[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-d65903184bf73842-scaling-development-with-google-antigravity-2-0-summary":3,"summaries-facets-categories":160,"summary-related-d65903184bf73842-scaling-development-with-google-antigravity-2-0-summary":7064},{"id":4,"title":5,"ai":6,"body":13,"categories":113,"created_at":115,"date_modified":115,"description":104,"extension":116,"faq":115,"featured":117,"kicker_label":115,"meta":118,"navigation":139,"path":140,"published_at":141,"question":115,"scraped_at":142,"seo":143,"sitemap":144,"source_id":145,"source_name":146,"source_type":147,"source_url":148,"stem":149,"tags":150,"thumbnail_url":155,"tldr":156,"tweet":157,"unknown_tags":158,"__hash__":159},"summaries\u002Fsummaries\u002Fd65903184bf73842-scaling-development-with-google-antigravity-2-0-summary.md","Scaling Development with Google Antigravity 2.0",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",10123,1101,5815,0.00418225,{"type":14,"value":15,"toc":103},"minimark",[16,21,25,29,32,36,39,43,46,50,85,89],[17,18,20],"h2",{"id":19},"the-shift-to-agent-first-development","The Shift to Agent-First Development",[22,23,24],"p",{},"Google Antigravity 2.0 represents a significant evolution in developer tooling, moving away from a single, bundled IDE experience toward a modular, \"agent-first\" ecosystem. By unbundling the platform into a standalone Agent Manager, CLI, SDK, and specialized IDE, Google allows developers to tailor their environment to their specific workflow. This architecture enables developers to manage complex, multi-folder projects where different agents handle distinct tasks—such as frontend, backend, and documentation—without forcing the project structure to conform to the tool.",[17,26,28],{"id":27},"context-compression-via-skills-and-mcp","Context Compression via Skills and MCP",[22,30,31],{},"Central to Rody Davis's workflow is the concept of \"skills\"—reusable, triggerable workflows that act as a \"cheat sheet\" for AI agents. By embedding design systems, coding patterns, and specific library knowledge into these skills, developers can compress context for the model, leading to higher-quality outputs. The platform also integrates Model Context Protocol (MCP) servers, allowing agents to interact with external tools and dev environments (like Flutter hot-reloading or database administration) directly, which significantly reduces the friction of context switching.",[17,33,35],{"id":34},"the-bonsai-approach-to-code-architecture","The Bonsai Approach to Code Architecture",[22,37,38],{},"Davis advocates for a \"bonsai\" approach to code review: constant, iterative pruning to keep architecture simple and maintainable. In an agent-assisted world, he argues that the role of the engineer is shifting toward architecting interfaces and API contracts. Once these foundations are solidified, agents can handle the bulk of implementation, provided they are guided by initial examples that establish the desired pattern. This allows the engineer to focus on high-level design and production stability rather than manual syntax generation.",[17,40,42],{"id":41},"multi-agent-parallelism-and-cognitive-toil","Multi-Agent Parallelism and Cognitive Toil",[22,44,45],{},"Antigravity 2.0 enables parallel sub-agent orchestration, where a single voice prompt can trigger specialized agents—such as a dedicated DevOps engineer or QA tester—to build, localize, and deploy applications. This capability addresses the \"cognitive toil\" of managing complex, multi-language projects. By automating the repetitive, non-logic-heavy tasks (like marketing site generation or boilerplate setup), developers can reclaim time for creative problem-solving and deep research into building blocks that will serve them in future projects.",[17,47,49],{"id":48},"key-takeaways","Key Takeaways",[51,52,53,61,67,73,79],"ul",{},[54,55,56,60],"li",{},[57,58,59],"strong",{},"Adopt a Modular Workflow:"," Use the Antigravity CLI for server-side tasks and the Agent Manager for orchestration to avoid the overhead of a full IDE when it isn't needed.",[54,62,63,66],{},[57,64,65],{},"Build Reusable Skills:"," Treat skills as compressed context cheat sheets. If you find yourself repeating a task, codify it into a skill or MCP server to offload the cognitive burden to an agent.",[54,68,69,72],{},[57,70,71],{},"Architect for Collaboration:"," Design flat, decoupled architectures (state vs. UI vs. data) to make it easier to steer agents and verify their output.",[54,74,75,78],{},[57,76,77],{},"Guide, Don't Just Prompt:"," Write the first few examples of a pattern yourself. Agents are excellent at extending established patterns but struggle with ambiguous requirements.",[54,80,81,84],{},[57,82,83],{},"Focus on API Contracts:"," Prioritize the review of interfaces and API schemas. If the contract is solid, the implementation details are often secondary and easier to verify via automated tests.",[17,86,88],{"id":87},"notable-quotes","Notable Quotes",[51,90,91,94,97,100],{},[54,92,93],{},"\"One of the things I like to think about with skills is it's literally a cheat sheet for the agent.\"",[54,95,96],{},"\"I like to view coding almost like being a bonsai artist. If there's things that are growing, I want to constantly be pruning it so I can work towards something that's simple.\"",[54,98,99],{},"\"I'm viewing architecture as a way to find something that both the agents and I can collaborate on.\"",[54,101,102],{},"\"The next hot job for software engineers would be consulting to solve production failures in AI-coded apps.\"",{"title":104,"searchDepth":105,"depth":105,"links":106},"",2,[107,108,109,110,111,112],{"id":19,"depth":105,"text":20},{"id":27,"depth":105,"text":28},{"id":34,"depth":105,"text":35},{"id":41,"depth":105,"text":42},{"id":48,"depth":105,"text":49},{"id":87,"depth":105,"text":88},[114],"AI & LLMs",null,"md",false,{"content_references":119,"triage":134},[120,125,128,130,132],{"type":121,"title":122,"url":123,"context":124},"tool","Google Antigravity","https:\u002F\u002Fgoo.gle\u002F4fnXilj","recommended",{"type":121,"title":126,"context":127},"Project IDX","mentioned",{"type":121,"title":129,"context":127},"Firebase Studio",{"type":121,"title":131,"context":127},"Gemma",{"type":121,"title":133,"context":127},"LM Studio",{"relevance":135,"novelty":136,"quality":136,"actionability":136,"composite":137,"reasoning":138},5,4,4.35,"Category: AI Automation. The article discusses the modular, agent-first approach of Google Antigravity 2.0, which directly addresses the audience's need for practical AI tooling in development. It provides insights into how to leverage specialized agents and skills to enhance developer productivity, making it actionable for builders looking to implement these concepts.",true,"\u002Fsummaries\u002Fd65903184bf73842-scaling-development-with-google-antigravity-2-0-summary","2026-06-08 16:00:01","2026-06-09 12:58:02",{"title":5,"description":104},{"loc":140},"d65903184bf73842","Google Cloud Tech","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=Dk4MD6TNiWE","summaries\u002Fd65903184bf73842-scaling-development-with-google-antigravity-2-0-summary",[151,152,153,154],"automation","ai-agents","dev-productivity","software-engineering","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FDk4MD6TNiWE\u002Fhqdefault.jpg","Google's Antigravity 2.0 shifts from a monolithic IDE to a modular ecosystem, enabling developers to use specialized agents, skills, and multi-folder orchestration to reduce cognitive toil and scale output.","This video is a promotional walkthrough of [Google Antigravity 2.0](https:\u002F\u002Fgoo.gle\u002F4fnXilj), a developer platform that unbundles agentic workflows into a desktop manager, CLI, SDK, and IDE. The host and guest demonstrate using \"skills\"—reusable context files—to guide agents through building and deploying applications, while discussing the shift toward \"vibe coding\" and agent-orchestrated architecture.\n\n- [Getting started with Antigravity](https:\u002F\u002Fgoo.gle\u002F4ol8em7) — Official documentation and setup guide.\n- [Rody’s skills repo](https:\u002F\u002Fgoo.gle\u002F4ugd7Ow) — Examples of the \"context cheat sheets\" used to steer agents.\n- [#NapkinChallenge](https:\u002F\u002Fgoo.gle\u002F4e0AGF6) — The community project mentioned for testing the platform's capabilities.",[152,153,154],"vk0BAUzkN29YlsPYW_LcAn73Z4XPmn6A2eapai1CDXA",[161,163,166,168,171,173,176,179,181,183,185,187,190,192,194,196,198,201,203,205,207,209,212,215,217,219,221,223,225,227,229,231,233,235,237,239,241,243,245,247,249,251,253,255,257,259,261,264,266,268,270,272,274,276,278,280,282,284,286,288,290,293,295,297,299,301,303,305,307,309,311,313,315,317,319,321,323,325,327,329,331,334,336,338,340,342,344,346,348,350,352,354,356,358,360,363,365,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,397,399,401,403,405,407,409,411,413,415,417,419,421,423,425,428,430,432,434,436,438,440,442,444,446,448,451,453,455,457,459,461,463,465,467,469,471,473,475,477,479,481,484,486,488,490,492,494,496,498,500,502,504,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,566,568,570,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,612,614,616,618,620,622,624,626,628,630,632,634,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,924,926,928,930,932,935,937,939,941,943,945,947,949,951,953,955,957,959,962,964,966,968,970,972,974,976,978,980,982,984,986,988,990,992,994,996,998,1000,1002,1004,1006,1008,1010,1012,1014,1016,1018,1020,1022,1024,1026,1028,1030,1032,1034,1036,1038,1040,1042,1044,1046,1048,1050,1052,1054,1056,1058,1060,1062,1064,1066,1068,1070,1072,1074,1076,1078,1080,1082,1084,1086,1088,1090,1092,1094,1096,1098,1100,1102,1104,1106,1108,1110,1112,1114,1116,1118,1120,1122,1124,1126,1128,1130,1132,1134,1136,1138,1140,1142,1144,1146,1148,1150,1152,1154,1156,1158,1160,1162,1164,1166,1168,1170,1172,1174,1176,1178,1180,1182,1184,1186,1188,1190,1192,1194,1196,1198,1200,1202,1204,1206,1208,1210,1212,1214,1216,1218,1220,1222,1224,1226,1228,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1488,1490,1492,1494,1496,1498,1500,1502,1504,1506,1508,1510,1512,1514,1516,1518,1520,1522,1524,1526,1528,1530,1532,1534,1536,1538,1540,1542,1544,1546,1548,1550,1552,1554,1556,1558,1560,1562,1564,1566,1568,1570,1572,1574,1576,1578,1580,1582,1584,1586,1588,1590,1592,1594,1596,1598,1600,1602,1604,1606,1608,1610,1612,1614,1616,1618,1620,1622,1624,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1786,1788,1790,1792,1794,1796,1798,1800,1802,1804,1806,1808,1810,1812,1814,1816,1818,1820,1822,1824,1826,1828,1830,1832,1834,1836,1838,1840,1842,1844,1846,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2290,2292,2294,2296,2298,2300,2302,2304,2306,2308,2310,2312,2314,2316,2318,2320,2322,2324,2326,2328,2330,2332,2334,2336,2338,2340,2342,2344,2346,2348,2350,2352,2354,2356,2358,2360,2362,2364,2366,2368,2370,2372,2374,2376,2378,2380,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2502,2504,2506,2508,2510,2512,2514,2516,2518,2520,2522,2524,2526,2528,2530,2532,2534,2536,2538,2540,2542,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3186,3188,3190,3192,3194,3196,3198,3200,3202,3204,3206,3208,3210,3212,3214,3216,3218,3220,3222,3224,3226,3228,3230,3232,3234,3236,3238,3240,3242,3244,3246,3248,3250,3252,3254,3256,3258,3260,3262,3264,3266,3268,3270,3272,3274,3276,3278,3280,3282,3284,3286,3288,3290,3292,3294,3296,3298,3300,3302,3304,3306,3308,3310,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4213,4215,4217,4219,4221,4223,4225,4227,4229,4231,4233,4235,4237,4239,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4451,4453,4455,4457,4459,4461,4463,4465,4467,4469,4471,4473,4475,4477,4479,4481,4483,4485,4487,4489,4491,4493,4495,4497,4499,4501,4503,4505,4507,4509,4511,4513,4515,4517,4519,4521,4523,4525,4527,4529,4531,4533,4535,4537,4539,4541,4543,4545,4547,4549,4551,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4598,4600,4602,4604,4606,4608,4610,4612,4614,4616,4618,4620,4622,4624,4626,4628,4630,4632,4634,4636,4638,4640,4642,4644,4646,4648,4650,4652,4654,4656,4658,4660,4662,4664,4666,4668,4670,4672,4674,4676,4678,4680,4682,4684,4686,4688,4690,4692,4694,4696,4698,4700,4702,4704,4706,4708,4710,4712,4714,4716,4718,4720,4722,4724,4726,4728,4730,4732,4734,4736,4738,4740,4742,4744,4746,4748,4750,4752,4754,4756,4758,4760,4762,4764,4766,4768,4770,4772,4774,4776,4778,4780,4782,4784,4786,4788,4790,4792,4794,4796,4798,4800,4802,4804,4806,4808,4810,4812,4814,4816,4818,4820,4822,4824,4826,4828,4830,4832,4834,4836,4838,4840,4842,4844,4846,4848,4850,4852,4854,4856,4858,4860,4862,4864,4866,4868,4870,4872,4874,4876,4878,4880,4882,4884,4886,4888,4890,4892,4894,4896,4898,4900,4902,4904,4906,4908,4910,4912,4914,4916,4918,4920,4922,4924,4926,4928,4930,4932,4934,4936,4938,4940,4942,4944,4946,4948,4950,4952,4954,4956,4958,4960,4962,4964,4966,4968,4970,4972,4974,4976,4978,4980,4982,4984,4986,4988,4990,4992,4994,4996,4998,5000,5002,5004,5006,5008,5010,5012,5014,5016,5018,5020,5022,5024,5026,5028,5030,5032,5034,5036,5038,5040,5042,5044,5046,5048,5050,5052,5054,5056,5058,5060,5062,5064,5066,5068,5070,5072,5074,5076,5078,5080,5082,5084,5086,5088,5090,5092,5094,5096,5098,5100,5102,5104,5106,5108,5110,5112,5114,5116,5118,5120,5122,5124,5126,5128,5130,5132,5134,5136,5138,5140,5142,5144,5146,5148,5150,5152,5154,5156,5158,5160,5162,5164,5166,5168,5170,5172,5174,5176,5178,5180,5182,5184,5186,5188,5190,5192,5194,5196,5198,5200,5202,5204,5206,5208,5210,5212,5214,5216,5218,5220,5222,5224,5226,5228,5230,5232,5234,5236,5238,5240,5242,5244,5246,5248,5250,5252,5254,5256,5258,5260,5262,5264,5266,5268,5270,5272,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302,5304,5306,5308,5310,5312,5314,5316,5318,5320,5322,5324,5326,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346,5348,5350,5352,5354,5356,5358,5360,5362,5364,5366,5368,5370,5372,5374,5376,5378,5380,5382,5384,5386,5388,5390,5392,5394,5396,5398,5400,5402,5404,5406,5408,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5455,5457,5459,5461,5463,5465,5467,5469,5471,5473,5475,5477,5479,5481,5483,5485,5487,5489,5491,5493,5495,5497,5499,5501,5503,5505,5507,5509,5511,5513,5515,5517,5519,5521,5523,5525,5527,5529,5531,5533,5535,5537,5539,5541,5543,5545,5547,5549,5551,5553,5555,5557,5559,5561,5563,5565,5567,5569,5571,5573,5575,5577,5579,5581,5583,5585,5587,5589,5591,5593,5595,5597,5599,5601,5603,5605,5607,5609,5611,5613,5615,5617,5619,5621,5623,5625,5627,5629,5631,5633,5635,5637,5639,5641,5643,5645,5647,5649,5651,5653,5655,5658,5660,5662,5664,5666,5668,5670,5672,5674,5676,5678,5680,5682,5684,5686,5688,5690,5692,5694,5696,5698,5700,5702,5704,5706,5708,5710,5712,5714,5716,5718,5720,5722,5724,5726,5728,5730,5732,5734,5736,5738,5740,5742,5744,5746,5748,5750,5752,5754,5756,5758,5760,5762,5764,5766,5768,5770,5772,5774,5776,5778,5780,5782,5784,5786,5788,5790,5792,5794,5796,5798,5800,5802,5804,5806,5808,5810,5812,5814,5816,5818,5820,5822,5824,5826,5828,5830,5832,5834,5836,5838,5840,5842,5844,5846,5848,5850,5852,5854,5856,5858,5860,5862,5864,5866,5868,5870,5872,5874,5876,5878,5880,5882,5884,5886,5888,5890,5892,5894,5896,5898,5900,5902,5904,5906,5908,5910,5912,5914,5916,5918,5920,5922,5924,5926,5928,5930,5932,5934,5936,5938,5940,5942,5944,5946,5948,5950,5952,5954,5956,5958,5960,5962,5964,5966,5968,5970,5972,5974,5976,5978,5980,5982,5984,5986,5988,5990,5992,5994,5996,5998,6000,6002,6004,6006,6008,6010,6012,6014,6016,6018,6020,6022,6024,6026,6028,6030,6032,6034,6036,6038,6040,6042,6044,6046,6048,6050,6052,6054,6056,6058,6060,6062,6064,6066,6068,6070,6072,6074,6076,6078,6080,6082,6084,6086,6088,6090,6092,6094,6096,6098,6100,6102,6104,6106,6108,6110,6112,6114,6116,6118,6120,6122,6124,6126,6128,6130,6132,6134,6136,6138,6140,6142,6144,6146,6148,6150,6152,6154,6156,6158,6160,6162,6164,6166,6168,6170,6172,6174,6176,6178,6180,6182,6184,6186,6188,6190,6192,6194,6196,6198,6200,6202,6204,6206,6208,6210,6212,6214,6216,6218,6220,6222,6224,6226,6228,6230,6232,6234,6236,6238,6240,6242,6244,6246,6248,6250,6252,6254,6256,6258,6260,6262,6264,6266,6268,6270,6272,6274,6276,6278,6280,6282,6284,6286,6288,6290,6292,6294,6296,6298,6300,6302,6304,6306,6308,6310,6312,6314,6316,6318,6320,6322,6324,6326,6328,6330,6332,6334,6336,6338,6340,6342,6344,6346,6348,6350,6352,6354,6356,6358,6360,6362,6364,6366,6368,6370,6372,6374,6376,6378,6380,6382,6384,6386,6388,6390,6392,6394,6396,6398,6400,6402,6404,6406,6408,6410,6412,6414,6416,6418,6420,6422,6424,6426,6428,6430,6432,6434,6436,6438,6440,6442,6444,6446,6448,6450,6452,6454,6456,6458,6460,6462,6464,6466,6468,6470,6472,6474,6476,6478,6480,6482,6484,6486,6488,6490,6492,6494,6496,6498,6500,6502,6504,6506,6508,6510,6512,6514,6516,6518,6520,6522,6524,6526,6528,6530,6532,6534,6536,6538,6540,6542,6544,6546,6548,6550,6552,6554,6556,6558,6560,6562,6564,6566,6568,6570,6572,6574,6576,6578,6580,6582,6584,6586,6588,6590,6592,6594,6596,6598,6600,6602,6604,6606,6608,6610,6612,6614,6616,6618,6620,6622,6624,6626,6628,6630,6632,6634,6636,6638,6640,6642,6644,6646,6648,6650,6652,6654,6656,6658,6660,6662,6664,6666,6668,6670,6672,6674,6676,6678,6680,6682,6684,6686,6688,6690,6692,6694,6696,6698,6700,6702,6704,6706,6708,6710,6712,6714,6716,6718,6720,6722,6724,6726,6728,6730,6732,6734,6736,6738,6740,6742,6744,6746,6748,6750,6752,6754,6756,6758,6760,6762,6764,6766,6768,6770,6772,6774,6776,6778,6780,6782,6784,6786,6788,6790,6792,6794,6796,6798,6800,6802,6804,6806,6808,6810,6812,6814,6816,6818,6820,6822,6824,6826,6828,6830,6832,6834,6836,6838,6840,6842,6844,6846,6848,6850,6852,6854,6856,6858,6860,6862,6864,6866,6868,6870,6872,6874,6876,6878,6880,6882,6884,6886,6888,6890,6892,6894,6896,6898,6900,6902,6904,6906,6908,6910,6912,6914,6916,6918,6920,6922,6924,6926,6928,6930,6932,6934,6936,6938,6940,6942,6944,6946,6948,6950,6952,6954,6956,6958,6960,6962,6964,6966,6968,6970,6972,6974,6976,6978,6980,6982,6984,6986,6988,6990,6992,6994,6996,6998,7000,7002,7004,7006,7008,7010,7012,7014,7016,7018,7020,7022,7024,7026,7028,7030,7032,7034,7036,7038,7040,7042,7044,7046,7048,7050,7052,7054,7056,7058,7060,7062],{"categories":162},[114],{"categories":164},[165],"Developer