[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-18f13afbd6901fb3-control-codex-ai-tasks-from-chatgpt-mobile-app-summary":3,"summaries-facets-categories":83,"summary-related-18f13afbd6901fb3-control-codex-ai-tasks-from-chatgpt-mobile-app-summary":6987},{"id":4,"title":5,"ai":6,"body":13,"categories":54,"created_at":56,"date_modified":56,"description":47,"extension":57,"faq":56,"featured":58,"kicker_label":56,"meta":59,"navigation":66,"path":67,"published_at":68,"question":56,"scraped_at":68,"seo":69,"sitemap":70,"source_id":71,"source_name":72,"source_type":73,"source_url":74,"stem":75,"tags":76,"thumbnail_url":56,"tldr":80,"tweet":56,"unknown_tags":81,"__hash__":82},"summaries\u002Fsummaries\u002F18f13afbd6901fb3-control-codex-ai-tasks-from-chatgpt-mobile-app-summary.md","Control Codex AI Tasks from ChatGPT Mobile App",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",6766,1589,19551,0.00164085,{"type":14,"value":15,"toc":46},"minimark",[16,21,25,29,32,36,39,43],[17,18,20],"h2",{"id":19},"cross-device-sync-for-fluid-codex-collaboration","Cross-Device Sync for Fluid Codex Collaboration",[22,23,24],"p",{},"Connect the ChatGPT mobile app to Codex running on laptops, Mac minis, or remote environments to access live session state, including threads, approvals, plugins, and project context. Files, credentials, and setup remain secure on the host machine, while real-time updates like screenshots, terminal output, diffs, and test results stream to your phone. A secure relay layer enables reachability without public internet exposure and syncs state across signed-in ChatGPT devices. This setup supports working across all threads: review outputs, approve commands, switch models, or launch new tasks without remote control limitations.",[17,26,28],{"id":27},"mobile-interventions-to-accelerate-long-running-tasks","Mobile Interventions to Accelerate Long-Running Tasks",[22,30,31],{},"Use your phone to unblock Codex during extended operations, preventing rework and maintaining momentum. Specific workflows include: starting bug investigations (inspect files, reproduce issues, run tests, review diffs); directing refactor decision points (evaluate tradeoffs mid-commute); synthesizing customer support updates for briefings; or capturing fresh ideas into active threads. These check-ins—answering questions, approving steps, or adding context—leverage Codex's environment for accurate execution, keeping progress aligned until you return to a desktop.",[17,33,35],{"id":34},"enterprise-integrations-for-managed-environments","Enterprise Integrations for Managed Environments",[22,37,38],{},"Remote SSH (now generally available) auto-detects SSH-configured hosts, enabling projects and threads inside secure remote setups with approved dependencies and policies. Teams gain programmatic access tokens (Enterprise\u002FBusiness) for CI\u002FCD and automations; hooks for prompt scanning, validation, logging, memories, or repo-specific customization; and HIPAA compliance in local CLI\u002FIDE\u002Fapp for healthcare workflows. Mobile access extends to these environments via the relay, allowing desktop starts, phone steering, and continuous task progression.",[17,40,42],{"id":41},"immediate-availability-across-plans","Immediate Availability Across Plans",[22,44,45],{},"Codex mobile preview rolls out on iOS\u002FAndroid for all plans (Free, Go, etc.) in supported regions—update ChatGPT and macOS Codex apps. Windows mobile support forthcoming. Remote SSH and hooks available everywhere; tokens and HIPAA limited to Enterprise\u002FBusiness as noted.",{"title":47,"searchDepth":48,"depth":48,"links":49},"",2,[50,51,52,53],{"id":19,"depth":48,"text":20},{"id":27,"depth":48,"text":28},{"id":34,"depth":48,"text":35},{"id":41,"depth":48,"text":42},[55],"AI & LLMs",null,"md",false,{"content_references":60,"triage":61},[],{"relevance":62,"novelty":63,"quality":63,"actionability":63,"composite":64,"reasoning":65},5,4,4.35,"Category: AI & LLMs. The article discusses the integration of Codex with the ChatGPT mobile app, providing practical insights into how developers can manage AI tasks remotely, which addresses the audience's need for actionable AI tooling. It offers specific workflows that can be implemented immediately, enhancing developer productivity.",true,"\u002Fsummaries\u002F18f13afbd6901fb3-control-codex-ai-tasks-from-chatgpt-mobile-app-summary","2026-05-14 23:00:58",{"title":5,"description":47},{"loc":67},"18f13afbd6901fb3","OpenAI News","article","https:\u002F\u002Fopenai.com\u002Findex\u002Fwork-with-codex-from-anywhere","summaries\u002F18f13afbd6901fb3-control-codex-ai-tasks-from-chatgpt-mobile-app-summary",[77,78,79],"agents","ai-tools","dev-productivity","Codex integrates into ChatGPT mobile app for real-time monitoring, approvals, and steering of tasks running on laptops or remote environments, used by 4M weekly.",[79],"jT5eTKYeSQb_u6FRHCaWqw8h6tIRZ6aRVs418IldkSI",[84,86,89,91,94,96,99,102,104,106,108,110,113,115,117,119,121,124,126,128,130,132,135,138,140,142,144,146,148,150,152,154,156,158,160,162,164,166,168,170,172,174,176,178,180,182,184,187,189,191,193,195,197,199,201,203,205,207,209,211,213,216,218,220,222,224,226,228,230,232,234,236,238,240,242,244,246,248,250,252,254,257,259,261,263,265,267,269,271,273,275,277,279,281,283,286,288,290,292,294,296,298,300,302,304,306,308,310,312,314,316,318,320,322,324,326,328,330,332,334,336,338,340,342,344,346,348,351,353,355,357,359,361,363,365,367,369,371,374,376,378,380,382,384,386,388,390,392,394,396,398,400,402,404,407,409,411,413,415,417,419,421,423,425,427,430,432,434,436,438,440,442,444,446,448,450,452,454,456,458,460,462,464,466,468,470,472,474,476,478,480,482,484,486,489,491,493,496,498,500,502,504,506,508,510,512,514,516,518,520,522,524,526,528,530,532,535,537,539,541,543,545,547,549,551,553,555,557,560,562,564,566,568,570,572,574,576,578,580,582,584,586,588,590,592,594,596,598,600,602,604,606,608,610,612,614,616,618,620,622,624,626,628,630,632,634,636,638,640,642,644,646,648,650,652,654,656,658,660,662,664,666,668,670,672,674,676,678,680,682,684,686,688,690,692,694,696,698,700,702,704,706,708,710,712,714,716,718,720,722,724,726,728,730,732,734,736,738,740,742,744,746,748,750,752,754,756,758,760,762,764,766,768,770,772,774,776,778,780,782,784,786,788,790,792,794,796,798,800,802,804,806,808,810,812,814,816,818,820,822,824,826,828,830,832,834,836,838,840,842,844,847,849,851,853,855,858,860,862,864,866,868,870,872,874,876,878,880,882,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1210,1212,1214,1216,1218,1220,1222,1224,1226,1228,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1288,1290,1292,1294,1296,1298,1300,1302,1304,1306,1308,1310,1312,1314,1316,1318,1320,1322,1324,1326,1328,1330,1332,1334,1336,1338,1340,1342,1344,1346,1348,1350,1352,1354,1356,1358,1360,1362,1364,1366,1368,1370,1372,1374,1376,1378,1380,1382,1384,1386,1388,1390,1392,1394,1396,1398,1400,1402,1404,1406,1408,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1550,1552,1554,1556,1558,1560,1562,1564,1566,1568,1570,1572,1574,1576,1578,1580,1582,1584,1586,1588,1590,1592,1594,1596,1598,1600,1602,1604,1606,1608,1610,1612,1614,1616,1618,1620,1622,1624,1626,1628,1630,1632,1634,1636,1638,1640,1642,1644,1646,1648,1650,1652,1654,1656,1658,1660,1662,1664,1666,1668,1670,1672,1674,1676,1678,1680,1682,1684,1686,1688,1690,1692,1694,1696,1698,1700,1702,1704,1706,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1772,1774,1776,1778,1780,1782,1784,1786,1788,1790,1792,1794,1796,1798,1800,1802,1804,1806,1808,1810,1812,1814,1816,1818,1820,1822,1824,1826,1828,1830,1832,1834,1836,1838,1840,1842,1844,1846,1848,1850,1852,1854,1856,1858,1860,1862,1864,1866,1868,1870,1872,1874,1876,1878,1880,1882,1884,1886,1888,1890,1892,1894,1896,1898,1900,1902,1904,1906,1908,1910,1912,1914,1916,1918,1920,1922,1924,1926,1928,1930,1932,1934,1936,1938,1940,1942,1944,1946,1948,1950,1952,1954,1956,1958,1960,1962,1964,1966,1968,1970,1972,1974,1976,1978,1980,1982,1984,1986,1988,1990,1992,1994,1996,1998,2000,2002,2004,2006,2008,2010,2012,2014,2016,2018,2020,2022,2024,2026,2028,2030,2032,2034,2036,2038,2040,2042,2044,2046,2048,2050,2052,2054,2056,2058,2060,2062,2064,2066,2068,2070,2072,2074,2076,2078,2080,2082,2084,2086,2088,2090,2092,2094,2096,2098,2100,2102,2104,2106,2108,2110,2112,2114,2116,2118,2120,2122,2124,2126,2128,2130,2132,2134,2136,2138,2140,2142,2144,2146,2148,2150,2152,2154,2156,2158,2160,2162,2164,2166,2168,2170,2172,2174,2176,2178,2180,2182,2184,2186,2188,2190,2192,2194,2196,2198,2200,2202,2204,2206,2208,2210,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2306,2308,2310,2312,2314,2316,2318,2320,2322,2324,2326,