Productivity",{"categories":167},[114],{"categories":169},[170],"Business & SaaS",{"categories":172},[114],{"categories":174},[175],"AI Automation",{"categories":177},[178],"Product Strategy",{"categories":180},[175],{"categories":182},[114],{"categories":184},[165],{"categories":186},[175],{"categories":188},[189],"Software Engineering",{"categories":191},[114],{"categories":193},[170],{"categories":195},[],{"categories":197},[114],{"categories":199},[200],"Inference & Serving",{"categories":202},[114],{"categories":204},[114],{"categories":206},[175],{"categories":208},[],{"categories":210},[211],"AI News & Trends",{"categories":213},[214],"Data Science & Visualization",{"categories":216},[175],{"categories":218},[114],{"categories":220},[114],{"categories":222},[170],{"categories":224},[165],{"categories":226},[114],{"categories":228},[175],{"categories":230},[211],{"categories":232},[114],{"categories":234},[175],{"categories":236},[175],{"categories":238},[114],{"categories":240},[114],{"categories":242},[175],{"categories":244},[114],{"categories":246},[114],{"categories":248},[114],{"categories":250},[175],{"categories":252},[211],{"categories":254},[114],{"categories":256},[114],{"categories":258},[114],{"categories":260},[],{"categories":262},[263],"Design & Frontend",{"categories":265},[214],{"categories":267},[211],{"categories":269},[114],{"categories":271},[114],{"categories":273},[114],{"categories":275},[],{"categories":277},[114],{"categories":279},[114],{"categories":281},[175],{"categories":283},[189],{"categories":285},[114],{"categories":287},[175],{"categories":289},[114],{"categories":291},[292],"Marketing & Growth",{"categories":294},[263],{"categories":296},[114],{"categories":298},[175],{"categories":300},[114],{"categories":302},[114],{"categories":304},[189],{"categories":306},[114],{"categories":308},[],{"categories":310},[],{"categories":312},[263],{"categories":314},[114],{"categories":316},[175],{"categories":318},[165],{"categories":320},[189],{"categories":322},[175],{"categories":324},[263],{"categories":326},[178],{"categories":328},[114],{"categories":330},[189],{"categories":332},[333],"DevOps & Cloud",{"categories":335},[175],{"categories":337},[178],{"categories":339},[211],{"categories":341},[114],{"categories":343},[],{"categories":345},[114],{"categories":347},[114],{"categories":349},[],{"categories":351},[175],{"categories":353},[189],{"categories":355},[],{"categories":357},[189],{"categories":359},[114],{"categories":361},[362],"Governance & Standards",{"categories":364},[170],{"categories":366},[],{"categories":368},[],{"categories":370},[114],{"categories":372},[114],{"categories":374},[175],{"categories":376},[114],{"categories":378},[114],{"categories":380},[175],{"categories":382},[114],{"categories":384},[114],{"categories":386},[114],{"categories":388},[],{"categories":390},[189],{"categories":392},[],{"categories":394},[],{"categories":396},[114],{"categories":398},[189],{"categories":400},[],{"categories":402},[189],{"categories":404},[114],{"categories":406},[114],{"categories":408},[292],{"categories":410},[114],{"categories":412},[114],{"categories":414},[114],{"categories":416},[263],{"categories":418},[263],{"categories":420},[114],{"categories":422},[189],{"categories":424},[175],{"categories":426},[427],"GovTech & Public-Sector Adoption",{"categories":429},[189],{"categories":431},[114],{"categories":433},[114],{"categories":435},[114],{"categories":437},[175],{"categories":439},[175],{"categories":441},[214],{"categories":443},[114],{"categories":445},[211],{"categories":447},[175],{"categories":449},[450],"Legal AI Tools",{"categories":452},[114],{"categories":454},[175],{"categories":456},[114],{"categories":458},[292],{"categories":460},[175],{"categories":462},[178],{"categories":464},[114],{"categories":466},[189],{"categories":468},[427],{"categories":470},[],{"categories":472},[175],{"categories":474},[],{"categories":476},[170],{"categories":478},[175],{"categories":480},[175],{"categories":482},[483],"RAG & Retrieval",{"categories":485},[170],{"categories":487},[114],{"categories":489},[189],{"categories":491},[189],{"categories":493},[333],{"categories":495},[263],{"categories":497},[175],{"categories":499},[114],{"categories":501},[114],{"categories":503},[],{"categories":505},[506],"Agents & Orchestration",{"categories":508},[189],{"categories":510},[114],{"categories":512},[],{"categories":514},[175],{"categories":516},[170],{"categories":518},[],{"categories":520},[114],{"categories":522},[],{"categories":524},[114],{"categories":526},[165],{"categories":528},[189],{"categories":530},[170],{"categories":532},[114],{"categories":534},[175],{"categories":536},[114],{"categories":538},[211],{"categories":540},[114],{"categories":542},[],{"categories":544},[114],{"categories":546},[],{"categories":548},[114],{"categories":550},[189],{"categories":552},[114],{"categories":554},[175],{"categories":556},[214],{"categories":558},[],{"categories":560},[114],{"categories":562},[263],{"categories":564},[565],"Models & Frontier Labs",{"categories":567},[],{"categories":569},[263],{"categories":571},[572],"Regulation & Governance of AI",{"categories":574},[178],{"categories":576},[175],{"categories":578},[],{"categories":580},[114],{"categories":582},[114],{"categories":584},[175],{"categories":586},[175],{"categories":588},[211],{"categories":590},[114],{"categories":592},[170],{"categories":594},[114],{"categories":596},[175],{"categories":598},[],{"categories":600},[189],{"categories":602},[175],{"categories":604},[114],{"categories":606},[178],{"categories":608},[114],{"categories":610},[611],"AI Policy & Regulation",{"categories":613},[],{"categories":615},[114],{"categories":617},[175],{"categories":619},[178],{"categories":621},[175],{"categories":623},[114],{"categories":625},[114],{"categories":627},[114],{"categories":629},[175],{"categories":631},[],{"categories":633},[214],{"categories":635},[636],"Evals & Reliability",{"categories":638},[114],{"categories":640},[114],{"categories":642},[],{"categories":644},[165],{"categories":646},[427],{"categories":648},[611],{"categories":650},[114],{"categories":652},[170],{"categories":654},[114],{"categories":656},[175],{"categories":658},[114],{"categories":660},[175],{"categories":662},[506],{"categories":664},[114],{"categories":666},[189],{"categories":668},[114],{"categories":670},[],{"categories":672},[263],{"categories":674},[],{"categories":676},[114],{"categories":678},[427],{"categories":680},[114],{"categories":682},[114],{"categories":684},[114],{"categories":686},[],{"categories":688},[114],{"categories":690},[263],{"categories":692},[189],{"categories":694},[],{"categories":696},[114],{"categories":698},[],{"categories":700},[175],{"categories":702},[114],{"categories":704},[263],{"categories":706},[],{"categories":708},[114],{"categories":710},[114],{"categories":712},[214],{"categories":714},[175],{"categories":716},[114],{"categories":718},[170],{"categories":720},[175],{"categories":722},[114],{"categories":724},[114],{"categories":726},[189],{"categories":728},[263],{"categories":730},[114],{"categories":732},[175],{"categories":734},[],{"categories":736},[189],{"categories":738},[175],{"categories":740},[214],{"categories":742},[],{"categories":744},[114],{"categories":746},[211],{"categories":748},[114],{"categories":750},[],{"categories":752},[114],{"categories":754},[114],{"categories":756},[114],{"categories":758},[170,292],{"categories":760},[],{"categories":762},[189],{"categories":764},[114],{"categories":766},[114],{"categories":768},[175],{"categories":770},[114],{"categories":772},[],{"categories":774},[],{"categories":776},[114],{"categories":778},[263],{"categories":780},[114],{"categories":782},[],{"categories":784},[114],{"categories":786},[333],{"categories":788},[],{"categories":790},[175],{"categories":792},[211],{"categories":794},[114],{"categories":796},[114],{"categories":798},[263],{"categories":800},[],{"categories":802},[211],{"categories":804},[114],{"categories":806},[200],{"categories":808},[114],{"categories":810},[114],{"categories":812},[175],{"categories":814},[211],{"categories":816},[565],{"categories":818},[114],{"categories":820},[292],{"categories":822},[],{"categories":824},[175],{"categories":826},[170],{"categories":828},[189],{"categories":830},[114],{"categories":832},[175],{"categories":834},[],{"categories":836},[114,333],{"categories":838},[114],{"categories":840},[114],{"categories":842},[114],{"categories":844},[175],{"categories":846},[114,189],{"categories":848},[214],{"categories":850},[114],{"categories":852},[114],{"categories":854},[114],{"categories":856},[189],{"categories":858},[114],{"categories":860},[175],{"categories":862},[175],{"categories":864},[611],{"categories":866},[292],{"categories":868},[114],{"categories":870},[175],{"categories":872},[114],{"categories":874},[114],{"categories":876},[175],{"categories":878},[],{"categories":880},[175],{"categories":882},[114],{"categories":884},[114],{"categories":886},[175],{"categories":888},[114],{"categories":890},[114,170],{"categories":892},[114],{"categories":894},[170],{"categories":896},[],{"categories":898},[263],{"categories":900},[263],{"categories":902},[114],{"categories":904},[],{"categories":906},[],{"categories":908},[114],{"categories":910},[211],{"categories":912},[],{"categories":914},[165],{"categories":916},[114],{"categories":918},[189],{"categories":920},[114],{"categories":922},[923],"Generative UI & Design-to-Code",{"categories":925},[114],{"categories":927},[114],{"categories":929},[263],{"categories":931},[114],{"categories":933},[934],"Algorithmic Accountability",{"categories":936},[175],{"categories":938},[189],{"categories":940},[211],{"categories":942},[263],{"categories":944},[114],{"categories":946},[],{"categories":948},[178],{"categories":950},[114],{"categories":952},[114],{"categories":954},[114],{"categories":956},[114],{"categories":958},[175],{"categories":960},[961],"MLOps & Infrastructure",{"categories":963},[114],{"categories":965},[114],{"categories":967},[114],{"categories":969},[114],{"categories":971},[114],{"categories":973},[189],{"categories":975},[211],{"categories":977},[114],{"categories":979},[178],{"categories":981},[165],{"categories":983},[114],{"categories":985},[175],{"categories":987},[333],{"categories":989},[114],{"categories":991},[170],{"categories":993},[114],{"categories":995},[263],{"categories":997},[114],{"categories":999},[114],{"categories":1001},[175],{"categories":1003},[],{"categories":1005},[],{"categories":1007},[114],{"categories":1009},[200],{"categories":1011},[263],{"categories":1013},[211],{"categories":1015},[214],{"categories":1017},[],{"categories":1019},[114],{"categories":1021},[114],{"categories":1023},[170],{"categories":1025},[175],{"categories":1027},[114],{"categories":1029},[114],{"categories":1031},[114],{"categories":1033},[114],{"categories":1035},[211],{"categories":1037},[200],{"categories":1039},[114],{"categories":1041},[263],{"categories":1043},[114],{"categories":1045},[],{"categories":1047},[175],{"categories":1049},[189],{"categories":1051},[],{"categories":1053},[114],{"categories":1055},[114],{"categories":1057},[175],{"categories":1059},[189],{"categories":1061},[114],{"categories":1063},[214],{"categories":1065},[263],{"categories":1067},[],{"categories":1069},[114],{"categories":1071},[],{"categories":1073},[114],{"categories":1075},[],{"categories":1077},[114],{"categories":1079},[114],{"categories":1081},[178],{"categories":1083},[170],{"categories":1085},[175],{"categories":1087},[175],{"categories":1089},[],{"categories":1091},[114],{"categories":1093},[165],{"categories":1095},[114],{"categories":1097},[114],{"categories":1099},[170],{"categories":1101},[211],{"categories":1103},[165],{"categories":1105},[],{"categories":1107},[114],{"categories":1109},[],{"categories":1111},[114],{"categories":1113},[],{"categories":1115},[211],{"categories":1117},[211],{"categories":1119},[],{"categories":1121},[506],{"categories":1123},[114],{"categories":1125},[263],{"categories":1127},[189],{"categories":1129},[],{"categories":1131},[450],{"categories":1133},[175],{"categories":1135},[170],{"categories":1137},[],{"categories":1139},[],{"categories":1141},[165],{"categories":1143},[214],{"categories":1145},[],{"categories":1147},[292],{"categories":1149},[175],{"categories":1151},[170],{"categories":1153},[175],{"categories":1155},[114],{"categories":1157},[170],{"categories":1159},[114],{"categories":1161},[189],{"categories":1163},[],{"categories":1165},[200],{"categories":1167},[178],{"categories":1169},[114],{"categories":1171},[263],{"categories":1173},[189],{"categories":1175},[170],{"categories":1177},[114],{"categories":1179},[189],{"categories":1181},[114],{"categories":1183},[175],{"categories":1185},[170],{"categories":1187},[114],{"categories":1189},[114],{"categories":1191},[114],{"categories":1193},[114],{"categories":1195},[114],{"categories":1197},[],{"categories":1199},[],{"categories":1201},[189],{"categories":1203},[214],{"categories":1205},[178],{"categories":1207},[114],{"categories":1209},[175],{"categories":1211},[189],{"categories":1213},[189],{"categories":1215},[114],{"categories":1217},[],{"categories":1219},[211],{"categories":1221},[178],{"categories":1223},[178],{"categories":1225},[189],{"categories":1227},[114],{"categories":1229},[636],{"categories":1231},[333],{"categories":1233},[],{"categories":1235},[175],{"categories":1237},[114],{"categories":1239},[],{"categories":1241},[165],{"categories":1243},[],{"categories":1245},[114],{"categories":1247},[114],{"categories":1249},[114],{"categories":1251},[263],{"categories":1253},[292],{"categories":1255},[114],{"categories":1257},[189],{"categories":1259},[114],{"categories":1261},[175],{"categories":1263},[],{"categories":1265},[189],{"categories":1267},[114],{"categories":1269},[165],{"categories":1271},[],{"categories":1273},[170],{"categories":1275},[114],{"categories":1277},[114],{"categories":1279},[211],{"categories":1281},[114,333],{"categories":1283},[114],{"categories":1285},[1286],"Design Systems for AI",{"categories":1288},[114],{"categories":1290},[114],{"categories":1292},[211],{"categories":1294},[114],{"categories":1296},[114],{"categories":1298},[114],{"categories":1300},[170],{"categories":1302},[114],{"categories":1304},[114],{"categories":1306},[114],{"categories":1308},[],{"categories":1310},[114],{"categories":1312},[114],{"categories":1314},[170],{"categories":1316},[114],{"categories":1318},[],{"categories":1320},[175],{"categories":1322},[175],{"categories":1324},[189],{"categories":1326},[211],{"categories":1328},[189],{"categories":1330},[114],{"categories":1332},[263],{"categories":1334},[211],{"categories":1336},[214],{"categories":1338},[114],{"categories":1340},[114],{"categories":1342},[175],{"categories":1344},[165],{"categories":1346},[611],{"categories":1348},[114],{"categories":1350},[175],{"categories":1352},[114],{"categories":1354},[189],{"categories":1356},[189],{"categories":1358},[],{"categories":1360},[],{"categories":1362},[114],{"categories":1364},[175],{"categories":1366},[178],{"categories":1368},[],{"categories":1370},[170],{"categories":1372},[114],{"categories":1374},[],{"categories":1376},[263],{"categories":1378},[189],{"categories":1380},[175],{"categories":1382},[189],{"categories":1384},[263],{"categories":1386},[114],{"categories":1388},[114],{"categories":1390},[263],{"categories":1392},[],{"categories":1394},[],{"categories":1396},[211],{"categories":1398},[175],{"categories":1400},[175],{"categories":1402},[114],{"categories":1404},[114],{"categories":1406},[114],{"categories":1408},[114],{"categories":1410},[170],{"categories":1412},[114],{"categories":1414},[114],{"categories":1416},[],{"categories":1418},[189],{"categories":1420},[189],{"categories":1422},[114],{"categories":1424},[189],{"categories":1426},[170],{"categories":1428},[],{"categories":1430},[114],{"categories":1432},[114],{"categories":1434},[114],{"categories":1436},[114],{"categories":1438},[114],{"categories":1440},[175],{"categories":1442},[165],{"categories":1444},[170],{"categories":1446},[114],{"categories":1448},[175],{"categories":1450},[211],{"categories":1452},[175],{"categories":1454},[200],{"categories":1456},[292],{"categories":1458},[114],{"categories":1460},[175],{"categories":1462},[114],{"categories":1464},[114],{"categories":1466},[114],{"categories":1468},[],{"categories":1470},[263],{"categories":1472},[],{"categories":1474},[114],{"categories":1476},[114],{"categories":1478},[],{"categories":1480},[114],{"categories":1482},[189],{"categories":1484},[170],{"categories":1486},[1487],"Visual & Generative Media",{"categories":1489},[175],{"categories":1491},[],{"categories":1493},[114],{"categories":1495},[114],{"categories":1497},[189],{"categories":1499},[333],{"categories":1501},[114],{"categories":1503},[214],{"categories":1505},[611],{"categories":1507},[189],{"categories":1509},[292],{"categories":1511},[114],{"categories":1513},[263],{"categories":1515},[114],{"categories":1517},[114],{"categories":1519},[189],{"categories":1521},[175],{"categories":1523},[114],{"categories":1525},[],{"categories":1527},[],{"categories":1529},[175],{"categories":1531},[189],{"categories":1533},[165],{"categories":1535},[175],{"categories":1537},[565],{"categories":1539},[114],{"categories":1541},[178],{"categories":1543},[114],{"categories":1545},[170],{"categories":1547},[],{"categories":1549},[114],{"categories":1551},[178],{"categories":1553},[114],{"categories":1555},[114],{"categories":1557},[114],{"categories":1559},[178],{"categories":1561},[114],{"categories":1563},[114],{"categories":1565},[292],{"categories":1567},[114],{"categories":1569},[506],{"categories":1571},[114],{"categories":1573},[175],{"categories":1575},[114],{"categories":1577},[114],{"categories":1579},[114],{"categories":1581},[114],{"categories":1583},[263],{"categories":1585},[175],{"categories":1587},[],{"categories":1589},[175],{"categories":1591},[],{"categories":1593},[333],{"categories":1595},[189],{"categories":1597},[],{"categories":1599},[565],{"categories":1601},[114],{"categories":1603},[175],{"categories":1605},[175],{"categories":1607},[114],{"categories":1609},[263,114],{"categories":1611},[165],{"categories":1613},[114],{"categories":1615},[263],{"categories":1617},[],{"categories":1619},[114],{"categories":1621},[165],{"categories":1623},[114],{"categories":1625},[1626],"Medical Imaging & Radiology",{"categories":1628},[114],{"categories":1630},[114],{"categories":1632},[114],{"categories":1634},[263],{"categories":1636},[175],{"categories":1638},[189],{"categories":1640},[],{"categories":1642},[114],{"categories":1644},[114],{"categories":1646},[114],{"categories":1648},[],{"categories":1650},[],{"categories":1652},[114],{"categories":1654},[114],{"categories":1656},[506],{"categories":1658},[114],{"categories":1660},[165],{"categories":1662},[114],{"categories":1664},[114],{"categories":1666},[],{"categories":1668},[175],{"categories":1670},[114],{"categories":1672},[178],{"categories":1674},[189],{"categories":1676},[114],{"categories":1678},[175],{"categories":1680},[506],{"categories":1682},[114],{"categories":1684},[175],{"categories":1686},[114],{"categories":1688},[114],{"categories":1690},[114],{"categories":1692},[263],{"categories":1694},[175],{"categories":1696},[333],{"categories":1698},[263],{"categories":1700},[170],{"categories":1702},[175],{"categories":1704},[211],{"categories":1706},[114],{"categories":1708},[114],{"categories":1710},[178],{"categories":1712},[114],{"categories":1714},[114],{"categories":1716},[114],{"categories":1718},[114],{"categories":1720},[175],{"categories":1722},[114],{"categories":1724},[189],{"categories":1726},[189],{"categories":1728},[114],{"categories":1730},[178],{"categories":1732},[],{"categories":1734},[211],{"categories":1736},[],{"categories":1738},[178],{"categories":1740},[175],{"categories":1742},[114],{"categories":1744},[175],{"categories":1746},[1286],{"categories":1748},[1286],{"categories":1750},[263],{"categories":1752},[114],{"categories":1754},[114],{"categories":1756},[114],{"categories":1758},[175],{"categories":1760},[189],{"categories":1762},[263],{"categories":1764},[175],{"categories":1766},[211],{"categories":1768},[],{"categories":1770},[114],{"categories":1772},[],{"categories":1774},[114],{"categories":1776},[114],{"categories":1778},[114],{"categories":1780},[114],{"categories":1782},[175],{"categories":1784},[1785],"Contract Review & E-Discovery",{"categories":1787},[114],{"categories":1789},[263],{"categories":1791},[114],{"categories":1793},[165],{"categories":1795},[114],{"categories":1797},[211],{"categories":1799},[114],{"categories":1801},[114],{"categories":1803},[292],{"categories":1805},[189],{"categories":1807},[114],{"categories":1809},[114],{"categories":1811},[175],{"categories":1813},[175],{"categories":1815},[934],{"categories":1817},[114],{"categories":1819},[114],{"categories":1821},[175],{"categories":1823},[175],{"categories":1825},[114],{"categories":1827},[114],{"categories":1829},[114],{"categories":1831},[175],{"categories":1833},[114],{"categories":1835},[114],{"categories":1837},[506],{"categories":1839},[483],{"categories":1841},[114],{"categories":1843},[175],{"categories":1845},[114],{"categories":1847},[1848],"Law-Firm Practice & Adoption",{"categories":1850},[114],{"categories":1852},[175],{"categories":1854},[263],{"categories":1856},[114],{"categories":1858},[114],{"categories":1860},[114],{"categories":1862},[],{"categories":1864},[],{"categories":1866},[189],{"categories":1868},[114],{"categories":1870},[],{"categories":1872},[175],{"categories":1874},[165],{"categories":1876},[333],{"categories":1878},[114],{"categories":1880},[],{"categories":1882},[165],{"categories":1884},[170],{"categories":1886},[114],{"categories":1888},[292],{"categories":1890},[],{"categories":1892},[170],{"categories":1894},[175],{"categories":1896},[170],{"categories":1898},[],{"categories":1900},[114],{"categories":1902},[178],{"categories":1904},[114],{"categories":1906},[189],{"categories":1908},[],{"categories":1910},[],{"categories":1912},[],{"categories":1914},[],{"categories":1916},[114],{"categories":1918},[178],{"categories":1920},[175],{"categories":1922},[333],{"categories":1924},[114],{"categories":1926},[165],{"categories":1928},[189],{"categories":1930},[114],{"categories":1932},[114],{"categories":1934},[189],{"categories":1936},[178],{"categories":1938},[114],{"categories":1940},[114],{"categories":1942},[114],{"categories":1944},[961],{"categories":1946},[114],{"categories":1948},[189],{"categories":1950},[114],{"categories":1952},[292],{"categories":1954},[189],{"categories":1956},[170],{"categories":1958},[114],{"categories":1960},[114],{"categories":1962},[114],{"categories":1964},[263],{"categories":1966},[114],{"categories":1968},[114],{"categories":1970},[114],{"categories":1972},[114],{"categories":1974},[170],{"categories":1976},[175],{"categories":1978},[114,165],{"categories":1980},[506],{"categories":1982},[114],{"categories":1984},[114],{"categories":1986},[189],{"categories":1988},[189],{"categories":1990},[263],{"categories":1992},[175],{"categories":1994},[175],{"categories":1996},[189],{"categories":1998},[114],{"categories":2000},[114],{"categories":2002},[114],{"categories":2004},[],{"categories":2006},[],{"categories":2008},[114],{"categories":2010},[214],{"categories":2012},[114],{"categories":2014},[175],{"categories":2016},[],{"categories":2018},[114],{"categories":2020},[114],{"categories":2022},[189],{"categories":2024},[214],{"categories":2026},[211],{"categories":2028},[263],{"categories":2030},[114],{"categories":2032},[175],{"categories":2034},[114],{"categories":2036},[189],{"categories":2038},[],{"categories":2040},[175],{"categories":2042},[114],{"categories":2044},[114],{"categories":2046},[114],{"categories":2048},[114],{"categories":2050},[],{"categories":2052},[175],{"categories":2054},[114],{"categories":2056},[114],{"categories":2058},[114],{"categories":2060},[],{"categories":2062},[175],{"categories":2064},[114],{"categories":2066},[114],{"categories":2068},[170],{"categories":2070},[114],{"categories":2072},[114],{"categories":2074},[],{"categories":2076},[165],{"categories":2078},[114],{"categories":2080},[114],{"categories":2082},[114],{"categories":2084},[263],{"categories":2086},[114],{"categories":2088},[189],{"categories":2090},[114],{"categories":2092},[165],{"categories":2094},[114],{"categories":2096},[189],{"categories":2098},[292],{"categories":2100},[175],{"categories":2102},[175],{"categories":2104},[114],{"categories":2106},[114],{"categories":2108},[114,263],{"categories":2110},[114],{"categories":2112},[175],{"categories":2114},[211],{"categories":2116},[114],{"categories":2118},[211],{"categories":2120},[175],{"categories":2122},[263],{"categories":2124},[114],{"categories":2126},[],{"categories":2128},[189],{"categories":2130},[333],{"categories":2132},[263],{"categories":2134},[189],{"categories":2136},[114],{"categories":2138},[178],{"categories":2140},[114],{"categories":2142},[114],{"categories":2144},[175],{"categories":2146},[],{"categories":2148},[],{"categories":2150},[114],{"categories":2152},[],{"categories":2154},[],{"categories":2156},[178],{"categories":2158},[189],{"categories":2160},[114],{"categories":2162},[175],{"categories":2164},[175],{"categories":2166},[170],{"categories":2168},[175],{"categories":2170},[333],{"categories":2172},[114],{"categories":2174},[114],{"categories":2176},[114],{"categories":2178},[200],{"categories":2180},[114],{"categories":2182},[114],{"categories":2184},[114],{"categories":2186},[189],{"categories":2188},[175],{"categories":2190},[114],{"categories":2192},[114],{"categories":2194},[189],{"categories":2196},[450],{"categories":2198},[175],{"categories":2200},[934],{"categories":2202},[],{"categories":2204},[263],{"categories":2206},[1848],{"categories":2208},[189],{"categories":2210},[],{"categories":2212},[],{"categories":2214},[114],{"categories":2216},[175],{"categories":2218},[],{"categories":2220},[],{"categories":2222},[114],{"categories":2224},[292],{"categories":2226},[114],{"categories":2228},[292],{"categories":2230},[175],{"categories":2232},[114],{"categories":2234},[114],{"categories":2236},[189],{"categories":2238},[178],{"categories":2240},[],{"categories":2242},[114],{"categories":2244},[114],{"categories":2246},[189],{"categories":2248},[1785],{"categories":2250},[263],{"categories":2252},[263],{"categories":2254},[114],{"categories":2256},[175],{"categories":2258},[165],{"categories":2260},[114],{"categories":2262},[114],{"categories":2264},[114],{"categories":2266},[114],{"categories":2268},[263],{"categories":2270},[263],{"categories":2272},[175],{"categories":2274},[175],{"categories":2276},[175],{"categories":2278},[114],{"categories":2280},[114],{"categories":2282},[],{"categories":2284},[114],{"categories":2286},[],{"categories":2288},[2289],"Interaction & Product Design",{"categories":2291},[114],{"categories":2293},[175],{"categories":2295},[189],{"categories":2297},[362],{"categories":2299},[211],{"categories":2301},[189],{"categories":2303},[114],{"categories":2305},[114],{"categories":2307},[114],{"categories":2309},[189],{"categories":2311},[114],{"categories":2313},[165],{"categories":2315},[175],{"categories":2317},[114],{"categories":2319},[],{"categories":2321},[175],{"categories":2323},[175],{"categories":2325},[175],{"categories":2327},[],{"categories":2329},[189],{"categories":2331},[114],{"categories":2333},[175],{"categories":2335},[165],{"categories":2337},[2289],{"categories":2339},[114],{"categories":2341},[165],{"categories":2343},[165],{"categories":2345},[],{"categories":2347},[175],{"categories":2349},[189],{"categories":2351},[],{"categories":2353},[175],{"categories":2355},[211],{"categories":2357},[114],{"categories":2359},[175],{"categories":2361},[114],{"categories":2363},[175],{"categories":2365},[175],{"categories":2367},[114],{"categories":2369},[114],{"categories":2371},[211],{"categories":2373},[214],{"categories":2375},[114],{"categories":2377},[178],{"categories":2379},[189],{"categories":2381},[2382],"Coding Agents & Dev Productivity",{"categories":2384},[211],{"categories":2386},[263],{"categories":2388},[114],{"categories":2390},[114],{"categories":2392},[],{"categories":2394},[114],{"categories":2396},[934],{"categories":2398},[],{"categories":2400},[114],{"categories":2402},[114],{"categories":2404},[333],{"categories":2406},[114],{"categories":2408},[211],{"categories":2410},[],{"categories":2412},[],{"categories":2414},[114],{"categories":2416},[],{"categories":2418},[175],{"categories":2420},[114],{"categories":2422},[],{"categories":2424},[189],{"categories":2426},[189],{"categories":2428},[114],{"categories":2430},[214],{"categories":2432},[],{"categories":2434},[114],{"categories":2436},[114],{"categories":2438},[114],{"categories":2440},[214],{"categories":2442},[189],{"categories":2444},[175],{"categories":2446},[],{"categories":2448},[],{"categories":2450},[114],{"categories":2452},[114],{"categories":2454},[175],{"categories":2456},[175],{"categories":2458},[427],{"categories":2460},[189],{"categories":2462},[189],{"categories":2464},[175],{"categories":2466},[211],{"categories":2468},[211],{"categories":2470},[175],{"categories":2472},[175],{"categories":2474},[114],{"categories":2476},[165],{"categories":2478},[2289],{"categories":2480},[178],{"categories":2482},[114,333],{"categories":2484},[214],{"categories":2486},[],{"categories":2488},[263],{"categories":2490},[175],{"categories":2492},[189],{"categories":2494},[165],{"categories":2496},[114],{"categories":2498},[175],{"categories":2500},[2501],"The Designer's Role & Craft",{"categories":2503},[263],{"categories":2505},[],{"categories":2507},[175],{"categories":2509},[114],{"categories":2511},[175],{"categories":2513},[175],{"categories":2515},[114],{"categories":2517},[292],{"categories":2519},[114],{"categories":2521},[189],{"categories":2523},[114],{"categories":2525},[263],{"categories":2527},[114],{"categories":2529},[],{"categories":2531},[175],{"categories":2533},[263],{"categories":2535},[178],{"categories":2537},[114],{"categories":2539},[114],{"categories":2541},[114],{"categories":2543},[2544],"AI UX