2328,2330,2332,2334,2336,2338,2340,2342,2344,2346,2348,2350,2352,2354,2356,2358,2360,2362,2364,2366,2368,2370,2372,2374,2376,2378,2380,2382,2384,2386,2388,2390,2392,2394,2396,2398,2400,2402,2404,2406,2408,2410,2412,2414,2416,2418,2420,2422,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2468,2470,2472,2474,2476,2478,2480,2482,2484,2486,2488,2490,2492,2494,2496,2498,2500,2502,2504,2506,2508,2510,2512,2514,2516,2518,2520,2522,2524,2526,2528,2530,2532,2534,2536,2538,2540,2542,2544,2546,2548,2550,2552,2554,2556,2558,2560,2562,2564,2566,2568,2570,2572,2574,2576,2578,2580,2582,2584,2586,2588,2590,2592,2594,2596,2598,2600,2602,2604,2606,2608,2610,2612,2614,2616,2618,2620,2622,2624,2626,2628,2630,2632,2634,2636,2638,2640,2642,2644,2646,2648,2650,2652,2654,2656,2658,2660,2662,2664,2666,2668,2670,2672,2674,2676,2678,2680,2682,2684,2686,2688,2690,2692,2694,2696,2698,2700,2702,2704,2706,2708,2710,2712,2714,2716,2718,2720,2722,2724,2726,2728,2730,2732,2734,2736,2738,2740,2742,2744,2746,2748,2750,2752,2754,2756,2758,2760,2762,2764,2766,2768,2770,2772,2774,2776,2778,2780,2782,2784,2786,2788,2790,2792,2794,2796,2798,2800,2802,2804,2806,2808,2810,2812,2814,2816,2818,2820,2822,2824,2826,2828,2830,2832,2834,2836,2838,2840,2842,2844,2846,2848,2850,2852,2854,2856,2858,2860,2862,2864,2866,2868,2870,2872,2874,2876,2878,2880,2882,2884,2886,2888,2890,2892,2894,2896,2898,2900,2902,2904,2906,2908,2910,2912,2914,2916,2918,2920,2922,2924,2926,2928,2930,2932,2934,2936,2938,2940,2942,2944,2946,2948,2950,2952,2954,2956,2958,2960,2962,2964,2966,2968,2970,2972,2974,2976,2978,2980,2982,2984,2986,2988,2990,2992,2994,2996,2998,3000,3002,3004,3006,3008,3010,3012,3014,3016,3018,3020,3022,3024,3026,3028,3030,3032,3034,3036,3038,3040,3042,3044,3046,3048,3050,3052,3054,3056,3058,3060,3062,3064,3066,3068,3070,3072,3074,3076,3078,3080,3082,3084,3086,3088,3090,3092,3094,3096,3098,3100,3102,3104,3106,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3236,3238,3240,3242,3244,3246,3248,3250,3252,3254,3256,3258,3260,3262,3264,3266,3268,3270,3272,3274,3276,3278,3280,3282,3284,3286,3288,3290,3292,3294,3296,3298,3300,3302,3304,3306,3308,3310,3312,3314,3316,3318,3320,3322,3324,3326,3328,3330,3332,3334,3336,3338,3340,3342,3344,3346,3348,3350,3352,3354,3356,3358,3360,3362,3364,3366,3368,3370,3372,3374,3376,3378,3380,3382,3384,3386,3388,3390,3392,3394,3396,3398,3400,3402,3404,3406,3408,3410,3412,3414,3416,3418,3420,3422,3424,3426,3428,3430,3432,3434,3436,3438,3440,3442,3444,3446,3448,3450,3452,3454,3456,3458,3460,3462,3464,3466,3468,3470,3472,3474,3476,3478,3480,3482,3484,3486,3488,3490,3492,3494,3496,3498,3500,3502,3504,3506,3508,3510,3512,3514,3516,3518,3520,3522,3524,3526,3528,3530,3532,3534,3536,3538,3540,3542,3544,3546,3548,3550,3552,3554,3556,3558,3560,3562,3564,3566,3568,3570,3572,3574,3576,3578,3580,3582,3584,3586,3588,3590,3592,3594,3596,3598,3600,3602,3604,3606,3608,3610,3612,3614,3616,3618,3620,3622,3624,3626,3628,3630,3632,3634,3636,3638,3640,3642,3644,3646,3648,3650,3652,3654,3656,3658,3660,3662,3664,3666,3668,3670,3672,3674,3676,3678,3680,3682,3684,3686,3688,3690,3692,3694,3696,3698,3700,3702,3704,3706,3708,3710,3712,3714,3716,3718,3720,3722,3724,3726,3728,3730,3732,3734,3736,3738,3740,3742,3744,3746,3748,3750,3752,3754,3756,3758,3760,3762,3764,3766,3768,3770,3772,3774,3776,3778,3780,3782,3784,3786,3788,3790,3792,3794,3796,3798,3800,3802,3804,3806,3808,3810,3812,3814,3816,3818,3820,3822,3824,3826,3828,3830,3832,3834,3836,3838,3840,3842,3844,3846,3848,3850,3852,3854,3856,3858,3860,3862,3864,3866,3868,3870,3872,3874,3876,3878,3880,3882,3884,3886,3888,3890,3892,3894,3896,3898,3900,3902,3904,3906,3908,3910,3912,3914,3916,3918,3920,3922,3924,3926,3928,3930,3932,3934,3936,3938,3940,3942,3944,3946,3948,3950,3952,3954,3956,3958,3960,3962,3964,3966,3968,3970,3972,3974,3976,3978,3980,3982,3984,3986,3988,3990,3992,3994,3996,3998,4000,4002,4004,4006,4008,4010,4012,4014,4016,4018,4020,4022,4024,4026,4028,4030,4032,4034,4036,4038,4040,4042,4044,4046,4048,4050,4052,4054,4056,4058,4060,4062,4064,4066,4068,4070,4072,4074,4076,4078,4080,4082,4084,4086,4088,4090,4092,4094,4096,4098,4100,4102,4104,4106,4108,4110,4112,4114,4116,4118,4120,4122,4124,4126,4128,4130,4132,4134,4136,4138,4140,4142,4144,4146,4148,4150,4152,4154,4156,4158,4160,4162,4164,4166,4168,4170,4172,4174,4176,4178,4180,4182,4184,4186,4188,4190,4192,4194,4196,4198,4200,4202,4204,4206,4208,4210,4212,4214,4216,4218,4220,4222,4224,4226,4228,4230,4232,4234,4236,4238,4240,4242,4244,4246,4248,4250,4252,4254,4256,4258,4260,4262,4264,4266,4268,4270,4272,4274,4276,4278,4280,4282,4284,4286,4288,4290,4292,4294,4296,4298,4300,4302,4304,4306,4308,4310,4312,4314,4316,4318,4320,4322,4324,4326,4328,4330,4332,4334,4336,4338,4340,4342,4344,4346,4348,4350,4352,4354,4356,4358,4360,4362,4364,4366,4368,4370,4372,4374,4376,4378,4380,4382,4384,4386,4388,4390,4392,4394,4396,4398,4400,4402,4404,4406,4408,4410,4412,4414,4416,4418,4420,4422,4424,4426,4428,4430,4432,4434,4436,4438,4440,4442,4444,4446,4448,4450,4452,4454,4456,4458,4460,4462,4464,4466,4468,4470,4472,4474,4476,4478,4480,4482,4484,4486,4488,4490,4492,4494,4496,4498,4500,4502,4504,4506,4508,4510,4512,4514,4516,4518,4521,4523,4525,4527,4529,4531,4533,4535,4537,4539,4541,4543,4545,4547,4549,4551,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4597,4599,4601,4603,4605,4607,4609,4611,4613,4615,4617,4619,4621,4623,4625,4627,4629,4631,4633,4635,4637,4639,4641,4643,4645,4647,4649,4651,4653,4655,4657,4659,4661,4663,4665,4667,4669,4671,4673,4675,4677,4679,4681,4683,4685,4687,4689,4691,4693,4695,4697,4699,4701,4703,4705,4707,4709,4711,4713,4715,4717,4719,4721,4723,4725,4727,4729,4731,4733,4735,4737,4739,4741,4743,4745,4747,4749,4751,4753,4755,4757,4759,4761,4763,4765,4767,4769,4771,4773,4775,4777,4779,4781,4783,4785,4787,4789,4791,4793,4795,4797,4799,4801,4803,4805,4807,4809,4811,4813,4815,4817,4819,4821,4823,4825,4827,4829,4831,4833,4835,4837,4839,4841,4843,4845,4847,4849,4851,4853,4855,4857,4859,4861,4863,4865,4867,4869,4871,4873,4875,4877,4879,4881,4883,4885,4887,4889,4891,4893,4895,4897,4899,4901,4903,4905,4907,4909,4911,4913,4915,4917,4919,4921,4923,4925,4927,4929,4931,4933,4935,4937,4939,4941,4943,4945,4947,4949,4951,4953,4955,4957,4959,4961,4963,4965,4967,4969,4971,4973,4975,4977,4979,4981,4983,4985,4987,4989,4991,4993,4995,4997,4999,5001,5003,5005,5007,5009,5011,5013,5015,5017,5019,5021,5023,5025,5027,5029,5031,5033,5035,5037,5039,5041,5043,5045,5047,5049,5051,5053,5055,5057,5059,5061,5063,5065,5067,5069,5071,5073,5075,5077,5079,5081,5083,5085,5087,5089,5091,5093,5095,5097,5099,5101,5103,5105,5107,5109,5111,5113,5115,5117,5119,5121,5123,5125,5127,5129,5131,5133,5135,5137,5139,5141,5143,5145,5147,5149,5151,5153,5155,5157,5159,5161,5163,5165,5167,5169,5171,5173,5175,5177,5179,5181,5183,5185,5187,5189,5191,5193,5195,5197,5199,5201,5203,5205,5207,5209,5211,5213,5215,5217,5219,5221,5223,5225,5227,5229,5231,5233,5235,5237,5239,5241,5243,5245,5247,5249,5251,5253,5255,5257,5259,5261,5263,5265,5267,5269,5271,5273,5275,5277,5279,5281,5283,5285,5287,5289,5291,5293,5295,5297,5299,5301,5303,5305,5307,5309,5311,5313,5315,5317,5319,5321,5323,5325,5327,5329,5331,5333,5335,5337,5339,5341,5343,5345,5347,5349,5351,5353,5355,5357,5359,5361,5363,5365,5367,5369,5371,5373,5375,5378,5380,5382,5384,5386,5388,5390,5392,5394,5396,5398,5400,5402,5404,5406,5408,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5454,5456,5458,5460,5462,5464,5466,5468,5470,5472,5474,5476,5478,5480,5482,5484,5486,5488,5490,5492,5494,5496,5498,5500,5502,5504,5506,5508,5510,5512,5514,5516,5518,5520,5522,5524,5526,5528,5530,5532,5534,5536,5538,5540,5542,5544,5546,5548,5550,5552,5554,5556,5558,5560,5562,5564,5566,5568,5570,5572,5574,5576,5578,5581,5583,5585,5587,5589,5591,5593,5595,5597,5599,5601,5603,5605,5607,5609,5611,5613,5615,5617,5619,5621,5623,5625,5627,5629,5631,5633,5635,5637,5639,5641,5643,5645,5647,5649,5651,5653,5655,5657,5659,5661,5663,5665,5667,5669,5671,5673,5675,5677,5679,5681,5683,5685,5687,5689,5691,5693,5695,5697,5699,5701,5703,5705,5707,5709,5711,5713,5715,5717,5719,5721,5723,5725,5727,5729,5731,5733,5735,5737,5739,5741,5743,5745,5747,5749,5751,5753,5755,5757,5759,5761,5763,5765,5767,5769,5771,5773,5775,5777,5779,5781,5783,5785,5787,5789,5791,5793,5795,5797,5799,5801,5803,5805,5807,5809,5811,5813,5815,5817,5819,5821,5823,5825,5827,5829,5831,5833,5835,5837,5839,5841,5843,5845,5847,5849,5851,5853,5855,5857,5859,5861,5863,5865,5867,5869,5871,5873,5875,5877,5879,5881,5883,5885,5887,5889,5891,5893,5895,5897,5899,5901,5903,5905,5907,5909,5911,5913,5915,5917,5919,5921,5923,5925,5927,5929,5931,5933,5935,5937,5939,5941,5943,5945,5947,5949,5951,5953,5955,5957,5959,5961,5963,5965,5967