Patterns",{"categories":2546},[175],{"categories":2548},[175],{"categories":2550},[175],{"categories":2552},[175],{"categories":2554},[292],{"categories":2556},[214],{"categories":2558},[114],{"categories":2560},[175],{"categories":2562},[114],{"categories":2564},[1286],{"categories":2566},[],{"categories":2568},[292],{"categories":2570},[175],{"categories":2572},[211],{"categories":2574},[189],{"categories":2576},[114],{"categories":2578},[175],{"categories":2580},[],{"categories":2582},[],{"categories":2584},[114],{"categories":2586},[114],{"categories":2588},[175],{"categories":2590},[114],{"categories":2592},[175],{"categories":2594},[427],{"categories":2596},[263],{"categories":2598},[114],{"categories":2600},[211],{"categories":2602},[189],{"categories":2604},[114],{"categories":2606},[175],{"categories":2608},[175],{"categories":2610},[],{"categories":2612},[114],{"categories":2614},[],{"categories":2616},[114],{"categories":2618},[],{"categories":2620},[114],{"categories":2622},[114],{"categories":2624},[114],{"categories":2626},[175],{"categories":2628},[189],{"categories":2630},[],{"categories":2632},[],{"categories":2634},[214],{"categories":2636},[200],{"categories":2638},[114],{"categories":2640},[114],{"categories":2642},[114],{"categories":2644},[214],{"categories":2646},[114],{"categories":2648},[114],{"categories":2650},[211],{"categories":2652},[114],{"categories":2654},[114],{"categories":2656},[114],{"categories":2658},[175],{"categories":2660},[114],{"categories":2662},[175],{"categories":2664},[114],{"categories":2666},[114],{"categories":2668},[114],{"categories":2670},[175],{"categories":2672},[],{"categories":2674},[114],{"categories":2676},[],{"categories":2678},[114],{"categories":2680},[114],{"categories":2682},[333],{"categories":2684},[114],{"categories":2686},[],{"categories":2688},[],{"categories":2690},[263],{"categories":2692},[961],{"categories":2694},[175],{"categories":2696},[165],{"categories":2698},[2501],{"categories":2700},[],{"categories":2702},[],{"categories":2704},[114],{"categories":2706},[],{"categories":2708},[],{"categories":2710},[189],{"categories":2712},[211],{"categories":2714},[292],{"categories":2716},[175],{"categories":2718},[170],{"categories":2720},[114],{"categories":2722},[114],{"categories":2724},[170],{"categories":2726},[],{"categories":2728},[263],{"categories":2730},[178],{"categories":2732},[114],{"categories":2734},[114],{"categories":2736},[175],{"categories":2738},[170],{"categories":2740},[114],{"categories":2742},[114],{"categories":2744},[165],{"categories":2746},[114],{"categories":2748},[114],{"categories":2750},[],{"categories":2752},[165],{"categories":2754},[114],{"categories":2756},[292],{"categories":2758},[175],{"categories":2760},[211],{"categories":2762},[114],{"categories":2764},[189],{"categories":2766},[114],{"categories":2768},[114],{"categories":2770},[170],{"categories":2772},[114],{"categories":2774},[114],{"categories":2776},[114],{"categories":2778},[175],{"categories":2780},[114],{"categories":2782},[],{"categories":2784},[114],{"categories":2786},[189],{"categories":2788},[165],{"categories":2790},[114],{"categories":2792},[114],{"categories":2794},[114],{"categories":2796},[],{"categories":2798},[114],{"categories":2800},[506],{"categories":2802},[175],{"categories":2804},[170],{"categories":2806},[211],{"categories":2808},[114],{"categories":2810},[114],{"categories":2812},[],{"categories":2814},[170],{"categories":2816},[170],{"categories":2818},[114],{"categories":2820},[114],{"categories":2822},[178],{"categories":2824},[114],{"categories":2826},[114],{"categories":2828},[114],{"categories":2830},[114],{"categories":2832},[189],{"categories":2834},[189],{"categories":2836},[114],{"categories":2838},[],{"categories":2840},[189],{"categories":2842},[114],{"categories":2844},[189],{"categories":2846},[175],{"categories":2848},[611],{"categories":2850},[],{"categories":2852},[],{"categories":2854},[114],{"categories":2856},[211],{"categories":2858},[],{"categories":2860},[333],{"categories":2862},[114],{"categories":2864},[114],{"categories":2866},[114],{"categories":2868},[263],{"categories":2870},[923],{"categories":2872},[],{"categories":2874},[114],{"categories":2876},[114],{"categories":2878},[114],{"categories":2880},[189],{"categories":2882},[114],{"categories":2884},[114],{"categories":2886},[114,333],{"categories":2888},[114],{"categories":2890},[114],{"categories":2892},[263],{"categories":2894},[175],{"categories":2896},[],{"categories":2898},[175],{"categories":2900},[175],{"categories":2902},[114],{"categories":2904},[114],{"categories":2906},[114],{"categories":2908},[114],{"categories":2910},[214],{"categories":2912},[114],{"categories":2914},[2544],{"categories":2916},[165],{"categories":2918},[214],{"categories":2920},[165],{"categories":2922},[189],{"categories":2924},[263],{"categories":2926},[175],{"categories":2928},[114],{"categories":2930},[],{"categories":2932},[170],{"categories":2934},[114],{"categories":2936},[114],{"categories":2938},[211],{"categories":2940},[114],{"categories":2942},[114],{"categories":2944},[114],{"categories":2946},[175],{"categories":2948},[114],{"categories":2950},[114],{"categories":2952},[114],{"categories":2954},[170],{"categories":2956},[],{"categories":2958},[333],{"categories":2960},[114],{"categories":2962},[427],{"categories":2964},[263],{"categories":2966},[263],{"categories":2968},[189],{"categories":2970},[175],{"categories":2972},[114],{"categories":2974},[170],{"categories":2976},[211],{"categories":2978},[114],{"categories":2980},[114],{"categories":2982},[114],{"categories":2984},[263],{"categories":2986},[175],{"categories":2988},[175],{"categories":2990},[114],{"categories":2992},[114],{"categories":2994},[565],{"categories":2996},[175],{"categories":2998},[],{"categories":3000},[114],{"categories":3002},[114],{"categories":3004},[114],{"categories":3006},[],{"categories":3008},[],{"categories":3010},[114],{"categories":3012},[114],{"categories":3014},[175],{"categories":3016},[114],{"categories":3018},[114],{"categories":3020},[114],{"categories":3022},[189],{"categories":3024},[114],{"categories":3026},[114],{"categories":3028},[175],{"categories":3030},[114],{"categories":3032},[114],{"categories":3034},[114],{"categories":3036},[114],{"categories":3038},[114],{"categories":3040},[],{"categories":3042},[189],{"categories":3044},[214],{"categories":3046},[114],{"categories":3048},[175],{"categories":3050},[175],{"categories":3052},[114],{"categories":3054},[114],{"categories":3056},[],{"categories":3058},[],{"categories":3060},[114],{"categories":3062},[114],{"categories":3064},[114],{"categories":3066},[211],{"categories":3068},[214],{"categories":3070},[],{"categories":3072},[114],{"categories":3074},[263],{"categories":3076},[114],{"categories":3078},[333],{"categories":3080},[1848],{"categories":3082},[211],{"categories":3084},[189],{"categories":3086},[114],{"categories":3088},[189],{"categories":3090},[189],{"categories":3092},[114],{"categories":3094},[114],{"categories":3096},[189],{"categories":3098},[211],{"categories":3100},[211],{"categories":3102},[333],{"categories":3104},[175],{"categories":3106},[],{"categories":3108},[211],{"categories":3110},[114],{"categories":3112},[175],{"categories":3114},[165],{"categories":3116},[189],{"categories":3118},[114],{"categories":3120},[211],{"categories":3122},[],{"categories":3124},[114],{"categories":3126},[189],{"categories":3128},[189],{"categories":3130},[214],{"categories":3132},[114],{"categories":3134},[211],{"categories":3136},[114],{"categories":3138},[189],{"categories":3140},[175],{"categories":3142},[175],{"categories":3144},[211],{"categories":3146},[175],{"categories":3148},[333],{"categories":3150},[175],{"categories":3152},[114],{"categories":3154},[114],{"categories":3156},[114],{"categories":3158},[114],{"categories":3160},[189],{"categories":3162},[114],{"categories":3164},[],{"categories":3166},[175],{"categories":3168},[170],{"categories":3170},[189],{"categories":3172},[],{"categories":3174},[],{"categories":3176},[114],{"categories":3178},[175],{"categories":3180},[114],{"categories":3182},[114],{"categories":3184},[3185],"Frameworks & Tooling",{"categories":3187},[114],{"categories":3189},[114],{"categories":3191},[189],{"categories":3193},[114],{"categories":3195},[114],{"categories":3197},[],{"categories":3199},[214],{"categories":3201},[214],{"categories":3203},[165],{"categories":3205},[114],{"categories":3207},[175],{"categories":3209},[114],{"categories":3211},[263],{"categories":3213},[],{"categories":3215},[1848],{"categories":3217},[114],{"categories":3219},[189],{"categories":3221},[114],{"categories":3223},[333],{"categories":3225},[333],{"categories":3227},[],{"categories":3229},[175],{"categories":3231},[175],{"categories":3233},[114],{"categories":3235},[114],{"categories":3237},[211],{"categories":3239},[175],{"categories":3241},[211],{"categories":3243},[114],{"categories":3245},[175],{"categories":3247},[],{"categories":3249},[263],{"categories":3251},[114],{"categories":3253},[114],{"categories":3255},[],{"categories":3257},[114],{"categories":3259},[175],{"categories":3261},[114],{"categories":3263},[114],{"categories":3265},[114],{"categories":3267},[],{"categories":3269},[189],{"categories":3271},[114],{"categories":3273},[189],{"categories":3275},[333],{"categories":3277},[114],{"categories":3279},[114],{"categories":3281},[114],{"categories":3283},[189],{"categories":3285},[170],{"categories":3287},[114],{"categories":3289},[1848],{"categories":3291},[],{"categories":3293},[175],{"categories":3295},[165],{"categories":3297},[114],{"categories":3299},[165],{"categories":3301},[114],{"categories":3303},[],{"categories":3305},[175],{"categories":3307},[114],{"categories":3309},[114],{"categories":3311},[3312],"AI Design Tooling",{"categories":3314},[263],{"categories":3316},[114],{"categories":3318},[114],{"categories":3320},[189],{"categories":3322},[263],{"categories":3324},[114],{"categories":3326},[114],{"categories":3328},[189],{"categories":3330},[211],{"categories":3332},[178],{"categories":3334},[189],{"categories":3336},[114],{"categories":3338},[114],{"categories":3340},[114],{"categories":3342},[175],{"categories":3344},[114],{"categories":3346},[],{"categories":3348},[175],{"categories":3350},[114],{"categories":3352},[114],{"categories":3354},[175],{"categories":3356},[114],{"categories":3358},[114],{"categories":3360},[114],{"categories":3362},[175],{"categories":3364},[],{"categories":3366},[175],{"categories":3368},[3185],{"categories":3370},[114],{"categories":3372},[114],{"categories":3374},[175],{"categories":3376},[175],{"categories":3378},[189],{"categories":3380},[189],{"categories":3382},[114],{"categories":3384},[],{"categories":3386},[189],{"categories":3388},[114],{"categories":3390},[114],{"categories":3392},[175],{"categories":3394},[170],{"categories":3396},[114],{"categories":3398},[],{"categories":3400},[114],{"categories":3402},[114],{"categories":3404},[2289],{"categories":3406},[],{"categories":3408},[114],{"categories":3410},[114],{"categories":3412},[114],{"categories":3414},[114],{"categories":3416},[263],{"categories":3418},[114],{"categories":3420},[],{"categories":3422},[114],{"categories":3424},[114],{"categories":3426},[114],{"categories":3428},[114],{"categories":3430},[292],{"categories":3432},[211],{"categories":3434},[114],{"categories":3436},[114],{"categories":3438},[1848],{"categories":3440},[165],{"categories":3442},[114],{"categories":3444},[114],{"categories":3446},[214],{"categories":3448},[114],{"categories":3450},[114],{"categories":3452},[211],{"categories":3454},[175],{"categories":3456},[],{"categories":3458},[114],{"categories":3460},[114],{"categories":3462},[263],{"categories":3464},[114],{"categories":3466},[292],{"categories":3468},[175],{"categories":3470},[114],{"categories":3472},[175],{"categories":3474},[],{"categories":3476},[],{"categories":3478},[],{"categories":3480},[165],{"categories":3482},[211],{"categories":3484},[175],{"categories":3486},[114],{"categories":3488},[114],{"categories":3490},[114],{"categories":3492},[114],{"categories":3494},[450],{"categories":3496},[263],{"categories":3498},[175],{"categories":3500},[114],{"categories":3502},[],{"categories":3504},[175],{"categories":3506},[175],{"categories":3508},[],{"categories":3510},[114],{"categories":3512},[175],{"categories":3514},[114],{"categories":3516},[],{"categories":3518},[114],{"categories":3520},[114],{"categories":3522},[114],{"categories":3524},[211],{"categories":3526},[263],{"categories":3528},[175],{"categories":3530},[263],{"categories":3532},[175],{"categories":3534},[114],{"categories":3536},[170],{"categories":3538},[],{"categories":3540},[],{"categories":3542},[114],{"categories":3544},[114],{"categories":3546},[114],{"categories":3548},[165],{"categories":3550},[175],{"categories":3552},[211],{"categories":3554},[],{"categories":3556},[263],{"categories":3558},[],{"categories":3560},[189],{"categories":3562},[114],{"categories":3564},[189],{"categories":3566},[263],{"categories":3568},[189],{"categories":3570},[114],{"categories":3572},[],{"categories":3574},[114],{"categories":3576},[114],{"categories":3578},[],{"categories":3580},[114],{"categories":3582},[114],{"categories":3584},[292],{"categories":3586},[114],{"categories":3588},[114],{"categories":3590},[333],{"categories":3592},[189],{"categories":3594},[114],{"categories":3596},[],{"categories":3598},[175],{"categories":3600},[114],{"categories":3602},[165],{"categories":3604},[565],{"categories":3606},[114],{"categories":3608},[114],{"categories":3610},[175],{"categories":3612},[114],{"categories":3614},[175],{"categories":3616},[114],{"categories":3618},[114],{"categories":3620},[114],{"categories":3622},[114],{"categories":3624},[],{"categories":3626},[114],{"categories":3628},[165],{"categories":3630},[114],{"categories":3632},[170],{"categories":3634},[189],{"categories":3636},[263],{"categories":3638},[],{"categories":3640},[114],{"categories":3642},[],{"categories":3644},[175],{"categories":3646},[114],{"categories":3648},[],{"categories":3650},[175],{"categories":3652},[114],{"categories":3654},[189],{"categories":3656},[263],{"categories":3658},[211],{"categories":3660},[114],{"categories":3662},[211],{"categories":3664},[175],{"categories":3666},[263],{"categories":3668},[114],{"categories":3670},[],{"categories":3672},[114],{"categories":3674},[200],{"categories":3676},[175],{"categories":3678},[114],{"categories":3680},[263],{"categories":3682},[211],{"categories":3684},[170],{"categories":3686},[189],{"categories":3688},[114],{"categories":3690},[114],{"categories":3692},[114],{"categories":3694},[114],{"categories":3696},[211],{"categories":3698},[292],{"categories":3700},[],{"categories":3702},[],{"categories":3704},[214],{"categories":3706},[506],{"categories":3708},[114],{"categories":3710},[175],{"categories":3712},[114,189],{"categories":3714},[211],{"categories":3716},[114],{"categories":3718},[114],{"categories":3720},[114],{"categories":3722},[114],{"categories":3724},[114],{"categories":3726},[114],{"categories":3728},[114],{"categories":3730},[175],{"categories":3732},[114],{"categories":3734},[175],{"categories":3736},[114],{"categories":3738},[114],{"categories":3740},[114],{"categories":3742},[],{"categories":3744},[114],{"categories":3746},[1286],{"categories":3748},[189],{"categories":3750},[263],{"categories":3752},[114],{"categories":3754},[114],{"categories":3756},[114],{"categories":3758},[214],{"categories":3760},[175],{"categories":3762},[292],{"categories":3764},[333],{"categories":3766},[],{"categories":3768},[189],{"categories":3770},[114],{"categories":3772},[170],{"categories":3774},[175],{"categories":3776},[165],{"categories":3778},[175],{"categories":3780},[114],{"categories":3782},[175],{"categories":3784},[175],{"categories":3786},[178],{"categories":3788},[189],{"categories":3790},[114],{"categories":3792},[114],{"categories":3794},[],{"categories":3796},[],{"categories":3798},[],{"categories":3800},[333],{"categories":3802},[114],{"categories":3804},[211],{"categories":3806},[114],{"categories":3808},[114],{"categories":3810},[114],{"categories":3812},[114],{"categories":3814},[],{"categories":3816},[114],{"categories":3818},[214],{"categories":3820},[170],{"categories":3822},[175],{"categories":3824},[114],{"categories":3826},[],{"categories":3828},[114],{"categories":3830},[175],{"categories":3832},[114],{"categories":3834},[333],{"categories":3836},[],{"categories":3838},[263],{"categories":3840},[263],{"categories":3842},[114],{"categories":3844},[175],{"categories":3846},[],{"categories":3848},[189],{"categories":3850},[114],{"categories":3852},[263],{"categories":3854},[114],{"categories":3856},[170],{"categories":3858},[175],{"categories":3860},[114],{"categories":3862},[],{"categories":3864},[211],{"categories":3866},[114],{"categories":3868},[114],{"categories":3870},[114],{"categories":3872},[263],{"categories":3874},[175],{"categories":3876},[211],{"categories":3878},[],{"categories":3880},[175],{"categories":3882},[170],{"categories":3884},[175],{"categories":3886},[263],{"categories":3888},[114],{"categories":3890},[114],{"categories":3892},[114],{"categories":3894},[506],{"categories":3896},[114],{"categories":3898},[175],{"categories":3900},[],{"categories":3902},[114],{"categories":3904},[114],{"categories":3906},[333],{"categories":3908},[211],{"categories":3910},[214],{"categories":3912},[611],{"categories":3914},[214],{"categories":3916},[214],{"categories":3918},[114],{"categories":3920},[],{"categories":3922},[],{"categories":3924},[],{"categories":3926},[175],{"categories":3928},[114],{"categories":3930},[175],{"categories":3932},[175],{"categories":3934},[189],{"categories":3936},[114],{"categories":3938},[483],{"categories":3940},[189],{"categories":3942},[175],{"categories":3944},[114],{"categories":3946},[114],{"categories":3948},[114],{"categories":3950},[114],{"categories":3952},[114],{"categories":3954},[175],{"categories":3956},[114],{"categories":3958},[],{"categories":3960},[],{"categories":3962},[114],{"categories":3964},[],{"categories":3966},[114],{"categories":3968},[175],{"categories":3970},[263],{"categories":3972},[114],{"categories":3974},[114],{"categories":3976},[],{"categories":3978},[175],{"categories":3980},[114],{"categories":3982},[114],{"categories":3984},[178],{"categories":3986},[114],{"categories":3988},[263],{"categories":3990},[114],{"categories":3992},[175],{"categories":3994},[170],{"categories":3996},[114],{"categories":3998},[114],{"categories":4000},[292],{"categories":4002},[175],{"categories":4004},[114],{"categories":4006},[114],{"categories":4008},[923],{"categories":4010},[114],{"categories":4012},[175],{"categories":4014},[114],{"categories":4016},[189],{"categories":4018},[114],{"categories":4020},[565],{"categories":4022},[263],{"categories":4024},[],{"categories":4026},[114],{"categories":4028},[114],{"categories":4030},[211],{"categories":4032},[506],{"categories":4034},[175],{"categories":4036},[114],{"categories":4038},[],{"categories":4040},[211],{"categories":4042},[427],{"categories":4044},[175],{"categories":4046},[175],{"categories":4048},[175],{"categories":4050},[114],{"categories":4052},[114],{"categories":4054},[175],{"categories":4056},[],{"categories":4058},[170],{"categories":4060},[114],{"categories":4062},[170],{"categories":4064},[175],{"categories":4066},[],{"categories":4068},[189],{"categories":4070},[114],{"categories":4072},[114],{"categories":4074},[165],{"categories":4076},[114],{"categories":4078},[211],{"categories":4080},[333],{"categories":4082},[200],{"categories":4084},[175],{"categories":4086},[175],{"categories":4088},[114],{"categories":4090},[114],{"categories":4092},[175],{"categories":4094},[114],{"categories":4096},[165],{"categories":4098},[],{"categories":4100},[175],{"categories":4102},[114],{"categories":4104},[114],{"categories":4106},[114],{"categories":4108},[175],{"categories":4110},[114],{"categories":4112},[],{"categories":4114},[114],{"categories":4116},[],{"categories":4118},[263],{"categories":4120},[175],{"categories":4122},[114,170],{"categories":4124},[175],{"categories":4126},[114],{"categories":4128},[],{"categories":4130},[165],{"categories":4132},[214],{"categories":4134},[170],{"categories":4136},[114],{"categories":4138},[189],{"categories":4140},[114],{"categories":4142},[114],{"categories":4144},[175],{"categories":4146},[114],{"categories":4148},[114],{"categories":4150},[114],{"categories":4152},[211],{"categories":4154},[1286],{"categories":4156},[175],{"categories":4158},[114],{"categories":4160},[],{"categories":4162},[],{"categories":4164},[114],{"categories":4166},[175],{"categories":4168},[114],{"categories":4170},[114],{"categories":4172},[333],{"categories":4174},[],{"categories":4176},[114],{"categories":4178},[175],{"categories":4180},[200],{"categories":4182},[175],{"categories":4184},[506],{"categories":4186},[],{"categories":4188},[450],{"categories":4190},[175],{"categories":4192},[114],{"categories":4194},[114],{"categories":4196},[292],{"categories":4198},[175],{"categories":4200},[114],{"categories":4202},[214],{"categories":4204},[178],{"categories":4206},[175],{"categories":4208},[114],{"categories":4210},[506],{"categories":4212},[114],{"categories":4214},[333],{"categories":4216},[170],{"categories":4218},[],{"categories":4220},[114],{"categories":4222},[114],{"categories":4224},[292],{"categories":4226},[263],{"categories":4228},[114],{"categories":4230},[114],{"categories":4232},[114],{"categories":4234},[],{"categories":4236},[292],{"categories":4238},[211],{"categories":4240},[114],{"categories":4242},[114],{"categories":4244},[114],{"categories":4246},[611],{"categories":4248},[165],{"categories":4250},[114],{"categories":4252},[178],{"categories":4254},[114],{"categories":4256},[],{"categories":4258},[],{"categories":4260},[263],{"categories":4262},[114],{"categories":4264},[214],{"categories":4266},[292],{"categories":4268},[175],{"categories":4270},[114],{"categories":4272},[114],{"categories":4274},[292],{"categories":4276},[211],{"categories":4278},[114],{"categories":4280},[],{"categories":4282},[114],{"categories":4284},[114],{"categories":4286},[],{"categories":4288},[114],{"categories":4290},[114],{"categories":4292},[636],{"categories":4294},[114],{"categories":4296},[114],{"categories":4298},[175],{"categories":4300},[189],{"categories":4302},[506],{"categories":4304},[114],{"categories":4306},[114],{"categories":4308},[114],{"categories":4310},[],{"categories":4312},[114,189],{"categories":4314},[211],{"categories":4316},[175],{"categories":4318},[189],{"categories":4320},[175],{"categories":4322},[961],{"categories":4324},[189],{"categories":4326},[189],{"categories":4328},[175],{"categories":4330},[114],{"categories":4332},[165],{"categories":4334},[],{"categories":4336},[],{"categories":4338},[175],{"categories":4340},[114],{"categories":4342},[189],{"categories":4344},[114],{"categories":4346},[165],{"categories":4348},[189],{"categories":4350},[189],{"categories":4352},[114],{"categories":4354},[292],{"categories":4356},[114],{"categories":4358},[189],{"categories":4360},[114],{"categories":4362},[],{"categories":4364},[114],{"categories":4366},[114],{"categories":4368},[263,114],{"categories":4370},[333],{"categories":4372},[165],{"categories":4374},[114],{"categories":4376},[],{"categories":4378},[114],{"categories":4380},[114],{"categories":4382},[170],{"categories":4384},[114],{"categories":4386},[170],{"categories":4388},[114],{"categories":4390},[114],{"categories":4392},[427],{"categories":4394},[114],{"categories":4396},[170],{"categories":4398},[189],{"categories":4400},[214],{"categories":4402},[175],{"categories":4404},[114],{"categories":4406},[189],{"categories":4408},[114],{"categories":4410},[114],{"categories":4412},[211],{"categories":4414},[292],{"categories":4416},[263],{"categories":4418},[114],{"categories":4420},[114],{"categories":4422},[114],{"categories":4424},[114],{"categories":4426},[165],{"categories":4428},[114],{"categories":4430},[175],{"categories":4432},[175],{"categories":4434},[189],{"categories":4436},[211],{"categories":4438},[189],{"categories":4440},[189],{"categories":4442},[114],{"categories":4444},[114],{"categories":4446},[],{"categories":4448},[],{"categories":4450},[214],{"categories":4452},[114],{"categories":4454},[189],{"categories":4456},[114],{"categories":4458},[263],{"categories":4460},[506],{"categories":4462},[450],{"categories":4464},[427],{"categories":4466},[114],{"categories":4468},[114],{"categories":4470},[114],{"categories":4472},[214],{"categories":4474},[114],{"categories":4476},[114],{"categories":4478},[114],{"categories":4480},[114],{"categories":4482},[114],{"categories":4484},[114],{"categories":4486},[114],{"categories":4488},[175],{"categories":4490},[165],{"categories":4492},[175],{"categories":4494},[114,170],{"categories":4496},[],{"categories":4498},[263],{"categories":4500},[],{"categories":4502},[178],{"categories":4504},[114],{"categories":4506},[211],{"categories":4508},[165],{"categories":4510},[114],{"categories":4512},[165],{"categories":4514},[175],{"categories":4516},[214],{"categories":4518},[175],{"categories":4520},[178],{"categories":4522},[175],{"categories":4524},[114],{"categories":4526},[114],{"categories":4528},[170],{"categories":4530},[175],{"categories":4532},[189],{"categories":4534},[292],{"categories":4536},[114],{"categories":4538},[114],{"categories":4540},[],{"categories":4542},[211],{"categories":4544},[114],{"categories":4546},[114],{"categories":4548},[114],{"categories":4550},[114],{"categories":4552},[114],{"categories":4554},[114],{"categories":4556},[189],{"categories":4558},[211],{"categories":4560},[189],{"categories":4562},[189],{"categories":4564},[114],{"categories":4566},[114],{"categories":4568},[114],{"categories":4570},[114],{"categories":4572},[450],{"categories":4574},[114],{"categories":4576},[175],{"categories":4578},[211],{"categories":4580},[114],{"categories":4582},[114],{"categories":4584},[114],{"categories":4586},[175],{"categories":4588},[114],{"categories":4590},[114],{"categories":4592},[114],{"categories":4594},[3185],{"categories":4596},[4597],"Clinical AI",{"categories":4599},[263],{"categories":4601},[114],{"categories":4603},[114],{"categories":4605},[114],{"categories":4607},[114],{"categories":4609},[333],{"categories":4611},[2544],{"categories":4613},[114],{"categories":4615},[178],{"categories":4617},[263],{"categories":4619},[114],{"categories":4621},[175],{"categories":4623},[114],{"categories":4625},[114],{"categories":4627},[211],{"categories":4629},[114],{"categories":4631},[175],{"categories":4633},[189],{"categories":4635},[292],{"categories":4637},[114],{"categories":4639},[114],{"categories":4641},[170],{"categories":4643},[114],{"categories":4645},[114],{"categories":4647},[565],{"categories":4649},[114],{"categories":4651},[],{"categories":4653},[175],{"categories":4655},[114],{"categories":4657},[189],{"categories":4659},[165],{"categories":4661},[114],{"categories":4663},[],{"categories":4665},[],{"categories":4667},[114],{"categories":4669},[],{"categories":4671},[170],{"categories":4673},[114],{"categories":4675},[114],{"categories":4677},[175],{"categories":4679},[114],{"categories":4681},[211],{"categories":4683},[211],{"categories":4685},[211],{"categories":4687},[211],{"categories":4689},[],{"categories":4691},[165],{"categories":4693},[175],{"categories":4695},[211],{"categories":4697},[114],{"categories":4699},[636],{"categories":4701},[178],{"categories":4703},[175],{"categories":4705},[114],{"categories":4707},[165],{"categories":4709},[114],{"categories":4711},[175],{"categories":4713},[114],{"categories":4715},[114],{"categories":4717},[114],{"categories":4719},[114,175],{"categories":4721},[175],{"categories":4723},[333],{"categories":4725},[211],{"categories":4727},[175],{"categories":4729},[211],{"categories":4731},[175],{"categories":4733},[114],{"categories":4735},[],{"categories":4737},[211],{"categories":4739},[292],{"categories":4741},[165],{"categories":4743},[114],{"categories":4745},[114],{"categories":4747},[],{"categories":4749},[189],{"categories":4751},[],{"categories":4753},[165],{"categories":4755},[175],{"categories":4757},[211],{"categories":4759},[114],{"categories":4761},[211],{"categories":4763},[165],{"categories":4765},[211],{"categories":4767},[211],{"categories":4769},[],{"categories":4771},[170],{"categories":4773},[175],{"categories":4775},[211],{"categories":4777},[211],{"categories":4779},[211],{"categories":4781},[211],{"categories":4783},[211],{"categories":4785},[211],{"categories":4787},[211],{"categories":4789},[211],{"categories":4791},[211],{"categories":4793},[211],{"categories":4795},[214],{"categories":4797},[165],{"categories":4799},[114],{"categories":4801},[114],{"categories":4803},[175],{"categories":4805},[175],{"categories":4807},[],{"categories":4809},[114],{"categories":4811},[114,165],{"categories":4813},[],{"categories":4815},[175],{"categories":4817},[114],{"categories":4819},[211],{"categories":4821},[175],{"categories":4823},[961],{"categories":4825},[114],{"categories":4827},[114],{"categories":4829},[114],{"categories":4831},[114],{"categories":4833},[114],{"categories":4835},[427],{"categories":4837},[114],{"categories":4839},[114],{"categories":4841},[175],{"categories":4843},[114],{"categories":4845},[114],{"categories":4847},[170],{"categories":4849},[178],{"categories":4851},[175],{"categories":4853},[175],{"categories":4855},[],{"categories":4857},[175],{"categories":4859},[263],{"categories":4861},[211],{"categories":4863},[114],{"categories":4865},[],{"categories":4867},[178],{"categories":4869},[],{"categories":4871},[189],{"categories":4873},[114],{"categories":4875},[175],{"categories":4877},[263],{"categories":4879},[114],{"categories":4881},[],{"categories":4883},[114],{"categories":4885},[114],{"categories":4887},[],{"categories":4889},[292],{"categories":4891},[114],{"categories":4893},[175],{"categories":4895},[],{"categories":4897},[],{"categories":4899},[211],{"categories":4901},[165],{"categories":4903},[114],{"categories":4905},[114],{"categories":4907},[170],{"categories":4909},[114],{"categories":4911},[114],{"categories":4913},[175],{"categories":4915},[114],{"categories":4917},[170],{"categories":4919},[170],{"categories":4921},[263],{"categories":4923},[],{"categories":4925},[114],{"categories":4927},[211],{"categories":4929},[],{"categories":4931},[114],{"categories":4933},[114],{"categories":4935},[263],{"categories":4937},[114],{"categories":4939},[114],{"categories":4941},[292],{"categories":4943},[114],{"categories":4945},[333],{"categories":4947},[],{"categories":4949},[175],{"categories":4951},[114],{"categories":4953},[292],{"categories":4955},[189],{"categories":4957},[],{"categories":4959},[114],{"categories":4961},[],{"categories":4963},[175],{"categories":4965},[263],{"categories":4967},[189],{"categories":4969},[],{"categories":4971},[3185],{"categories":4973},[170],{"categories":4975},[165],{"categories":4977},[114],{"categories":4979},[214],{"categories":4981},[175],{"categories":4983},[263],{"categories":4985},[114],{"categories":4987},[189],{"categories":4989},[],{"categories":4991},[],{"categories":4993},[114],{"categories":4995},[165],{"categories":4997},[114],{"categories":4999},[292],{"categories":5001},[],{"categories":5003},[175],{"categories":5005},[175],{"categories":5007},[114],{"categories":5009},[175],{"categories":5011},[114],{"categories":5013},[211],{"categories":5015},[189],{"categories":5017},[114],{"categories":5019},[175],{"categories":5021},[178],{"categories":5023},[114],{"categories":5025},[114],{"categories":5027},[114],{"categories":5029},[175],{"categories":5031},[114],{"categories":5033},[178],{"categories":5035},[292],{"categories":5037},[211],{"categories":5039},[],{"categories":5041},[292],{"categories":5043},[114],{"categories":5045},[],{"categories":5047},[189],{"categories":5049},[175],{"categories":5051},[],{"categories":5053},[114],{"categories":5055},[114],{"categories":5057},[114],{"categories":5059},[114],{"categories":5061},[114],{"categories":5063},[175],{"categories":5065},[170],{"categories":5067},[165],{"categories":5069},[175],{"categories":5071},[114],{"categories":5073},[263],{"categories":5075},[189],{"categories":5077},[189],{"categories":5079},[114],{"categories":5081},[214],{"categories":5083},[175],{"categories":5085},[114],{"categories":5087},[114],{"categories":5089},[175],{"categories":5091},[114],{"categories":5093},[114],{"categories":5095},[175],{"categories":5097},[170],{"categories":5099},[114],{"categories":5101},[263],{"categories":5103},[189],{"categories":5105},[175],{"categories":5107},[114],{"categories":5109},[178],{"categories":5111},[114],{"categories":5113},[175],{"categories":5115},[114],{"categories":5117},[114],{"categories":5119},[211],{"categories":5121},[114],{"categories":5123},[],{"categories":5125},[165],{"categories":5127},[114],{"categories":5129},[114],{"categories":5131},[114],{"categories":5133},[189],{"categories":5135},[189],{"categories":5137},[114],{"categories":5139},[189],{"categories":5141},[114],{"categories":5143},[175],{"categories":5145},[114],{"categories":5147},[114],{"categories":5149},[114],{"categories":5151},[114],{"categories":5153},[114],{"categories":5155},[],{"categories":5157},[114],{"categories":5159},[263],{"categories":5161},[175],{"categories":5163},[170],{"categories":5165},[211],{"categories":5167},[114],{"categories":5169},[175],{"categories":5171},[114],{"categories":5173},[175],{"categories":5175},[114],{"categories":5177},[114],{"categories":5179},[263],{"categories":5181},[175],{"categories":5183},[114],{"categories":5185},[292],{"categories":5187},[114],{"categories":5189},[214],{"categories":5191},[114],{"categories":5193},[114],{"categories":5195},[211],{"categories":5197},[114],{"categories":5199},[114],{"categories":5201},[114],{"categories":5203},[114],{"categories":5205},[175],{"categories":5207},[333],{"categories":5209},[114],{"categories":5211},[189],{"categories":5213},[175],{"categories":5215},[214],{"categories":5217},[],{"categories":5219},[175],{"categories":5221},[189],{"categories":5223},[114],{"categories":5225},[114],{"categories":5227},[2382],{"categories":5229},[263],{"categories":5231},[362],{"categories":5233},[114],{"categories":5235},[114],{"categories":5237},[114],{"categories":5239},[114],{"categories":5241},[165],{"categories":5243},[114],{"categories":5245},[114],{"categories":5247},[189],{"categories":5249},[170],{"categories":5251},[114],{"categories":5253},[189],{"categories":5255},[114],{"categories":5257},[],{"categories":5259},[175],{"categories":5261},[175],{"categories":5263},[114],{"categories":5265},[114],{"categories":5267},[114],{"categories":5269},[214],{"categories":5271},[],{"categories":5273},[211],{"categories":5275},[],{"categories":5277},[211],{"categories":5279},[114],{"categories":5281},[114],{"categories":5283},[175],{"categories":5285},[114],{"categories":5287},[175],{"categories":5289},[175],{"categories":5291},[],{"categories":5293},[114],{"categories":5295},[211],{"categories":5297},[114],{"categories":5299},[],{"categories":5301},[114],{"categories":5303},[114],{"categories":5305},[],{"categories":5307},[114],{"categories":5309},[114],{"categories":5311},[263],{"categories":5313},[189],{"categories":5315},[175],{"categories":5317},[114],{"categories":5319},[114],{"categories":5321},[114],{"categories":5323},[114],{"categories":5325},[292],{"categories":5327},[114],{"categories":5329},[114],{"categories":5331},[114],{"categories":5333},[165],{"categories":5335},[114],{"categories":5337},[114],{"categories":5339},[],{"categories":5341},[114],{"categories":5343},[114],{"categories":5345},[114],{"categories":5347},[],{"categories":5349},[165],{"categories":5351},[114],{"categories":5353},[114],{"categories":5355},[211],{"categories":5357},[189],{"categories":5359},[178],{"categories":5361},[175],{"categories":5363},[506],{"categories":5365},[114],{"categories":5367},[114],{"categories":5369},[114],{"categories":5371},[189],{"categories":5373},[211],{"categories":5375},[263],{"categories":5377},[114],{"categories":5379},[114],{"categories":5381},[114],{"categories":5383},[114],{"categories":5385},[211],{"categories":5387},[114],{"categories":5389},[263],{"categories":5391},[114],{"categories":5393},[114],{"categories":5395},[211],{"categories":5397},[263],{"categories":5399},[114],{"categories":5401},[211],{"categories":5403},[114],{"categories":5405},[175],{"categories":5407},[175],{"categories":5409},[175],{"categories":5411},[189],{"categories":5413},[211],{"categories":5415},[175],{"categories":5417},[175],{"categories":5419},[114],{"categories":5421},[189],{"categories":5423},[263],{"categories":5425},[114],{"categories":5427},[114],{"categories":5429},[175],{"categories":5431},[114],{"categories":5433},[],{"categories":5435},[175],{"categories":5437},[],{"categories":5439},[114],{"categories":5441},[114],{"categories":5443},[],{"categories":5445},[],{"categories":5447},[175],{"categories":5449},[170],{"categories":5451},[175],{"categories":5453},[5454],"Liability & Ethics",{"categories":5456},[114],{"categories":5458},[114],{"categories":5460},[114],{"categories":5462},[175],{"categories":5464},[165],{"categories":5466},[175],{"categories":5468},[170],{"categories":5470},[292],{"categories":5472},[175],{"categories":5474},[114],{"categories":5476},[114],{"categories":5478},[],{"categories":5480},[611],{"categories":5482},[175],{"categories":5484},[],{"categories":5486},[114],{"categories":5488},[165],{"categories":5490},[175],{"categories":5492},[],{"categories":5494},[175],{"categories":5496},[114],{"categories":5498},[114],{"categories":5500},[189],{"categories":5502},[114],{"categories":5504},[211],{"categories":5506},[114],{"categories":5508},[114],{"categories":5510},[178],{"categories":5512},[175],{"categories":5514},[114],{"categories":5516},[114],{"categories":5518},[114],{"categories":5520},[211],{"categories":5522},[175],{"categories":5524},[189],{"categories":5526},[263],{"categories":5528},[165],{"categories":5530},[114],{"categories":5532},[114],{"categories":5534},[114],{"categories":5536},[],{"categories":5538},[175],{"categories":5540},[175],{"categories":5542},[175],{"categories":5544},[506],{"categories":5546},[263],{"categories":5548},[175],{"categories":5550},[333],{"categories":5552},[189],{"categories":5554},[211],{"categories":5556},[114],{"categories":5558},[263],{"categories":5560},[114],{"categories":5562},[165],{"categories":5564},[],{"categories":5566},[175],{"categories":5568},[114],{"categories":5570},[114],{"categories":5572},[114],{"categories":5574},[114],{"categories":5576},[175],{"categories":5578},[114],{"categories":5580},[114],{"categories":5582},[263],{"categories":5584},[],{"categories":5586},[175],{"categories":5588},[178],{"categories":5590},[211],{"categories":5592},[175],{"categories":5594},[170],{"categories":5596},[],{"categories":5598},[114],{"categories":5600},[114],{"categories":5602},[178],{"categories":5604},[114],{"categories":5606},[175],{"categories":5608},[211],{"categories":5610},[165],{"categories":5612},[333],{"categories":5614},[114],{"categories":5616},[114],{"categories":5618},[114],{"categories":5620},[211],{"categories":5622},[170],{"categories":5624},[114],{"categories":5626},[263],{"categories":5628},[211],{"categories":5630},[333],{"categories":5632},[114],{"categories":5634},[175],{"categories":5636},[],{"categories":5638},[565],{"categories":5640},[],{"categories":5642},[114],{"categories":5644},[333],{"categories":5646},[114],{"categories":5648},[214],{"categories":5650},[114],{"categories":5652},[175],{"categories":5654},[175],{"categories":5656},[5657],"Design News & Tools",{"categories":5659},[114],{"categories":5661},[114],{"categories":5663},[211],{"categories":5665},[114],{"categories":5667},[114],{"categories":5669},[165],{"categories":5671},[175],{"categories":5673},[114],{"categories":5675},[263],{"categories":5677},[175],{"categories":5679},[175],{"categories":5681},[263],{"categories":5683},[114],{"categories":5685},[114],{"categories":5687},[506],{"categories":5689},[175],{"categories":5691},[114],{"categories":5693},[114],{"categories":5695},[506],{"categories":5697},[114],{"categories":5699},[292],{"categories":5701},[114],{"categories":5703},[175],{"categories":5705},[],{"categories":5707},[114],{"categories":5709},[114],{"categories":5711},[114],{"categories":5713},[211],{"categories":5715},[114],{"categories":5717},[165],{"categories":5719},[],{"categories":5721},[114],{"categories":5723},[114],{"categories":5725},[114],{"categories":5727},[189],{"categories":5729},[636],{"categories":5731},[189],{"categories":5733},[263],{"categories":5735},[114],{"categories":5737},[114,175],{"categories":5739},[292,170],{"categories":5741},[189],{"categories":5743},[114],{"categories":5745},[114],{"categories":5747},[114],{"categories":5749},[114],{"categories":5751},[],{"categories":5753},[175],{"categories":5755},[114],{"categories":5757},[],{"categories":5759},[114],{"categories":5761},[189],{"categories":5763},[114],{"categories":5765},[189],{"categories":5767},[],{"categories":5769},[175],{"categories":5771},[114],{"categories":5773},[170],{"categories":5775},[114],{"categories":5777},[211],{"categories":5779},[114],{"categories":5781},[],{"categories":5783},[175],{"categories":5785},[114],{"categories":5787},[],{"categories":5789},[263],{"categories":5791},[114],{"categories":5793},[114],{"categories":5795},[175],{"categories":5797},[114],{"categories":5799},[114],{"categories":5801},[165],{"categories":5803},[175],{"categories":5805},[114],{"categories":5807},[],{"categories":5809},[114],{"categories":5811},[333],{"categories":5813},[292],{"categories":5815},[170],{"categories":5817},[170],{"categories":5819},[114],{"categories":5821},[165],{"categories":5823},[165],{"categories":5825},[114],{"categories":5827},[175],{"categories":5829},[114],{"categories":5831},[114],{"categories":5833},[114],{"categories":5835},[114],{"categories":5837},[189],{"categories":5839},[114],{"categories":5841},[165],{"categories":5843},[114],{"categories":5845},[114],{"categories":5847},[175],{"categories":5849},[114],{"categories":5851},[292],{"categories":5853},[114],{"categories":5855},[211],{"categories":5857},[114],{"categories":5859},[114],{"categories":5861},[175],{"categories":5863},[178],{"categories":5865},[114],{"categories":5867},[114],{"categories":5869},[175],{"categories":5871},[],{"categories":5873},[189],{"categories":5875},[],{"categories":5877},[189],{"categories":5879},[175],{"categories":5881},[165],{"categories":5883},[114],{"categories":5885},[],{"categories":5887},[214],{"categories":5889},[333],{"categories":5891},[114],{"categories":5893},[189],{"categories":5895},[114],{"categories":5897},[],{"categories":5899},[211],{"categories":5901},[175],{"categories":5903},[189],{"categories":5905},[263],{"categories":5907},[170],{"categories":5909},[114],{"categories":5911},[114],{"categories":5913},[175],{"categories":5915},[189],{"categories":5917},[175],{"categories":5919},[211],{"categories":5921},[114],{"categories":5923},[178],{"categories":5925},[165],{"categories":5927},[178],{"categories":5929},[211],{"categories":5931},[114],{"categories":5933},[189],{"categories":5935},[114],{"categories":5937},[263],{"categories":5939},[170],{"categories":5941},[114],{"categories":5943},[114],{"categories":5945},[114],{"categories":5947},[114],{"categories":5949},[114],{"categories":5951},[114],{"categories":5953},[175],{"categories":5955},[114],{"categories":5957},[175],{"categories":5959},[114],{"categories":5961},[114],{"categories":5963},[165],{"categories":5965},[114],{"categories":5967},[175],{"categories":5969},[175],{"categories":5971},[263],{"categories":5973},[175],{"categories":5975},[175],{"categories":5977},[114],{"categories":5979},[165],{"categories":5981},[175],{"categories":5983},[263],{"categories":5985},[],{"categories":5987},[114],{"categories":5989},[214],{"categories":5991},[506],{"categories":5993},[114],{"categories":5995},[175],{"categories":5997},[114],{"categories":5999},[114],{"categories":6001},[189],{"categories":6003},[114],{"categories":6005},[],{"categories":6007},[114],{"categories":6009},[175],{"categories":6011},[114],{"categories":6013},[292],{"categories":6015},[114],{"categories":6017},[189],{"categories":6019},[114],{"categories":6021},[211],{"categories":6023},[175],{"categories":6025},[114],{"categories":6027},[292],{"categories":6029},[175],{"categories":6031},[170],{"categories":6033},[170],{"categories":6035},[114],{"categories":6037},[114],{"categories":6039},[114],{"categories":6041},[114],{"categories":6043},[114],{"categories":6045},[114],{"categories":6047},[165],{"categories":6049},[],{"categories":6051},[114],{"categories":6053},[114],{"categories":6055},[175],{"categories":6057},[175],{"categories":6059},[114],{"categories":6061},[114],{"categories":6063},[114],{"categories":6065},[114],{"categories":6067},[114],{"categories":6069},[189],{"categories":6071},[],{"categories":6073},[165],{"categories":6075},[114],{"categories":6077},[114],{"categories":6079},[175],{"categories":6081},[175],{"categories":6083},[],{"categories":6085},[189],{"categories":6087},[189],{"categories":6089},[114],{"categories":6091},[292],{"categories":6093},[170],{"categories":6095},[263],{"categories":6097},[],{"categories":6099},[114],{"categories":6101},[175],{"categories":6103},[165],{"categories":6105},[114],{"categories":6107},[114],{"categories":6109},[189],{"categories":6111},[165],{"categories":6113},[114],{"categories":6115},[114],{"categories":6117},[211],{"categories":6119},[214],{"categories":6121},[114],{"categories":6123},[211],{"categories":6125},[175],{"categories":6127},[114],{"categories":6129},[],{"categories":6131},[211],{"categories":6133},[175],{"categories":6135},[263],{"categories":6137},[214],{"categories":6139},[114],{"categories":6141},[114],{"categories":6143},[],{"categories":6145},[175],{"categories":6147},[175],{"categories":6149},[175],{"categories":6151},[3185],{"categories":6153},[211],{"categories":6155},[114],{"categories":6157},[189],{"categories":6159},[114],{"categories":6161},[114],{"categories":6163},[114],{"categories":6165},[114],{"categories":6167},[114],{"categories":6169},[170],{"categories":6171},[114],{"categories":6173},[165],{"categories":6175},[1848],{"categories":6177},[333],{"categories":6179},[165],{"categories":6181},[],{"categories":6183},[114],{"categories":6185},[],{"categories":6187},[211],{"categories":6189},[175],{"categories":6191},[263],{"categories":6193},[114],{"categories":6195},[114],{"categories":6197},[114],{"categories":6199},[211],{"categories":6201},[],{"categories":6203},[175],{"categories":6205},[114],{"categories":6207},[175],{"categories":6209},[175],{"categories":6211},[],{"categories":6213},[114],{"categories":6215},[],{"categories":6217},[211],{"categories":6219},[165],{"categories":6221},[263],{"categories":6223},[114],{"categories":6225},[175],{"categories":6227},[211],{"categories":6229},[114],{"categories":6231},[211],{"categories":6233},[],{"categories":6235},[211],{"categories":6237},[114],{"categories":6239},[165],{"categories":6241},[506],{"categories":6243},[175],{"categories":6245},[114],{"categories":6247},[],{"categories":6249},[189],{"categories":6251},[175],{"categories":6253},[178],{"categories":6255},[175],{"categories":6257},[165],{"categories":6259},[114],{"categories":6261},[114],{"categories":6263},[],{"categories":6265},[],{"categories":6267},[],{"categories":6269},[263],{"categories":6271},[114],{"categories":6273},[175],{"categories":6275},[114],{"categories":6277},[114],{"categories":6279},[],{"categories":6281},[],{"categories":6283},[],{"categories":6285},[114],{"categories":6287},[175],{"categories":6289},[263],{"categories":6291},[114],{"categories":6293},[],{"categories":6295},[175],{"categories":6297},[114],{"categories":6299},[114],{"categories":6301},[165],{"categories":6303},[],{"categories":6305},[],{"categories":6307},[114],{"categories":6309},[114],{"categories":6311},[175],{"categories":6313},[263],{"categories":6315},[114],{"categories":6317},[211],{"categories":6319},[],{"categories":6321},[114],{"categories":6323},[114],{"categories":6325},[292],{"categories":6327},[211],{"categories":6329},[292],{"categories":6331},[214],{"categories":6333},[114],{"categories":6335},[114],{"categories":6337},[],{"categories":6339},[],{"categories":6341},[175],{"categories":6343},[],{"categories":6345},[114],{"categories":6347},[506],{"categories":6349},[114],{"categories":6351},[114],{"categories":6353},[114],{"categories":6355},[114],{"categories":6357},[],{"categories":6359},[175],{"categories":6361},[114],{"categories":6363},[114],{"categories":6365},[],{"categories":6367},[175],{"categories":6369},[114],{"categories":6371},[211],{"categories":6373},[114