,5969,5971,5973,5975,5977,5979,5981,5983,5985,5987,5989,5991,5993,5995,5997,5999,6001,6003,6005,6007,6009,6011,6013,6015,6017,6019,6021,6023,6025,6027,6029,6031,6033,6035,6037,6039,6041,6043,6045,6047,6049,6051,6053,6055,6057,6059,6061,6063,6065,6067,6069,6071,6073,6075,6077,6079,6081,6083,6085,6087,6089,6091,6093,6095,6097,6099,6101,6103,6105,6107,6109,6111,6113,6115,6117,6119,6121,6123,6125,6127,6129,6131,6133,6135,6137,6139,6141,6143,6145,6147,6149,6151,6153,6155,6157,6159,6161,6163,6165,6167,6169,6171,6173,6175,6177,6179,6181,6183,6185,6187,6189,6191,6193,6195,6197,6199,6201,6203,6205,6207,6209,6211,6213,6215,6217,6219,6221,6223,6225,6227,6229,6231,6233,6235,6237,6239,6241,6243,6245,6247,6249,6251,6253,6255,6257,6259,6261,6263,6265,6267,6269,6271,6273,6275,6277,6279,6281,6283,6285,6287,6289,6291,6293,6295,6297,6299,6301,6303,6305,6307,6309,6311,6313,6315,6317,6319,6321,6323,6325,6327,6329,6331,6333,6335,6337,6339,6341,6343,6345,6347,6349,6351,6353,6355,6357,6359,6361,6363,6365,6367,6369,6371,6373,6375,6377,6379,6381,6383,6385,6387,6389,6391,6393,6395,6397,6399,6401,6403,6405,6407,6409,6411,6413,6415,6417,6419,6421,6423,6425,6427,6429,6431,6433,6435,6437,6439,6441,6443,6445,6447,6449,6451,6453,6455,6457,6459,6461,6463,6465,6467,6469,6471,6473,6475,6477,6479,6481,6483,6485,6487,6489,6491,6493,6495,6497,6499,6501,6503,6505,6507,6509,6511,6513,6515,6517,6519,6521,6523,6525,6527,6529,6531,6533,6535,6537,6539,6541,6543,6545,6547,6549,6551,6553,6555,6557,6559,6561,6563,6565,6567,6569,6571,6573,6575,6577,6579,6581,6583,6585,6587,6589,6591,6593,6595,6597,6599,6601,6603,6605,6607,6609,6611,6613,6615,6617,6619,6621,6623,6625,6627,6629,6631,6633,6635,6637,6639,6641,6643,6645,6647,6649,6651,6653,6655,6657,6659,6661,6663,6665,6667,6669,6671,6673,6675,6677,6679,6681,6683,6685,6687,6689,6691,6693,6695,6697,6699,6701,6703,6705,6707,6709,6711,6713,6715,6717,6719,6721,6723,6725,6727,6729,6731,6733,6735,6737,6739,6741,6743,6745,6747,6749,6751,6753,6755,6757,6759,6761,6763,6765,6767,6769,6771,6773,6775,6777,6779,6781,6783,6785,6787,6789,6791,6793,6795,6797,6799,6801,6803,6805,6807,6809,6811,6813,6815,6817,6819,6821,6823,6825,6827,6829,6831,6833,6835,6837,6839,6841,6843,6845,6847,6849,6851,6853,6855,6857,6859,6861,6863,6865,6867,6869,6871,6873,6875,6877,6879,6881,6883,6885,6887,6889,6891,6893,6895,6897,6899,6901,6903,6905,6907,6909,6911,6913,6915,6917,6919,6921,6923,6925,6927,6929,6931,6933,6935,6937,6939,6941,6943,6945,6947,6949,6951,6953,6955,6957,6959,6961,6963,6965,6967,6969,6971,6973,6975,6977,6979,6981,6983,6985],{"categories":85},[55],{"categories":87},[88],"Developer Productivity",{"categories":90},[55],{"categories":92},[93],"Business & SaaS",{"categories":95},[55],{"categories":97},[98],"AI Automation",{"categories":100},[101],"Product Strategy",{"categories":103},[98],{"categories":105},[55],{"categories":107},[88],{"categories":109},[98],{"categories":111},[112],"Software Engineering",{"categories":114},[55],{"categories":116},[93],{"categories":118},[],{"categories":120},[55],{"categories":122},[123],"Inference & Serving",{"categories":125},[55],{"categories":127},[55],{"categories":129},[98],{"categories":131},[],{"categories":133},[134],"AI News & Trends",{"categories":136},[137],"Data Science & Visualization",{"categories":139},[98],{"categories":141},[55],{"categories":143},[55],{"categories":145},[93],{"categories":147},[88],{"categories":149},[55],{"categories":151},[98],{"categories":153},[134],{"categories":155},[55],{"categories":157},[98],{"categories":159},[98],{"categories":161},[55],{"categories":163},[55],{"categories":165},[98],{"categories":167},[55],{"categories":169},[55],{"categories":171},[55],{"categories":173},[98],{"categories":175},[134],{"categories":177},[55],{"categories":179},[55],{"categories":181},[55],{"categories":183},[],{"categories":185},[186],"Design & Frontend",{"categories":188},[137],{"categories":190},[134],{"categories":192},[55],{"categories":194},[55],{"categories":196},[55],{"categories":198},[],{"categories":200},[55],{"categories":202},[55],{"categories":204},[98],{"categories":206},[112],{"categories":208},[55],{"categories":210},[98],{"categories":212},[55],{"categories":214},[215],"Marketing & Growth",{"categories":217},[186],{"categories":219},[55],{"categories":221},[98],{"categories":223},[55],{"categories":225},[55],{"categories":227},[112],{"categories":229},[55],{"categories":231},[],{"categories":233},[],{"categories":235},[186],{"categories":237},[55],{"categories":239},[98],{"categories":241},[88],{"categories":243},[112],{"categories":245},[98],{"categories":247},[186],{"categories":249},[101],{"categories":251},[55],{"categories":253},[112],{"categories":255},[256],"DevOps & Cloud",{"categories":258},[98],{"categories":260},[101],{"categories":262},[134],{"categories":264},[55],{"categories":266},[],{"categories":268},[55],{"categories":270},[55],{"categories":272},[],{"categories":274},[98],{"categories":276},[112],{"categories":278},[],{"categories":280},[112],{"categories":282},[55],{"categories":284},[285],"Governance & Standards",{"categories":287},[93],{"categories":289},[],{"categories":291},[],{"categories":293},[55],{"categories":295},[55],{"categories":297},[98],{"categories":299},[55],{"categories":301},[55],{"categories":303},[98],{"categories":305},[55],{"categories":307},[55],{"categories":309},[55],{"categories":311},[],{"categories":313},[112],{"categories":315},[],{"categories":317},[],{"categories":319},[55],{"categories":321},[112],{"categories":323},[],{"categories":325},[112],{"categories":327},[55],{"categories":329},[55],{"categories":331},[215],{"categories":333},[55],{"categories":335},[55],{"categories":337},[55],{"categories":339},[186],{"categories":341},[186],{"categories":343},[55],{"categories":345},[112],{"categories":347},[98],{"categories":349},[350],"GovTech & Public-Sector Adoption",{"categories":352},[112],{"categories":354},[55],{"categories":356},[55],{"categories":358},[55],{"categories":360},[98],{"categories":362},[98],{"categories":364},[137],{"categories":366},[55],{"categories":368},[134],{"categories":370},[98],{"categories":372},[373],"Legal AI Tools",{"categories":375},[55],{"categories":377},[98],{"categories":379},[55],{"categories":381},[215],{"categories":383},[98],{"categories":385},[101],{"categories":387},[55],{"categories":389},[112],{"categories":391},[350],{"categories":393},[],{"categories":395},[98],{"categories":397},[],{"categories":399},[93],{"categories":401},[98],{"categories":403},[98],{"categories":405},[406],"RAG & Retrieval",{"categories":408},[93],{"categories":410},[55],{"categories":412},[112],{"categories":414},[112],{"categories":416},[256],{"categories":418},[186],{"categories":420},[98],{"categories":422},[55],{"categories":424},[55],{"categories":426},[],{"categories":428},[429],"Agents & Orchestration",{"categories":431},[112],{"categories":433},[55],{"categories":435},[],{"categories":437},[98],{"categories":439},[93],{"categories":441},[],{"categories":443},[55],{"categories":445},[],{"categories":447},[55],{"categories":449},[88],{"categories":451},[112],{"categories":453},[93],{"categories":455},[55],{"categories":457},[98],{"categories":459},[55],{"categories":461},[134],{"categories":463},[55],{"categories":465},[],{"categories":467},[55],{"categories":469},[],{"categories":471},[55],{"categories":473},[112],{"categories":475},[55],{"categories":477},[98],{"categories":479},[137],{"categories":481},[],{"categories":483},[55],{"categories":485},[186],{"categories":487},[488],"Models & Frontier Labs",{"categories":490},[],{"categories":492},[186],{"categories":494},[495],"Regulation & Governance of AI",{"categories":497},[101],{"categories":499},[98],{"categories":501},[],{"categories":503},[55],{"categories":505},[55],{"categories":507},[98],{"categories":509},[98],{"categories":511},[134],{"categories":513},[55],{"categories":515},[93],{"categories":517},[55],{"categories":519},[98],{"categories":521},[],{"categories":523},[112],{"categories":525},[98],{"categories":527},[55],{"categories":529},[101],{"categories":531},[55],{"categories":533},[534],"AI Policy & Regulation",{"categories":536},[],{"categories":538},[55],{"categories":540},[98],{"categories":542},[101],{"categories":544},[98],{"categories":546},[55],{"categories":548},[55],{"categories":550},[55],{"categories":552},[98],{"categories":554},[],{"categories":556},[137],{"categories":558},[559],"Evals & Reliability",{"categories":561},[55],{"categories":563},[55],{"categories":565},[],{"categories":567},[88],{"categories":569},[350],{"categories":571},[534],{"categories":573},[55],{"categories":575},[93],{"categories":577},[55],{"categories":579},[98],{"categories":581},[55],{"categories":583},[98],{"categories":585},[429],{"categories":587},[55],{"categories":589},[112],{"categories":591},[55],{"categories":593},[],{"categories":595},[186],{"categories":597},[],{"categories":599},[55],{"categories":601},[350],{"categories":603},[55],{"categories":605},[55],{"categories":607},[55],{"categories":609},[],{"categories":611},[55],{"categories":613},[186],{"categories":615},[112],{"categories":617},[],{"categories":619},[55],{"categories":621},[],{"categories":623},[98],{"categories":625},[55],{"categories":627},[186],{"categories":629},[],{"categories":631},[55],{"categories":633},[55],{"categories":635},[137],{"categories":637},[98],{"categories":639},[55],{"categories":641},[93],{"categories":643},[98],{"categories":645},[55],{"categories":647},[55],{"categories":649},[112],{"categories":651},[186],{"categories":653},[55],{"categories":655},[98],{"categories":657},[],{"categories":659},[112],{"categories":661},[98],{"categories":663},[137],{"categories":665},[],{"categories":667},[55],{"categories":669},[134],{"categories":671},[55],{"categories":673},[],{"categories":675},[55],{"categories":677},[55],{"categories":679},[55],{"categories":681},[93,215],{"categories":683},[],{"categories":685},[112],{"categories":687},[55],{"categories":689},[55],{"categories":691},[98],{"categories":693},[55],{"categories":695},[],{"categories":697},[],{"categories":699},[55],{"categories":701},[186],{"categories":703},[55],{"categories":705},[],{"categories":707},[55],{"categories":709},[256],{"categories":711},[],{"categories":713},[98],{"categories":715},[134],{"categories":717},[55],{"categories":719},[55],{"categories":721},[186],{"categories":723},[],{"categories":725},[134],{"categories":727},[55],{"categories":729},[123],{"categories":731},[55],{"categories":733},[55],{"categories":735},[98],{"categories":737},[134],{"categories":739},[488],{"categories":741},[55],{"categories":743},[215],{"categories":745},[],{"categories":747},[98],{"categories":749},[93],{"categories":751},[112],{"categories":753},[55],{"categories":755},[98],{"categories":757},[],{"categories":759},[55,256],{"categories":761},[55],{"categories":763},[55],{"categories":765},[55],{"categories":767},[98],{"categories":769},[55,112],{"categories":771},[137],{"categories":773},[55],{"categories":775},[55],{"categories":777},[55],{"categories":779},[112],{"categories":781},[55],{"categories":783},[98],{"categories":785},[98],{"categories":787},[534],{"categories":789},[215],{"categories":791},[55],{"categories":793},[98],{"categories":795},[55],{"categories":797},[55],{"categories":799},[98],{"categories":801},[],{"categories":803},[98],{"categories":805},[55],{"categories":807},[55],{"categories":809},[98],{"categories":811},[55],{"categories":813},[55,93],{"categories":815},[55],{"categories":817},[93],{"categories":819},[],{"categories":821},[186],{"categories":823},[186],{"categories":825},[55],{"categories":827},[],{"categories":829},[],{"categories":831},[55],{"categories":833},[134],{"categories":835},[],{"categories":837},[88],{"categories":839},[55],{"categories":841},[112],{"categories":843},[55],{"categories":845},[846],"Generative UI & Design-to-Code",{"categories":848},[55],{"categories":850},[55],{"categories":852},[186],{"categories":854},[55],{"categories":856},[857],"Algorithmic Accountability",{"categories":859},[98],{"categories":861},[112],{"categories":863},[134],{"categories":865},[186],{"categories":867},[55],{"categories":869},[],{"categories":871},[101],{"categories":873},[55],{"categories":875},[55],{"categories":877},[55],{"categories":879},[55],{"categories":881},[98],{"categories":883},[884],"MLOps & Infrastructure",{"categories":886},[55],{"categories":888},[55],{"categories":890},[55],{"categories":892},[55],{"categories":894},[55],{"categories":896},[112],{"categories":898},[134],{"categories":900},[55],{"categories":902},[101],{"categories":904},[88],{"categories":906},[55],{"categories":908},[98],{"categories":910},[256],{"categories":912},[55],{"categories":914},[93],{"categories":916},[55],{"categories":918},[186],{"categories":920},[55],{"categories":922},[55],{"categories":924},[98],{"categories":926},[],{"categories":928},[],{"categories":930},[55],{"categories":932},[123],{"categories":934},[186],{"categories":936},[134],{"categories":938},[137],{"categories":940},[],{"categories":942},[55],{"categories":944},[55],{"categories":946},[93],{"categories":948},[98],{"categories":950},[55],{"categories":952},[55],{"categories":954},[55],{"categories":956},[55],{"categories":958},[134],{"categories":960},[123],{"categories":962},[55],{"categories":964},[186],{"categories":966},[55],{"categories":968},[],{"categories":970},[98],{"categories":972},[112],{"categories":974},[],{"categories":976},[55],{"categories":978},[55],{"categories":980},[98],{"categories":982},[112],{"categories":984},[55],{"categories":986},[137],{"categories":988},[186],{"categories":990},[],{"categories":992},[55],{"categories":994},[],{"categories":996},[55],{"categories":998},[],{"categories":1000},[55],{"categories":1002},[55],{"categories":1004},[101],{"categories":1006},[93],{"categories":1008},[98],{"categories":1010},[98],{"categories":1012},[],{"categories":1014},[55],{"categories":1016},[88],{"categories":1018},[55],{"categories":1020},[55],{"categories":1022},[93],{"categories":1024},[134],{"categories":1026},[88],{"categories":1028},[],{"categories":1030},[55],{"categories":1032},[],{"categories":1034},[55],{"categories":1036},[],{"categories":1038},[134],{"categories":1040},[134],{"categories":1042},[],{"categories":1044},[429],{"categories":1046},[55],{"categories":1048},[186],{"categories":1050},[112],{"categories":1052},[],{"categories":1054},[373],{"categories":1056},[98],{"categories":1058},[93],{"categories":1060},[],{"categories":1062},[],{"categories":1064},[88],{"categories":1066},[137],{"categories":1068},[],{"categories":1070},[215],{"categories":1072},[98],{"categories":1074},[93],{"categories":1076},[98],{"categories":1078},[55],{"categories":1080},[93],{"categories":1082},[55],{"categories":1084},[112],{"categories":1086},[],{"categories":1088},[123],{"categories":1090},[101],{"categories":1092},[55],{"categories":1094},[186],{"categories":1096},[112],{"categories":1098},[93],{"categories":1100},[55],{"categories":1102},[112],{"categories":1104},[55],{"categories":1106},[98],{"categories":1108},[93],{"categories":1110},[55],{"categories":1112},[55],{"categories":1114},[55],{"categories":1116},[55],{"categories":1118},[55],{"categories":1120},[],{"categories":1122},[],{"categories":1124},[112],{"categories":1126},[137],{"categories":1128},[101],{"categories":1130},[55],{"categories":1132},[98],{"categories":1134},[112],{"categories":1136},[112],{"categories":1138},[55],{"categories":1140},[],{"categories":1142},[134],{"categories":1144},[101],{"categories":1146},[101],{"categories":1148},[112],{"categories":1150},[55],{"categories":1152},[559],{"categories":1154},[256],{"categories":1156},[],{"categories":1158},[98],{"categories":1160},[55],{"categories":1162},[],{"categories":1164},[88],{"categories":1166},[],{"categories":1168},[55],{"categories":1170},[55],{"categories":1172},[55],{"categories":1174},[186],{"categories":1176},[215],{"categories":1178},[55],{"categories":1180},[112],{"categories":1182},[55],{"categories":1184},[98],{"categories":1186},[],{"categories":1188},[112],{"categories":1190},[55],{"categories":1192},[88],{"categories":1194},[],{"categories":1196},[93],{"categories":1198},[55],{"categories":1200},[55],{"categories":1202},[134],{"categories":1204},[55,256],{"categories":1206},[55],{"categories":1208},[1209],"Design Systems for