],{"categories":6375},[292],{"categories":6377},[170],{"categories":6379},[178],{"categories":6381},[114],{"categories":6383},[114],{"categories":6385},[175],{"categories":6387},[214],{"categories":6389},[175],{"categories":6391},[175],{"categories":6393},[],{"categories":6395},[114],{"categories":6397},[175],{"categories":6399},[],{"categories":6401},[114],{"categories":6403},[],{"categories":6405},[211],{"categories":6407},[170],{"categories":6409},[],{"categories":6411},[114],{"categories":6413},[114],{"categories":6415},[114],{"categories":6417},[],{"categories":6419},[175],{"categories":6421},[263],{"categories":6423},[165],{"categories":6425},[114],{"categories":6427},[],{"categories":6429},[170],{"categories":6431},[292],{"categories":6433},[114],{"categories":6435},[189],{"categories":6437},[165],{"categories":6439},[214],{"categories":6441},[170],{"categories":6443},[189],{"categories":6445},[175],{"categories":6447},[189],{"categories":6449},[],{"categories":6451},[114],{"categories":6453},[178],{"categories":6455},[114],{"categories":6457},[],{"categories":6459},[175],{"categories":6461},[165],{"categories":6463},[263],{"categories":6465},[114],{"categories":6467},[165],{"categories":6469},[175],{"categories":6471},[333],{"categories":6473},[114],{"categories":6475},[114],{"categories":6477},[114],{"categories":6479},[114],{"categories":6481},[114],{"categories":6483},[165],{"categories":6485},[114],{"categories":6487},[189],{"categories":6489},[214],{"categories":6491},[175],{"categories":6493},[],{"categories":6495},[114],{"categories":6497},[114],{"categories":6499},[114],{"categories":6501},[189],{"categories":6503},[175],{"categories":6505},[211],{"categories":6507},[189],{"categories":6509},[114],{"categories":6511},[178],{"categories":6513},[],{"categories":6515},[263],{"categories":6517},[189],{"categories":6519},[211],{"categories":6521},[114],{"categories":6523},[165],{"categories":6525},[175],{"categories":6527},[114],{"categories":6529},[114],{"categories":6531},[175],{"categories":6533},[178],{"categories":6535},[114],{"categories":6537},[175],{"categories":6539},[114],{"categories":6541},[170],{"categories":6543},[175],{"categories":6545},[175,333],{"categories":6547},[114],{"categories":6549},[114],{"categories":6551},[175],{"categories":6553},[189],{"categories":6555},[114],{"categories":6557},[114],{"categories":6559},[214],{"categories":6561},[175],{"categories":6563},[292],{"categories":6565},[175],{"categories":6567},[170],{"categories":6569},[],{"categories":6571},[175],{"categories":6573},[114],{"categories":6575},[170],{"categories":6577},[],{"categories":6579},[],{"categories":6581},[189],{"categories":6583},[114],{"categories":6585},[114],{"categories":6587},[175],{"categories":6589},[214],{"categories":6591},[292],{"categories":6593},[114],{"categories":6595},[114],{"categories":6597},[114],{"categories":6599},[175],{"categories":6601},[],{"categories":6603},[175],{"categories":6605},[211],{"categories":6607},[114],{"categories":6609},[175],{"categories":6611},[175],{"categories":6613},[114],{"categories":6615},[],{"categories":6617},[211],{"categories":6619},[189],{"categories":6621},[3185],{"categories":6623},[165],{"categories":6625},[189],{"categories":6627},[114],{"categories":6629},[175],{"categories":6631},[114],{"categories":6633},[114],{"categories":6635},[292],{"categories":6637},[189],{"categories":6639},[214],{"categories":6641},[],{"categories":6643},[211],{"categories":6645},[114],{"categories":6647},[114],{"categories":6649},[],{"categories":6651},[175],{"categories":6653},[114],{"categories":6655},[114],{"categories":6657},[114],{"categories":6659},[114],{"categories":6661},[175],{"categories":6663},[114],{"categories":6665},[114],{"categories":6667},[114],{"categories":6669},[178],{"categories":6671},[114],{"categories":6673},[175],{"categories":6675},[114],{"categories":6677},[114],{"categories":6679},[114],{"categories":6681},[114],{"categories":6683},[114],{"categories":6685},[114],{"categories":6687},[114],{"categories":6689},[170],{"categories":6691},[],{"categories":6693},[178],{"categories":6695},[211],{"categories":6697},[175],{"categories":6699},[114],{"categories":6701},[189],{"categories":6703},[],{"categories":6705},[189],{"categories":6707},[189],{"categories":6709},[175],{"categories":6711},[189],{"categories":6713},[114],{"categories":6715},[114],{"categories":6717},[114],{"categories":6719},[175],{"categories":6721},[189],{"categories":6723},[114],{"categories":6725},[114],{"categories":6727},[114],{"categories":6729},[175],{"categories":6731},[211],{"categories":6733},[114],{"categories":6735},[114],{"categories":6737},[114],{"categories":6739},[170],{"categories":6741},[114],{"categories":6743},[175],{"categories":6745},[263],{"categories":6747},[],{"categories":6749},[114],{"categories":6751},[214],{"categories":6753},[175],{"categories":6755},[114],{"categories":6757},[114],{"categories":6759},[],{"categories":6761},[114],{"categories":6763},[114],{"categories":6765},[211],{"categories":6767},[114],{"categories":6769},[114],{"categories":6771},[175],{"categories":6773},[292],{"categories":6775},[],{"categories":6777},[],{"categories":6779},[189],{"categories":6781},[114],{"categories":6783},[114],{"categories":6785},[211],{"categories":6787},[114],{"categories":6789},[189],{"categories":6791},[211],{"categories":6793},[114],{"categories":6795},[114],{"categories":6797},[292],{"categories":6799},[214],{"categories":6801},[114],{"categories":6803},[114],{"categories":6805},[165],{"categories":6807},[175],{"categories":6809},[114],{"categories":6811},[114],{"categories":6813},[175],{"categories":6815},[170],{"categories":6817},[175],{"categories":6819},[189],{"categories":6821},[114],{"categories":6823},[170],{"categories":6825},[],{"categories":6827},[114],{"categories":6829},[214],{"categories":6831},[114],{"categories":6833},[114],{"categories":6835},[],{"categories":6837},[211],{"categories":6839},[114],{"categories":6841},[175],{"categories":6843},[214],{"categories":6845},[114],{"categories":6847},[189],{"categories":6849},[189],{"categories":6851},[189],{"categories":6853},[114],{"categories":6855},[175],{"categories":6857},[175],{"categories":6859},[114],{"categories":6861},[175],{"categories":6863},[114],{"categories":6865},[114],{"categories":6867},[263],{"categories":6869},[214],{"categories":6871},[214],{"categories":6873},[],{"categories":6875},[211],{"categories":6877},[114],{"categories":6879},[114],{"categories":6881},[189],{"categories":6883},[],{"categories":6885},[211],{"categories":6887},[211],{"categories":6889},[211],{"categories":6891},[],{"categories":6893},[175],{"categories":6895},[114],{"categories":6897},[],{"categories":6899},[165],{"categories":6901},[170],{"categories":6903},[],{"categories":6905},[114],{"categories":6907},[114],{"categories":6909},[],{"categories":6911},[189],{"categories":6913},[],{"categories":6915},[],{"categories":6917},[],{"categories":6919},[],{"categories":6921},[114],{"categories":6923},[211],{"categories":6925},[],{"categories":6927},[],{"categories":6929},[114],{"categories":6931},[114],{"categories":6933},[114],{"categories":6935},[214],{"categories":6937},[114],{"categories":6939},[214],{"categories":6941},[],{"categories":6943},[214],{"categories":6945},[214],{"categories":6947},[333],{"categories":6949},[175],{"categories":6951},[189],{"categories":6953},[],{"categories":6955},[],{"categories":6957},[214],{"categories":6959},[189],{"categories":6961},[189],{"categories":6963},[189],{"categories":6965},[],{"categories":6967},[165],{"categories":6969},[189],{"categories":6971},[189],{"categories":6973},[165],{"categories":6975},[189],{"categories":6977},[170],{"categories":6979},[189],{"categories":6981},[189],{"categories":6983},[189],{"categories":6985},[214],{"categories":6987},[211],{"categories":6989},[211],{"categories":6991},[114],{"categories":6993},[189],{"categories":6995},[214],{"categories":6997},[333],{"categories":6999},[214],{"categories":7001},[214],{"categories":7003},[214],{"categories":7005},[],{"categories":7007},[170],{"categories":7009},[],{"categories":7011},[333],{"categories":7013},[189],{"categories":7015},[189],{"categories":7017},[189],{"categories":7019},[175],{"categories":7021},[211,170],{"categories":7023},[214],{"categories":7025},[],{"categories":7027},[],{"categories":7029},[214],{"categories":7031},[],{"categories":7033},[214],{"categories":7035},[211],{"categories":7037},[175],{"categories":7039},[],{"categories":7041},[189],{"categories":7043},[114],{"categories":7045},[263],{"categories":7047},[],{"categories":7049},[114],{"categories":7051},[],{"categories":7053},[211],{"categories":7055},[165],{"categories":7057},[214],{"categories":7059},[],{"categories":7061},[189],{"categories":7063},[211],[7065,7146,7254,7343],{"id":7066,"title":7067,"ai":7068,"body":7073,"categories":7109,"created_at":115,"date_modified":115,"description":104,"extension":116,"faq":115,"featured":117,"kicker_label":115,"meta":7110,"navigation":139,"path":7133,"published_at":7134,"question":115,"scraped_at":7134,"seo":7135,"sitemap":7136,"source_id":7137,"source_name":7138,"source_type":7139,"source_url":7140,"stem":7141,"tags":7142,"thumbnail_url":115,"tldr":7143,"tweet":115,"unknown_tags":7144,"__hash__":7145},"summaries\u002Fsummaries\u002Fb2b55b8570894cdc-software-factories-balancing-ai-autonomy-with-huma-summary.md","Software Factories: Balancing AI Autonomy with Human Oversight",{"provider":7,"model":8,"input_tokens":7069,"output_tokens":7070,"processing_time_ms":7071,"cost_usd":7072},8129,806,4129,0.00324125,{"type":14,"value":7074,"toc":7103},[7075,7079,7082,7086,7089,7093,7096,7100],[17,7076,7078],{"id":7077},"the-architecture-of-the-software-factory","The Architecture of the Software Factory",[22,7080,7081],{},"Modern software development is shifting from individual coding to building 'factories'—systems of harnessed loops. A loop is a single agentic unit (context, action, check, repeat). A harness provides the environment (sandbox, tools, memory, gates). A software factory is the orchestration of these loops at scale. The fundamental challenge is not generation capacity, but verification. As generation becomes cheap and automated, the bottleneck shifts to the 'review gate'—the expensive, non-scaling resource of human judgment.",[17,7083,7085],{"id":7084},"dark-vs-lit-factories","Dark vs. Lit Factories",[22,7087,7088],{},"The distinction between 'dark' and 'lit' factories is a matter of human visibility. A 'dark' factory ships code verified only by machines, which can create the illusion of massive throughput. However, this leads to 'comprehension debt'—the widening gap between the amount of code in a system and the amount any human actually understands. While dark factories work for simple, isolated tasks, they fail in complex, long-lived enterprise systems where architectural integrity is paramount. A 'lit' factory keeps humans in the loop for high-stakes decisions, moving judgment upstream to the design and architectural phases before agents begin execution.",[17,7090,7092],{"id":7091},"managing-back-pressure-and-control-flow","Managing Back Pressure and Control Flow",[22,7094,7095],{},"'Back pressure' dictates that an agent should only have as much autonomy as can be cheaply and reliably verified. To manage this, engineers must move from 'vibe coding'—where the model wanders through tool calls—to structured 'graph-based' workflows. By defining explicit nodes and conditional edges (state machines), engineers create a predictable path for agents. This structure acts as a safety net, allowing for automated verification through types, test seams, and well-defined component boundaries.",[17,7097,7099],{"id":7098},"the-evolving-role-of-the-engineer","The Evolving Role of the Engineer",[22,7101,7102],{},"Engineers are no longer just writing diffs; they are now 'outer loop' operators. The inner loop (investigation, implementation, testing) is increasingly automated, but the outer loop (deciding the right approach, verifying soundness, and owning long-term consequences) remains a human responsibility. The most effective strategy is to reserve 'dark' automation for low-risk, high-frequency tasks (like linting or minor refactors) while keeping the 'lights on' for critical systems like authentication, billing, or public APIs where the cost of a wrong decision is high.",{"title":104,"searchDepth":105,"depth":105,"links":7104},[7105,7106,7107,7108],{"id":7077,"depth":105,"text":7078},{"id":7084,"depth":105,"text":7085},{"id":7091,"depth":105,"text":7092},{"id":7098,"depth":105,"text":7099},[189],{"group":7111,"content_references":7112,"triage":7131},"addy-osmani",[7113,7118,7122,7127,7129],{"type":7114,"title":7115,"author":7116,"url":7117,"context":124},"other","Harness Engineering is not Enough: Why Software Factories Fail","Dex Horthy","https:\u002F\u002Fyoutu.be\u002FhtM02KMNZnk?t=27219",{"type":7114,"title":7119,"author":7120,"context":7121},"The economics of program production","Bob Bemer","cited",{"type":7123,"title":7124,"author":7125,"publisher":7126,"context":124},"book","Beyond Vibe Coding","Addy Osmani","O'Reilly",{"type":121,"title":7128,"context":127},"LangGraph",{"type":121,"title":7130,"context":127},"LlamaIndex Workflows",{"relevance":135,"novelty":136,"quality":136,"actionability":136,"composite":137,"reasoning":7132},"Category: Software Engineering. The article provides a deep exploration of software factories and their architecture, addressing the audience's need for understanding how to balance AI autonomy with human oversight in product development. It offers actionable insights on managing 'back pressure' and structuring workflows, which are directly applicable to building AI-powered products.","\u002Fsummaries\u002Fb2b55b8570894cdc-software-factories-balancing-ai-autonomy-with-huma-summary","2026-07-23 17:59:58",{"title":7067,"description":104},{"loc":7133},"b2b55b8570894cdc","Addy Osmani Blog","article","https:\u002F\u002Faddyosmani.com\u002Fblog\u002Fsoftware-factories\u002F","summaries\u002Fb2b55b8570894cdc-software-factories-balancing-ai-autonomy-with-huma-summary",[151,152,154,153],"Software factories scale agentic loops, but success depends on managing 'back pressure'—the limit of what can be reliably verified. You must choose between 'dark' factories (fully automated) and 'lit' ones (human-reviewed) based on the cost of failure.",[152,154,153],"3_ZnrJC2lu-e7iImbhFTKVXcAVOcd1WsDPd5NYabYv8",{"id":7147,"title":7148,"ai":7149,"body":7154,"categories":7229,"created_at":115,"date_modified":115,"description":104,"extension":116,"faq":115,"featured":117,"kicker_label":115,"meta":7230,"navigation":139,"path":7240,"published_at":7241,"question":115,"scraped_at":7242,"seo":7243,"sitemap":7244,"source_id":7245,"source_name":146,"source_type":147,"source_url":7246,"stem":7247,"tags":7248,"thumbnail_url":7249,"tldr":7250,"tweet":7251,"unknown_tags":7252,"__hash__":7253},"summaries\u002Fsummaries\u002Fb6656912ce659f03-managing-ai-agents-in-enterprise-codebases-summary.md","Managing AI Agents in Enterprise Codebases",{"provider":7,"model":8,"input_tokens":7150,"output_tokens":7151,"processing_time_ms":7152,"cost_usd":7153},5886,663,3395,0.002466,{"type":14,"value":7155,"toc":7223},[7156,7160,7163,7167,7181,7185,7205,7209],[17,7157,7159],{"id":7158},"shift-from-prompter-to-coach","Shift from Prompter to Coach",[22,7161,7162],{},"Working with AI in enterprise environments requires moving beyond simple prompting. Treat the agent as a 'digital intern' that requires a clear playbook, specific standards, and oversight. This shift allows for managing complex, living codebases rather than just generating toy applications.",[17,7164,7166],{"id":7165},"establishing-development-standards","Establishing Development Standards",[51,7168,7169,7175],{},[54,7170,7171,7174],{},[57,7172,7173],{},"Encode Team DNA:"," Create custom skills (simple markdown files) that codify your team's specific practices, such as Test-Driven Development (TDD) or design patterns. This ensures the agent adheres to organizational standards without repeated manual reminders.",[54,7176,7177,7180],{},[57,7178,7179],{},"Maintain a Paper Trail:"," Use the agent to generate implementation plans, architecture specs, and test plans. Save these directly into your Git branch to provide context for the agent's future iterations and to assist human reviewers during pull requests.",[17,7182,7184],{"id":7183},"automating-feedback-and-quality-assurance","Automating Feedback and Quality Assurance",[51,7186,7187,7193,7199],{},[54,7188,7189,7192],{},[57,7190,7191],{},"Self-Correction Loops:"," Remove yourself from the feedback loop by providing the agent with access to linters, type checkers, and test suites. Instruct the agent to run these tools, read the errors, and iterate until all tests pass, effectively automating the 'test-and-fix' cycle.",[54,7194,7195,7198],{},[57,7196,7197],{},"Visual Verification:"," Use browser tools to allow the agent to 'see' the UI. If the environment is locked down, provide screenshots directly to the agent to help it identify layout issues or UI bugs before human review.",[54,7200,7201,7204],{},[57,7202,7203],{},"Pre-Review Refactoring:"," Use the agent to perform automated verification checks for security, library consistency, and code idioms. Dedicate significant time (up to 50%) to having the agent refactor code based on these checks, ensuring that only clean, high-quality code reaches human reviewers.",[17,7206,7208],{"id":7207},"architecture-and-workflow-optimization","Architecture and Workflow Optimization",[51,7210,7211,7217],{},[54,7212,7213,7216],{},[57,7214,7215],{},"Async Task Management:"," Offload heavy integration or end-to-end test suites to background tasks. This prevents the agent from freezing your workspace, allowing you to continue working on other tasks while the agent handles resource-intensive processes.",[54,7218,7219,7222],{},[57,7220,7221],{},"Architectural Visualization:"," Utilize Mermaid diagrams to visualize module interactions. This helps identify circular dependencies or layering violations. These diagrams can also be embedded directly into pull request descriptions to improve team communication and code review efficiency.",{"title":104,"searchDepth":105,"depth":105,"links":7224},[7225,7226,7227,7228],{"id":7158,"depth":105,"text":7159},{"id":7165,"depth":105,"text":7166},{"id":7183,"depth":105,"text":7184},{"id":7207,"depth":105,"text":7208},[189],{"content_references":7231,"triage":7237},[7232,7234],{"type":121,"title":7233,"context":124},"Antigravity 2.0",{"type":121,"title":7235,"url":7236,"context":124},"Mermaid","https:\u002F\u002Fmermaid.js.org\u002F",{"relevance":135,"novelty":136,"quality":136,"actionability":135,"composite":7238,"reasoning":7239},4.55,"Category: AI Automation. The article provides a comprehensive framework for managing AI agents in enterprise codebases, addressing specific pain points like maintaining production-ready standards and automating feedback loops. It offers actionable strategies such as creating custom skills and implementing self-correction loops, making it highly relevant and practical for the target audience.","\u002Fsummaries\u002Fb6656912ce659f03-managing-ai-agents-in-enterprise-codebases-summary","2026-06-18 16:00:20","2026-06-19 12:56:38",{"title":7148,"description":104},{"loc":7240},"b6656912ce659f03","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=zvPyEKax914","summaries\u002Fb6656912ce659f03-managing-ai-agents-in-enterprise-codebases-summary",[151,152,154,153],"https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FzvPyEKax914\u002Fhqdefault.jpg","Transition from 'prompting' to 'coaching' by treating AI agents as digital interns, using custom skills, automated self-correction loops, and background task management to maintain production-ready standards.","This video outlines seven workflow patterns for using [Antigravity 2.0](https:\u002F\u002Fgoo.gle\u002FServerlessExpeditions) to manage coding tasks within existing enterprise systems. The presenter focuses on treating the agent as a junior developer by formalizing team standards into reusable skills, automating test-correction loops, and utilizing background tasks to maintain development velocity.",[152,154,153],"RmyTvFtw_b-cxpi4Gi_eI0da-n0y-IFlpzDCGdMxMz0",{"id":7255,"title":7256,"ai":7257,"body":7262,"categories":7319,"created_at":115,"date_modified":115,"description":104,"extension":116,"faq":115,"featured":117,"kicker_label":115,"meta":7320,"navigation":139,"path":7327,"published_at":7328,"question":115,"scraped_at":7329,"seo":7330,"sitemap":7331,"source_id":7332,"source_name":7333,"source_type":147,"source_url":7334,"stem":7335,"tags":7336,"thumbnail_url":7338,"tldr":7339,"tweet":7340,"unknown_tags":7341,"__hash__":7342},"summaries\u002Fsummaries\u002F34d109b3ae5f0509-ai-agents-why-the-harness-matters-more-than-the-mo-summary.md","AI Agents: Why the Harness Matters More Than the Model",{"provider":7,"model":8,"input_tokens":7258,"output_tokens":7259,"processing_time_ms":7260,"cost_usd":7261},5246,692,3597,0.0023495,{"type":14,"value":7263,"toc":7314},[7264,7268,7275,7279,7282,7307,7311],[17,7265,7267],{"id":7266},"the-brain-vs-the-jar","The Brain vs. The Jar",[22,7269,7270,7271,7274],{},"AI models (like GPT-4 or Claude) are essentially 'brains in a jar.' While they are highly capable, they are inherently limited by their inability to interact with the outside world—they cannot natively run code, browse the web, or access files. The performance gap between AI products often isn't due to the underlying model, as benchmark scores between top labs have converged. Instead, the difference lies in the ",[57,7272,7273],{},"agentic harness",": the architectural wrapper that enables the model to act, remember, and iterate.",[17,7276,7278],{"id":7277},"the-three-pillars-of-the-agentic-harness","The Three Pillars of the Agentic Harness",[22,7280,7281],{},"To transform a static model into a functional agent, the harness must provide three critical capabilities:",[51,7283,7284,7290,7301],{},[54,7285,7286,7289],{},[57,7287,7288],{},"Tools:"," These allow the model to interface with the world. Beyond basic file I\u002FO, modern harnesses enable code execution in sandboxes, web browsing, and 'computer use' (controlling a cursor to operate software). The Model Context Protocol (MCP) is emerging as a standard to allow these tools to plug into various harnesses without custom rebuilds.",[54,7291,7292,7295,7296,7300],{},[57,7293,7294],{},"Memory:"," Because models have finite context windows that reset after a session, the harness must manage persistence. This includes loading instruction files (e.g., ",[7297,7298,7299],"code",{},"agents.md",") to define project conventions, compacting context windows by summarizing past interactions, and implementing retrieval systems (semantic search or code indexing) to feed the model only the relevant data rather than the entire codebase.",[54,7302,7303,7306],{},[57,7304,7305],{},"Agentic Loops:"," This is the operational cycle where the model plans a step, the harness executes it, and the model observes the result. Sophisticated harnesses add a verification layer to this loop, such as running automated tests, taking screenshots of UI states, or using a secondary 'reviewer' model to ensure the agent stays on track during long-running tasks.",[17,7308,7310],{"id":7309},"the-fluid-future-of-ai-architecture","The Fluid Future of AI Architecture",[22,7312,7313],{},"It is a mistake to evaluate AI capability based solely on the model. A brilliant model can fail in a poorly designed harness, while a mid-tier model can perform exceptionally well in a robust one. The distinction between the two is becoming increasingly fluid: complex behaviors like long-horizon planning are being trained directly into models, while consistency and project-specific knowledge are increasingly managed by harness-level conventions. Builders should focus on optimizing the 'jar' as much as the 'brain' to achieve production-grade results.",{"title":104,"searchDepth":105,"depth":105,"links":7315},[7316,7317,7318],{"id":7266,"depth":105,"text":7267},{"id":7277,"depth":105,"text":7278},{"id":7309,"depth":105,"text":7310},[114],{"content_references":7321,"triage":7325},[7322],{"type":121,"title":7323,"url":7324,"context":127},"Model Context Protocol (MCP)","https:\u002F\u002Fmodelcontextprotocol.io\u002F",{"relevance":135,"novelty":136,"quality":136,"actionability":136,"composite":137,"reasoning":7326},"Category: AI & LLMs. The article provides a deep dive into the concept of the 'agentic harness' which is crucial for building effective AI agents, addressing a key pain point for developers looking to integrate AI into their products. It outlines specific capabilities of the harness, such as tools, memory management, and operational loops, which are actionable insights for product builders.","\u002Fsummaries\u002F34d109b3ae5f0509-ai-agents-why-the-harness-matters-more-than-the-mo-summary","2026-08-25 11:00:31","2026-08-26 03:09:58",{"title":7256,"description":104},{"loc":7327},"34d109b3ae5f0509","IBM Technology","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=ZELPNFXJ4_o","summaries\u002F34d109b3ae5f0509-ai-agents-why-the-harness-matters-more-than-the-mo-summary",[7337,151,152,154],"llm","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FZELPNFXJ4_o\u002Fhqdefault.jpg","AI system performance is driven by the 'agentic harness'—the tools, memory, and loops surrounding the model—rather than just the model itself. Distinguishing between the 'brain' (model) and the 'jar' (harness) is essential for building effective AI agents.","This video provides a conceptual breakdown of why AI performance often depends more on the \"agentic harness\"—the tools, memory, and loops wrapped around a model—than on the model itself. It is a high-level primer on how [AI models](https:\u002F\u002Fibm.biz\u002F~fAH1kt7jT) are integrated into functional systems.",[152,154],"PtVTsoTGi-qI9ZNh4s66ldbH7fWoQkYBn7wif1qsZ-o",{"id":7344,"title":7345,"ai":7346,"body":7351,"categories":7455,"created_at":115,"date_modified":115,"description":104,"extension":116,"faq":115,"featured":117,"kicker_label":115,"meta":7456,"navigation":139,"path":7474,"published_at":7475,"question":115,"scraped_at":7475,"seo":7476,"sitemap":7477,"source_id":7478,"source_name":7138,"source_type":7139,"source_url":7479,"stem":7480,"tags":7481,"thumbnail_url":115,"tldr":7483,"tweet":115,"unknown_tags":7484,"__hash__":7485},"summaries\u002Fsummaries\u002F932c42c2bd21ef48-human-judgment-in-the-age-of-ai-software-factories-summary.md","Human Judgment in the Age of AI Software Factories",{"provider":7,"model":8,"input_tokens":7347,"output_tokens":7348,"processing_time_ms":7349,"cost_usd":7350},8889,887,3730,0.00355275,{"type":14,"value":7352,"toc":7449},[7353,7357,7360,7364,7367,7370,7415,7419,7422,7442,7446],[17,7354,7356],{"id":7355},"the-shift-from-coding-to-curation","The Shift from Coding to Curation",[22,7358,7359],{},"As AI agents enable parallel development, human cognitive bandwidth becomes the primary bottleneck. Rather than attempting to review every line of generated code, engineers must shift their focus upstream to defining product intent and system architecture, and downstream to verifying outcomes. Human judgment hasn't disappeared; it has relocated to where it provides the most leverage: setting quality bars, defining constraints, and deciding which projects deserve to exist.",[17,7361,7363],{"id":7362},"building-a-repeatable-software-factory","Building a Repeatable Software Factory",[22,7365,7366],{},"A software factory is an event-driven loop (triggered by tools like GitHub issues or Slack) that handles triage, implementation, and testing in isolated environments. You should consider building one when your workflow requires consistency across multiple agents and projects.",[22,7368,7369],{},"Key components of a robust factory include:",[51,7371,7372,7386,7392],{},[54,7373,7374,7377,7378,7381,7382,7385],{},[57,7375,7376],{},"Triage Labels:"," Using labels (e.g., ",[7297,7379,7380],{},"ready-to-implement",", ",[7297,7383,7384],{},"needs-info",") as a queue and lock mechanism to prevent multiple agents from claiming the same task.",[54,7387,7388,7391],{},[57,7389,7390],{},"Verification Budgets:"," Similar to performance budgets, you must balance fast, deterministic checks (linting, type checking) early in the loop with heavier, high-value checks (mutation testing, security scans) later.",[54,7393,7394,7397,7398,7381,7401,7381,7404,7407,7408,7411,7412,7414],{},[57,7395,7396],{},"Run Taxonomy:"," Classify agent runs as ",[7297,7399,7400],{},"success",[7297,7402,7403],{},"flawed",[7297,7405,7406],{},"blocked",", or ",[7297,7409,7410],{},"manual",". Only ",[7297,7413,7400],{}," should reach production, while the others re-enter the system for correction or human intervention.",[17,7416,7418],{"id":7417},"managing-risk-and-comprehension-debt","Managing Risk and Comprehension Debt",[22,7420,7421],{},"Parallel agent execution creates 'comprehension debt'—where agent output outpaces human understanding. To mitigate this:",[51,7423,7424,7430,7436],{},[54,7425,7426,7429],{},[57,7427,7428],{},"Avoid 'Green' Misconceptions:"," Agents may pass tests by modifying assertions rather than satisfying intent. Ensure your verification suite is robust and tests actual behavior.",[54,7431,7432,7435],{},[57,7433,7434],{},"Optimize for the Reviewer:"," A factory is only as good as the signal it provides. If a factory runs noisy, irrelevant checks, it increases overhead without improving safety.",[54,7437,7438,7441],{},[57,7439,7440],{},"Contextual Autonomy:"," Autonomy is not a static setting. As you build trust through verification, you can grant agents more autonomy for specific tasks, but you must remain the final arbiter for high-risk changes (e.g., authentication, billing, or migrations).",[17,7443,7445],{"id":7444},"when-to-build-vs-use","When to Build vs. Use",[22,7447,7448],{},"For many, a simple coding harness (e.g., Claude Code with well-defined specs) is sufficient. A full software factory is only necessary when you need to automate the handoff between triage, implementation, and production monitoring. If you decide to build, consider existing platforms like Factory, Warp, or HumanLayer rather than building from scratch.",{"title":104,"searchDepth":105,"depth":105,"links":7450},[7451,7452,7453,7454],{"id":7355,"depth":105,"text":7356},{"id":7362,"depth":105,"text":7363},{"id":7417,"depth":105,"text":7418},{"id":7444,"depth":105,"text":7445},[114],{"group":7111,"content_references":7457,"triage":7472},[7458,7460,7463,7466,7469],{"type":121,"title":7459,"context":127},"Claude Code",{"type":121,"title":7461,"url":7462,"context":124},"Factory","https:\u002F\u002Ffactory.com\u002F",{"type":121,"title":7464,"url":7465,"context":124},"Warp","https:\u002F\u002Fwww.warp.dev\u002F",{"type":121,"title":7467,"url":7468,"context":124},"HumanLayer","https:\u002F\u002Fwww.humanlayer.dev\u002F",{"type":121,"title":7470,"url":7471,"context":7121},"Vercel AI SDK","https:\u002F\u002Fvercel.com\u002Fblog\u002Fbuilding-a-software-factory-for-ai-sdk",{"relevance":135,"novelty":136,"quality":136,"actionability":136,"composite":137,"reasoning":7473},"Category: Software Engineering. The article provides a detailed framework for building a 'software factory' that integrates AI agents into the development process, addressing the audience's need for practical applications in AI-powered product development. It outlines specific components like triage labels and verification budgets, making it actionable for developers and product builders.","\u002Fsummaries\u002F932c42c2bd21ef48-human-judgment-in-the-age-of-ai-software-factories-summary","2026-08-24 03:08:32",{"title":7345,"description":104},{"loc":7474},"932c42c2bd21ef48","https:\u002F\u002Faddyosmani.com\u002Fblog\u002Fhuman-judgment-doesnt-leave-the-software\u002F","summaries\u002F932c42c2bd21ef48-human-judgment-in-the-age-of-ai-software-factories-summary",[151,7482,152,154],"product-strategy","As AI agents scale development, human judgment shifts from writing code to defining intent, system design, and verification strategy. A 'software factory'—a repeatable, event-driven loop—is the framework for managing this shift, provided you balance verification budgets with human oversight.",[152,154],"Vo6frxSFOkz_YA1cBgEljyvwSFoayJFe86TBrUphKaE"]