AI",{"categories":1211},[55],{"categories":1213},[55],{"categories":1215},[134],{"categories":1217},[55],{"categories":1219},[55],{"categories":1221},[55],{"categories":1223},[93],{"categories":1225},[55],{"categories":1227},[55],{"categories":1229},[55],{"categories":1231},[],{"categories":1233},[55],{"categories":1235},[55],{"categories":1237},[93],{"categories":1239},[55],{"categories":1241},[],{"categories":1243},[98],{"categories":1245},[98],{"categories":1247},[112],{"categories":1249},[134],{"categories":1251},[112],{"categories":1253},[55],{"categories":1255},[186],{"categories":1257},[134],{"categories":1259},[137],{"categories":1261},[55],{"categories":1263},[55],{"categories":1265},[98],{"categories":1267},[88],{"categories":1269},[534],{"categories":1271},[55],{"categories":1273},[98],{"categories":1275},[55],{"categories":1277},[112],{"categories":1279},[112],{"categories":1281},[],{"categories":1283},[],{"categories":1285},[55],{"categories":1287},[98],{"categories":1289},[101],{"categories":1291},[],{"categories":1293},[93],{"categories":1295},[55],{"categories":1297},[],{"categories":1299},[186],{"categories":1301},[112],{"categories":1303},[98],{"categories":1305},[112],{"categories":1307},[186],{"categories":1309},[55],{"categories":1311},[55],{"categories":1313},[186],{"categories":1315},[],{"categories":1317},[],{"categories":1319},[134],{"categories":1321},[98],{"categories":1323},[98],{"categories":1325},[55],{"categories":1327},[55],{"categories":1329},[55],{"categories":1331},[55],{"categories":1333},[93],{"categories":1335},[55],{"categories":1337},[55],{"categories":1339},[],{"categories":1341},[112],{"categories":1343},[112],{"categories":1345},[55],{"categories":1347},[112],{"categories":1349},[93],{"categories":1351},[],{"categories":1353},[55],{"categories":1355},[55],{"categories":1357},[55],{"categories":1359},[55],{"categories":1361},[55],{"categories":1363},[98],{"categories":1365},[88],{"categories":1367},[93],{"categories":1369},[55],{"categories":1371},[98],{"categories":1373},[134],{"categories":1375},[98],{"categories":1377},[123],{"categories":1379},[215],{"categories":1381},[55],{"categories":1383},[98],{"categories":1385},[55],{"categories":1387},[55],{"categories":1389},[55],{"categories":1391},[],{"categories":1393},[186],{"categories":1395},[],{"categories":1397},[55],{"categories":1399},[55],{"categories":1401},[],{"categories":1403},[55],{"categories":1405},[112],{"categories":1407},[93],{"categories":1409},[1410],"Visual & Generative Media",{"categories":1412},[98],{"categories":1414},[],{"categories":1416},[55],{"categories":1418},[55],{"categories":1420},[112],{"categories":1422},[256],{"categories":1424},[55],{"categories":1426},[137],{"categories":1428},[534],{"categories":1430},[112],{"categories":1432},[215],{"categories":1434},[55],{"categories":1436},[186],{"categories":1438},[55],{"categories":1440},[55],{"categories":1442},[112],{"categories":1444},[98],{"categories":1446},[55],{"categories":1448},[],{"categories":1450},[],{"categories":1452},[98],{"categories":1454},[112],{"categories":1456},[88],{"categories":1458},[98],{"categories":1460},[488],{"categories":1462},[55],{"categories":1464},[101],{"categories":1466},[55],{"categories":1468},[93],{"categories":1470},[],{"categories":1472},[55],{"categories":1474},[101],{"categories":1476},[55],{"categories":1478},[55],{"categories":1480},[55],{"categories":1482},[101],{"categories":1484},[55],{"categories":1486},[55],{"categories":1488},[215],{"categories":1490},[55],{"categories":1492},[429],{"categories":1494},[55],{"categories":1496},[98],{"categories":1498},[55],{"categories":1500},[55],{"categories":1502},[55],{"categories":1504},[55],{"categories":1506},[186],{"categories":1508},[98],{"categories":1510},[],{"categories":1512},[98],{"categories":1514},[],{"categories":1516},[256],{"categories":1518},[112],{"categories":1520},[],{"categories":1522},[488],{"categories":1524},[55],{"categories":1526},[98],{"categories":1528},[98],{"categories":1530},[55],{"categories":1532},[186,55],{"categories":1534},[88],{"categories":1536},[55],{"categories":1538},[186],{"categories":1540},[],{"categories":1542},[55],{"categories":1544},[88],{"categories":1546},[55],{"categories":1548},[1549],"Medical Imaging & Radiology",{"categories":1551},[55],{"categories":1553},[55],{"categories":1555},[55],{"categories":1557},[186],{"categories":1559},[98],{"categories":1561},[112],{"categories":1563},[],{"categories":1565},[55],{"categories":1567},[55],{"categories":1569},[55],{"categories":1571},[],{"categories":1573},[],{"categories":1575},[55],{"categories":1577},[55],{"categories":1579},[429],{"categories":1581},[55],{"categories":1583},[88],{"categories":1585},[55],{"categories":1587},[55],{"categories":1589},[],{"categories":1591},[98],{"categories":1593},[55],{"categories":1595},[101],{"categories":1597},[112],{"categories":1599},[55],{"categories":1601},[98],{"categories":1603},[429],{"categories":1605},[55],{"categories":1607},[98],{"categories":1609},[55],{"categories":1611},[55],{"categories":1613},[55],{"categories":1615},[186],{"categories":1617},[98],{"categories":1619},[256],{"categories":1621},[186],{"categories":1623},[93],{"categories":1625},[98],{"categories":1627},[134],{"categories":1629},[55],{"categories":1631},[55],{"categories":1633},[101],{"categories":1635},[55],{"categories":1637},[55],{"categories":1639},[55],{"categories":1641},[55],{"categories":1643},[98],{"categories":1645},[55],{"categories":1647},[112],{"categories":1649},[112],{"categories":1651},[55],{"categories":1653},[101],{"categories":1655},[],{"categories":1657},[134],{"categories":1659},[],{"categories":1661},[101],{"categories":1663},[98],{"categories":1665},[55],{"categories":1667},[98],{"categories":1669},[1209],{"categories":1671},[1209],{"categories":1673},[186],{"categories":1675},[55],{"categories":1677},[55],{"categories":1679},[55],{"categories":1681},[98],{"categories":1683},[112],{"categories":1685},[186],{"categories":1687},[98],{"categories":1689},[134],{"categories":1691},[],{"categories":1693},[55],{"categories":1695},[],{"categories":1697},[55],{"categories":1699},[55],{"categories":1701},[55],{"categories":1703},[55],{"categories":1705},[98],{"categories":1707},[1708],"Contract Review & E-Discovery",{"categories":1710},[55],{"categories":1712},[186],{"categories":1714},[55],{"categories":1716},[88],{"categories":1718},[55],{"categories":1720},[134],{"categories":1722},[55],{"categories":1724},[55],{"categories":1726},[215],{"categories":1728},[112],{"categories":1730},[55],{"categories":1732},[55],{"categories":1734},[98],{"categories":1736},[98],{"categories":1738},[857],{"categories":1740},[55],{"categories":1742},[55],{"categories":1744},[98],{"categories":1746},[98],{"categories":1748},[55],{"categories":1750},[55],{"categories":1752},[55],{"categories":1754},[98],{"categories":1756},[55],{"categories":1758},[55],{"categories":1760},[429],{"categories":1762},[406],{"categories":1764},[55],{"categories":1766},[98],{"categories":1768},[55],{"categories":1770},[1771],"Law-Firm Practice & Adoption",{"categories":1773},[55],{"categories":1775},[98],{"categories":1777},[186],{"categories":1779},[55],{"categories":1781},[55],{"categories":1783},[55],{"categories":1785},[],{"categories":1787},[],{"categories":1789},[112],{"categories":1791},[55],{"categories":1793},[],{"categories":1795},[98],{"categories":1797},[88],{"categories":1799},[256],{"categories":1801},[55],{"categories":1803},[],{"categories":1805},[88],{"categories":1807},[93],{"categories":1809},[55],{"categories":1811},[215],{"categories":1813},[],{"categories":1815},[93],{"categories":1817},[98],{"categories":1819},[93],{"categories":1821},[],{"categories":1823},[55],{"categories":1825},[101],{"categories":1827},[55],{"categories":1829},[112],{"categories":1831},[],{"categories":1833},[],{"categories":1835},[],{"categories":1837},[],{"categories":1839},[55],{"categories":1841},[101],{"categories":1843},[98],{"categories":1845},[256],{"categories":1847},[55],{"categories":1849},[88],{"categories":1851},[112],{"categories":1853},[55],{"categories":1855},[55],{"categories":1857},[112],{"categories":1859},[101],{"categories":1861},[55],{"categories":1863},[55],{"categories":1865},[55],{"categories":1867},[884],{"categories":1869},[55],{"categories":1871},[112],{"categories":1873},[55],{"categories":1875},[215],{"categories":1877},[112],{"categories":1879},[93],{"categories":1881},[55],{"categories":1883},[55],{"categories":1885},[55],{"categories":1887},[186],{"categories":1889},[55],{"categories":1891},[55],{"categories":1893},[55],{"categories":1895},[55],{"categories":1897},[93],{"categories":1899},[98],{"categories":1901},[55,88],{"categories":1903},[429],{"categories":1905},[55],{"categories":1907},[55],{"categories":1909},[112],{"categories":1911},[112],{"categories":1913},[186],{"categories":1915},[98],{"categories":1917},[98],{"categories":1919},[112],{"categories":1921},[55],{"categories":1923},[55],{"categories":1925},[55],{"categories":1927},[],{"categories":1929},[],{"categories":1931},[55],{"categories":1933},[137],{"categories":1935},[55],{"categories":1937},[98],{"categories":1939},[],{"categories":1941},[55],{"categories":1943},[55],{"categories":1945},[112],{"categories":1947},[137],{"categories":1949},[134],{"categories":1951},[186],{"categories":1953},[55],{"categories":1955},[98],{"categories":1957},[55],{"categories":1959},[112],{"categories":1961},[],{"categories":1963},[98],{"categories":1965},[55],{"categories":1967},[55],{"categories":1969},[55],{"categories":1971},[55],{"categories":1973},[],{"categories":1975},[98],{"categories":1977},[55],{"categories":1979},[55],{"categories":1981},[55],{"categories":1983},[],{"categories":1985},[98],{"categories":1987},[55],{"categories":1989},[55],{"categories":1991},[93],{"categories":1993},[55],{"categories":1995},[55],{"categories":1997},[],{"categories":1999},[88],{"categories":2001},[55],{"categories":2003},[55],{"categories":2005},[55],{"categories":2007},[186],{"categories":2009},[55],{"categories":2011},[112],{"categories":2013},[55],{"categories":2015},[88],{"categories":2017},[55],{"categories":2019},[112],{"categories":2021},[215],{"categories":2023},[98],{"categories":2025},[98],{"categories":2027},[55],{"categories":2029},[55],{"categories":2031},[55,186],{"categories":2033},[55],{"categories":2035},[98],{"categories":2037},[134],{"categories":2039},[55],{"categories":2041},[134],{"categories":2043},[98],{"categories":2045},[186],{"categories":2047},[55],{"categories":2049},[],{"categories":2051},[112],{"categories":2053},[256],{"categories":2055},[186],{"categories":2057},[112],{"categories":2059},[55],{"categories":2061},[101],{"categories":2063},[55],{"categories":2065},[55],{"categories":2067},[98],{"categories":2069},[],{"categories":2071},[],{"categories":2073},[55],{"categories":2075},[],{"categories":2077},[],{"categories":2079},[101],{"categories":2081},[112],{"categories":2083},[55],{"categories":2085},[98],{"categories":2087},[98],{"categories":2089},[93],{"categories":2091},[98],{"categories":2093},[256],{"categories":2095},[55],{"categories":2097},[55],{"categories":2099},[55],{"categories":2101},[123],{"categories":2103},[55],{"categories":2105},[55],{"categories":2107},[55],{"categories":2109},[112],{"categories":2111},[98],{"categories":2113},[55],{"categories":2115},[55],{"categories":2117},[112],{"categories":2119},[373],{"categories":2121},[98],{"categories":2123},[857],{"categories":2125},[],{"categories":2127},[186],{"categories":2129},[1771],{"categories":2131},[112],{"categories":2133},[],{"categories":2135},[],{"categories":2137},[55],{"categories":2139},[98],{"categories":2141},[],{"categories":2143},[],{"categories":2145},[55],{"categories":2147},[215],{"categories":2149},[55],{"categories":2151},[215],{"categories":2153},[98],{"categories":2155},[55],{"categories":2157},[55],{"categories":2159},[112],{"categories":2161},[101],{"categories":2163},[],{"categories":2165},[55],{"categories":2167},[55],{"categories":2169},[112],{"categories":2171},[1708],{"categories":2173},[186],{"categories":2175},[186],{"categories":2177},[55],{"categories":2179},[98],{"categories":2181},[88],{"categories":2183},[55],{"categories":2185},[55],{"categories":2187},[55],{"categories":2189},[55],{"categories":2191},[186],{"categories":2193},[186],{"categories":2195},[98],{"categories":2197},[98],{"categories":2199},[98],{"categories":2201},[55],{"categories":2203},[55],{"categories":2205},[],{"categories":2207},[55],{"categories":2209},[],{"categories":2211},[2212],"Interaction & Product Design",{"categories":2214},[55],{"categories":2216},[98],{"categories":2218},[112],{"categories":2220},[285],{"categories":2222},[134],{"categories":2224},[112],{"categories":2226},[55],{"categories":2228},[55],{"categories":2230},[55],{"categories":2232},[112],{"categories":2234},[55],{"categories":2236},[88],{"categories":2238},[98],{"categories":2240},[55],{"categories":2242},[],{"categories":2244},[98],{"categories":2246},[98],{"categories":2248},[98],{"categories":2250},[],{"categories":2252},[112],{"categories":2254},[55],{"categories":2256},[98],{"categories":2258},[88],{"categories":2260},[2212],{"categories":2262},[55],{"categories":2264},[88],{"categories":2266},[88],{"categories":2268},[],{"categories":2270},[98],{"categories":2272},[112],{"categories":2274},[],{"categories":2276},[98],{"categories":2278},[134],{"categories":2280},[55],{"categories":2282},[98],{"categories":2284},[55],{"categories":2286},[98],{"categories":2288},[98],{"categories":2290},[55],{"categories":2292},[55],{"categories":2294},[134],{"categories":2296},[137],{"categories":2298},[55],{"categories":2300},[101],{"categories":2302},[112],{"categories":2304},[2305],"Coding Agents & Dev Productivity",{"categories":2307},[134],{"categories":2309},[186],{"categories":2311},[55],{"categories":2313},[55],{"categories":2315},[],{"categories":2317},[55],{"categories":2319},[857],{"categories":2321},[],{"categories":2323},[55],{"categories":2325},[55],{"categories":2327},[256],{"categories":2329},[55],{"categories":2331},[134],{"categories":2333},[],{"categories":2335},[],{"categories":2337},[55],{"categories":2339},[],{"categories":2341},[98],{"categories":2343},[55],{"categories":2345},[],{"categories":2347},[112],{"categories":2349},[112],{"categories":2351},[55],{"categories":2353},[137],{"categories":2355},[],{"categories":2357},[55],{"categories":2359},[55],{"categories":2361},[55],{"categories":2363},[137],{"categories":2365},[112],{"categories":2367},[98],{"categories":2369},[],{"categories":2371},[],{"categories":2373},[55],{"categories":2375},[55],{"categories":2377},[98],{"categories":2379},[98],{"categories":2381},[350],{"categories":2383},[112],{"categories":2385},[112],{"categories":2387},[98],{"categories":2389},[134],{"categories":2391},[134],{"categories":2393},[98],{"categories":2395},[98],{"categories":2397},[55],{"categories":2399},[88],{"categories":2401},[2212],{"categories":2403},[101],{"categories":2405},[55,256],{"categories":2407},[137],{"categories":2409},[],{"categories":2411},[186],{"categories":2413},[98],{"categories":2415},[112],{"categories":2417},[88],{"categories":2419},[55],{"categories":2421},[98],{"categories":2423},[2424],"The Designer's Role & Craft",{"categories":2426},[186],{"categories":2428},[],{"categories":2430},[98],{"categories":2432},[55],{"categories":2434},[98],{"categories":2436},[98],{"categories":2438},[55],{"categories":2440},[215],{"categories":2442},[55],{"categories":2444},[112],{"categories":2446},[55],{"categories":2448},[186],{"categories":2450},[55],{"categories":2452},[],{"categories":2454},[98],{"categories":2456},[186],{"categories":2458},[101],{"categories":2460},[55],{"categories":2462},[55],{"categories":2464},[55],{"categories":2466},[2467],"AI UX Patterns",{"categories":2469},[98],{"categories":2471},[98],{"categories":2473},[98],{"categories":2475},[98],{"categories":2477},[215],{"categories":2479},[137],{"categories":2481},[55],{"categories":2483},[98],{"categories":2485},[55],{"categories":2487},[1209],{"categories":2489},[],{"categories":2491},[215],{"categories":2493},[98],{"categories":2495},[134],{"categories":2497},[112],{"categories":2499},[55],{"categories":2501},[98],{"categories":2503},[],{"categories":2505},[],{"categories":2507},[55],{"categories":2509},[55],{"categories":2511},[98],{"categories":2513},[55],{"categories":2515},[98],{"categories":2517},[350],{"categories":2519},[186],{"categories":2521},[55],{"categories":2523},[134],{"categories":2525},[112],{"categories":2527},[55],{"categories":2529},[98],{"categories":2531},[98],{"categories":2533},[],{"categories":2535},[55],{"categories":2537},[],{"categories":2539},[55],{"categories":2541},[],{"categories":2543},[55],{"categories":2545},[55],{"categories":2547},[55],{"categories":2549},[98],{"categories":2551},[112],{"categories":2553},[],{"categories":2555},[],{"categories":2557},[137],{"categories":2559},[123],{"categories":2561},[55],{"categories":2563},[55],{"categories":2565},[55],{"categories":2567},[137],{"categories":2569},[55],{"categories":2571},[55],{"categories":2573},[134],{"categories":2575},[55],{"categories":2577},[55],{"categories":2579},[55],{"categories":2581},[98],{"categories":2583},[55],{"categories":2585},[98],{"categories":2587},[55],{"categories":2589},[55],{"categories":2591},[55],{"categories":2593},[98],{"categories":2595},[],{"categories":2597},[55],{"categories":2599},[],{"categories":2601},[55],{"categories":2603},[55],{"categories":2605},[256],{"categories":2607},[55],{"categories":2609},[],{"categories":2611},[],{"categories":2613},[186],{"categories":2615},[884],{"categories":2617},[98],{"categories":2619},[88],{"categories":2621},[2424],{"categories":2623},[],{"categories":2625},[],{"categories":2627},[55],{"categories":2629},[],{"categories":2631},[],{"categories":2633},[112],{"categories":2635},[134],{"categories":2637},[215],{"categories":2639},[98],{"categories":2641},[93],{"categories":2643},[55],{"categories":2645},[55],{"categories":2647},[93],{"categories":2649},[],{"categories":2651},[186],{"categories":2653},[101],{"categories":2655},[55],{"categories":2657},[55],{"categories":2659},[98],{"categories":2661},[93],{"categories":2663},[55],{"categories":2665},[55],{"categories":2667},[88],{"categories":2669},[55],{"categories":2671},[55],{"categories":2673},[],{"categories":2675},[88],{"categories":2677},[55],{"categories":2679},[215],{"categories":2681},[98],{"categories":2683},[134],{"categories":2685},[55],{"categories":2687},[112],{"categories":2689},[55],{"categories":2691},[55],{"categories":2693},[93],{"categories":2695},[55],{"categories":2697},[55],{"categories":2699},[55],{"categories":2701},[98],{"categories":2703},[55],{"categories":2705},[],{"categories":2707},[55],{"categories":2709},[112],{"categories":2711},[88],{"categories":2713},[55],{"categories":2715},[55],{"categories":2717},[55],{"categories":2719},[],{"categories":2721},[55],{"categories":2723},[429],{"categories":2725},[98],{"categories":2727},[93],{"categories":2729},[134],{"categories":2731},[55],{"categories":2733},[55],{"categories":2735},[],{"categories":2737},[93],{"categories":2739},[93],{"categories":2741},[55],{"categories":2743},[55],{"categories":2745},[101],{"categories":2747},[55],{"categories":2749},[55],{"categories":2751},[55],{"categories":2753},[55],{"categories":2755},[112],{"categories":2757},[112],{"categories":2759},[55],{"categories":2761},[],{"categories":2763},[112],{"categories":2765},[55],{"categories":2767},[112],{"categories":2769},[98],{"categories":2771},[534],{"categories":2773},[],{"categories":2775},[],{"categories":2777},[55],{"categories":2779},[134],{"categories":2781},[],{"categories":2783},[256],{"categories":2785},[55],{"categories":2787},[55],{"categories":2789},[55],{"categories":2791},[186],{"categories":2793},[846],{"categories":2795},[],{"categories":2797},[55],{"categories":2799},[55],{"categories":2801},[55],{"categories":2803},[112],{"categories":2805},[55],{"categories":2807},[55],{"categories":2809},[55,256],{"categories":2811},[55],{"categories":2813},[55],{"categories":2815},[186],{"categories":2817},[98],{"categories":2819},[],{"categories":2821},[98],{"categories":2823},[98],{"categories":2825},[55],{"categories":2827},[55],{"categories":2829},[55],{"categories":2831},[55],{"categories":2833},[137],{"categories":2835},[55],{"categories":2837},[2467],{"categories":2839},[88],{"categories":2841},[137],{"categories":2843},[88],{"categories":2845},[112],{"categories":2847},[186],{"categories":2849},[98],{"categories":2851},[55],{"categories":2853},[],{"categories":2855},[93],{"categories":2857},[55],{"categories":2859},[55],{"categories":2861},[134],{"categories":2863},[55],{"categories":2865},[55],{"categories":2867},[55],{"categories":2869},[98],{"categories":2871},[55],{"categories":2873},[55],{"categories":2875},[55],{"categories":2877},[93],{"categories":2879},[],{"categories":2881},[256],{"categories":2883},[55],{"categories":2885},[350],{"categories":2887},[186],{"categories":2889},[186],{"categories":2891},[112],{"categories":2893},[98],{"categories":2895},[55],{"categories":2897},[93],{"categories":2899},[134],{"categories":2901},[55],{"categories":2903},[55],{"categories":2905},[55],{"categories":2907},[186],{"categories":2909},[98],{"categories":2911},[98],{"categories":2913},[55],{"categories":2915},[55],{"categories":2917},[488],{"categories":2919},[98],{"categories":2921},[],{"categories":2923},[55],{"categories":2925},[55],{"categories":2927},[55],{"categories":2929},[],{"categories":2931},[],{"categories":2933},[55],{"categories":2935},[55],{"categories":2937},[98],{"categories":2939},[55],{"categories":2941},[55],{"categories":2943},[55],{"categories":2945},[112],{"categories":2947},[55],{"categories":2949},[55],{"categories":2951},[98],{"categories":2953},[55],{"categories":2955},[55],{"categories":2957},[55],{"categories":2959},[55],{"categories":2961},[55],{"categories":2963},[],{"categories":2965},[112],{"categories":2967},[137],{"categories":2969},[55],{"categories":2971},[98],{"categories":2973},[98],{"categories":2975},[55],{"categories":2977},[55],{"categories":2979},[],{"categories":2981},[],{"categories":2983},[55],{"categories":2985},[55],{"categories":2987},[55],{"categories":2989},[134],{"categories":2991},[137],{"categories":2993},[],{"categories":2995},[55],{"categories":2997},[186],{"categories":2999},[55],{"categories":3001},[256],{"categories":3003},[1771],{"categories":3005},[134],{"categories":3007},[112],{"categories":3009},[55],{"categories":3011},[112],{"categories":3013},[112],{"categories":3015},[55],{"categories":3017},[55],{"categories":3019},[112],{"categories":3021},[134],{"categories":3023},[134],{"categories":3025},[256],{"categories":3027},[98],{"categories":3029},[],{"categories":3031},[134],{"categories":3033},[55],{"categories":3035},[98],{"categories":3037},[88],{"categories":3039},[112],{"categories":3041},[55],{"categories":3043},[134],{"categories":3045},[],{"categories":3047},[55],{"categories":3049},[112],{"categories":3051},[112],{"categories":3053},[137],{"categories":3055},[55],{"categories":3057},[134],{"categories":3059},[55],{"categories":3061},[112],{"categories":3063},[98],{"categories":3065},[98],{"categories":3067},[134],{"categories":3069},[98],{"categories":3071},[256],{"categories":3073},[98],{"categories":3075},[55],{"categories":3077},[55],{"categories":3079},[55],{"categories":3081},[55],{"categories":3083},[112],{"categories":3085},[55],{"categories":3087},[],{"categories":3089},[98],{"categories":3091},[93],{"categories":3093},[112],{"categories":3095},[],{"categories":3097},[],{"categories":3099},[55],{"categories":3101},[98],{"categories":3103},[55],{"categories":3105},[55],{"categories":3107},[3108],"Frameworks & Tooling",{"categories":3110},[55],{"categories":3112},[55],{"categories":3114},[112],{"categories":3116},[55],{"categories":3118},[55],{"categories":3120},[],{"categories":3122},[137],{"categories":3124},[137],{"categories":3126},[88],{"categories":3128},[55],{"categories":3130},[98],{"categories":3132},[55],{"categories":3134},[186],{"categories":3136},[],{"categories":3138},[1771],{"categories":3140},[55],{"categories":3142},[112],{"categories":3144},[55],{"categories":3146},[256],{"categories":3148},[256],{"categories":3150},[],{"categories":3152},[98],{"categories":3154},[98],{"categories":3156},[55],{"categories":3158},[55],{"categories":3160},[134],{"categories":3162},[98],{"categories":3164},[134],{"categories":3166},[55],{"categories":3168},[98],{"categories":3170},[],{"categories":3172},[186],{"categories":3174},[55],{"categories":3176},[55],{"categories":3178},[],{"categories":3180},[55],{"categories":3182},[98],{"categories":3184},[55],{"categories":3186},[55],{"categories":3188},[55],{"categories":3190},[],{"categories":3192},[112],{"categories":3194},[55],{"categories":3196},[112],{"categories":3198},[256],{"categories":3200},[55],{"categories":3202},[55],{"categories":3204},[55],{"categories":3206},[112],{"categories":3208},[93],{"categories":3210},[55],{"categories":3212},[1771],{"categories":3214},[],{"categories":3216},[98],{"categories":3218},[88],{"categories":3220},[55],{"categories":3222},[88],{"categories":3224},[55],{"categories":3226},[],{"categories":3228},[98],{"categories":3230},[55],{"categories":3232},[55],{"categories":3234},[3235],"AI Design Tooling",{"categories":3237},[186],{"categories":3239},[55],{"categories":3241},[55],{"categories":3243},[112],{"categories":3245},[186],{"categories":3247},[55],{"categories":3249},[55],{"categories":3251},[112],{"categories":3253},[134],{"categories":3255},[101],{"categories":3257},[112],{"categories":3259},[55],{"categories":3261},[55],{"categories":3263},[55],{"categories":3265},[98],{"categories":3267},[55],{"categories":3269},[],{"categories":3271},[98],{"categories":3273},[55],{"categories":3275},[55],{"categories":3277},[98],{"categories":3279},[55],{"categories":3281},[55],{"categories":3283},[55],{"categories":3285},[98],{"categories":3287},[],{"categories":3289},[98],{"categories":3291},[3108],{"categories":3293},[55],{"categories":3295},[55],{"categories":3297},[98],{"categories":3299},[98],{"categories":3301},[112],{"categories":3303},[112],{"categories":3305},[55],{"categories":3307},[],{"categories":3309},[112],{"categories":3311},[55],{"categories":3313},[55],{"categories":3315},[98],{"categories":3317},[93],{"categories":3319},[55],{"categories":3321},[],{"categories":3323},[55],{"categories":3325},[55],{"categories":3327},[2212],{"categories":3329},[],{"categories":3331},[55],{"categories":3333},[55],{"categories":3335},[55],{"categories":3337},[55],{"categories":3339},[186],{"categories":3341},[55],{"categories":3343},[],{"categories":3345},[55],{"categories":3347},[55],{"categories":3349},[55],{"categories":3351},[55],{"categories":3353},[215],{"categories":3355},[134],{"categories":3357},[55],{"categories":3359},[55],{"categories":3361},[1771],{"categories":3363},[88],{"categories":3365},[55],{"categories":3367},[55],{"categories":3369},[137],{"categories":3371},[55],{"categories":3373},[55],{"categories":3375},[134],{"categories":3377},[98],{"categories":3379},[],{"categories":3381},[55],{"categories":3383},[55],{"categories":3385},[186],{"categories":3387},[55],{"categories":3389},[215],{"categories":3391},[98],{"categories":3393},[55],{"categories":3395},[98],{"categories":3397},[],{"categories":3399},[],{"categories":3401},[],{"categories":3403},[88],{"categories":3405},[134],{"categories":3407},[98],{"categories":3409},[55],{"categories":3411},[55],{"categories":3413},[55],{"categories":3415},[55],{"categories":3417},[373],{"categories":3419},[186],{"categories":3421},[98],{"categories":3423},[55],{"categories":3425},[],{"categories":3427},[98],{"categories":3429},[98],{"categories":3431},[],{"categories":3433},[55],{"categories":3435},[98],{"categories":3437},[55],{"categories":3439},[],{"categories":3441},[55],{"categories":3443},[55],{"categories":3445},[55],{"categories":3447},[134],{"categories":3449},[186],{"categories":3451},[98],{"categories":3453},[186],{"categories":3455},[98],{"categories":3457},[55],{"categories":3459},[93],{"categories":3461},[],{"categories":3463},[],{"categories":3465},[55],{"categories":3467},[55],{"categories":3469},[55],{"categories":3471},[88],{"categories":3473},[98],{"categories":3475},[134],{"categories":3477},[],{"categories":3479},[186],{"categories":3481},[],{"categories":3483},[112],{"categories":3485},[55],{"categories":3487},[112],{"categories":3489},[186],{"categories":3491},[112],{"categories":3493},[55],{"categories":3495},[],{"categories":3497},[55],{"categories":3499},[55],{"categories":3501},[],{"categories":3503},[55],{"categories":3505},[55],{"categories":3507},[215],{"categories":3509},[55],{"categories":3511},[55],{"categories":3513},[256],{"categories":3515},[112],{"categories":3517},[55],{"categories":3519},[],{"categories":3521},[98],{"categories":3523},[55],{"categories":3525},[88],{"categories":3527},[488],{"categories":3529},[55],{"categories":3531},[55],{"categories":3533},[98],{"categories":3535},[55],{"categories":3537},[98],{"categories":3539},[55],{"categories":3541},[55],{"categories":3543},[55],{"categories":3545},[55],{"categories":3547},[],{"categories":3549},[55],{"categories":3551},[88],{"categories":3553},[55],{"categories":3555},[93],{"categories":3557},[112],{"categories":3559},[186],{"categories":3561},[],{"categories":3563},[55],{"categories":3565},[],{"categories":3567},[98],{"categories":3569},[55],{"categories":3571},[],{"categories":3573},[98],{"categories":3575},[55],{"categories":3577},[112],{"categories":3579},[186],{"categories":3581},[134],{"categories":3583},[55],{"categories":3585},[134],{"categories":3587},[98],{"categories":3589},[186],{"categories":3591},[55],{"categories":3593},[],{"categories":3595},[55],{"categories":3597},[123],{"categories":3599},[98],{"categories":3601},[55],{"categories":3603},[186],{"categories":3605},[134],{"categories":3607},[93],{"categories":3609},[112],{"categories":3611},[55],{"categories":3613},[55],{"categories":3615},[55],{"categories":3617},[55],{"categories":3619},[134],{"categories":3621},[215],{"categories":3623},[],{"categories":3625},[],{"categories":3627},[137],{"categories":3629},[429],{"categories":3631},[55],{"categories":3633},[98],{"categories":3635},[55,112],{"categories":3637},[134],{"categories":3639},[55],{"categories":3641},[55],{"categories":3643},[55],{"categories":3645},[55],{"categories":3647},[55],{"categories":3649},[55],{"categories":3651},[55],{"categories":3653},[98],{"categories":3655},[55],{"categories":3657},[98],{"categories":3659},[55],{"categories":3661},[55],{"categories":3663},[55],{"categories":3665},[],{"categories":3667},[55],{"categories":3669},[1209],{"categories":3671},[112],{"categories":3673},[186],{"categories":3675},[55],{"categories":3677},[55],{"categories":3679},[55],{"categories":3681},[137],{"categories":3683},[98],{"categories":3685},[215],{"categories":3687},[256],{"categories":3689},[],{"categories":3691},[112],{"categories":3693},[55],{"categories":3695},[93],{"categories":3697},[98],{"categories":3699},[88],{"categories":3701},[98],{"categories":3703},[55],{"categories":3705},[98],{"categories":3707},[98],{"categories":3709},[101],{"categories":3711},[112],{"categories":3713},[55],{"categories":3715},[55],{"categories":3717},[],{"categories":3719},[],{"categories":3721},[],{"categories":3723},[256],{"categories":3725},[55],{"categories":3727},[134],{"categories":3729},[55],{"categories":3731},[55],{"categories":3733},[55],{"categories":3735},[55],{"categories":3737},[],{"categories":3739},[55],{"categories":3741},[137],{"categories":3743},[93],{"categories":3745},[98],{"categories":3747},[55],{"categories":3749},[],{"categories":3751},[55],{"categories":3753},[98],{"categories":3755},[55],{"categories":3757},[256],{"categories":3759},[],{"categories":3761},[186],{"categories":3763},[186],{"categories":3765},[55],{"categories":3767},[98],{"categories":3769},[],{"categories":3771},[112],{"categories":3773},[55],{"categories":3775},[186],{"categories":3777},[55],{"categories":3779},[93],{"categories":3781},[98],{"categories":3783},[55],{"categories":3785},[],{"categories":3787},[134],{"categories":3789},[55],{"categories":3791},[55],{"categories":3793},[55],{"categories":3795},[186],{"categories":3797},[98],{"categories":3799},[134],{"categories":3801},[],{"categories":3803},[98],{"categories":3805},[93],{"categories":3807},[98],{"categories":3809},[186],{"categories":3811},[55],{"categories":3813},[55],{"categories":3815},[55],{"categories":3817},[429],{"categories":3819},[55],{"categories":3821},[98],{"categories":3823},[],{"categories":3825},[55],{"categories":3827},[55],{"categories":3829},[256],{"categories":3831},[134],{"categories":3833},[137],{"categories":3835},[534],{"categories":3837},[137],{"categories":3839},[137],{"categories":3841},[55],{"categories":3843},[],{"categories":3845},[],{"categories":3847},[],{"categories":3849},[98],{"categories":3851},[55],{"categories":3853},[98],{"categories":3855},[98],{"categories":3857},[112],{"categories":3859},[55],{"categories":3861},[406],{"categories":3863},[112],{"categories":3865},[98],{"categories":3867},[55],{"categories":3869},[55],{"categories":3871},[55],{"categories":3873},[55],{"categories":3875},[55],{"categories":3877},[98],{"categories":3879},[55],{"categories":3881},[],{"categories":3883},[],{"categories":3885},[55],{"categories":3887},[],{"categories":3889},[55],{"categories":3891},[98],{"categories":3893},[186],{"categories":3895},[55],{"categories":3897},[55],{"categories":3899},[],{"categories":3901},[98],{"categories":3903},[55],{"categories":3905},[55],{"categories":3907},[101],{"categories":3909},[55],{"categories":3911},[186],{"categories":3913},[55],{"categories":3915},[98],{"categories":3917},[93],{"categories":3919},[55],{"categories":3921},[55],{"categories":3923},[215],{"categories":3925},[98],{"categories":3927},[55],{"categories":3929},[55],{"categories":3931},[846],{"categories":3933},[55],{"categories":3935},[98],{"categories":3937},[55],{"categories":3939},[112],{"categories":3941},[55],{"categories":3943},[488],{"categories":3945},[186],{"categories":3947},[],{"categories":3949},[55],{"categories":3951},[55],{"categories":3953},[134],{"categories":3955},[429],{"categories":3957},[98],{"categories":3959},[55],{"categories":3961},[],{"categories":3963},[134],{"categories":3965},[350],{"categories":3967},[98],{"categories":3969},[98],{"categories":3971},[98],{"categories":3973},[55],{"categories":3975},[55],{"categories":3977},[98],{"categories":3979},[],{"categories":3981},[93],{"categories":3983},[55],{"categories":3985},[93],{"categories":3987},[98],{"categories":3989},[],{"categories":3991},[112],{"categories":3993},[55],{"categories":3995},[55],{"categories":3997},[88],{"categories":3999},[55],{"categories":4001},[134],{"categories":4003},[256],{"categories":4005},[123],{"categories":4007},[98],{"categories":4009},[98],{"categories":4011},[55],{"categories":4013},[55],{"categories":4015},[98],{"categories":4017},[55],{"categories":4019},[88],{"categories":4021},[],{"categories":4023},[98],{"categories":4025},[55],{"categories":4027},[55],{"categories":4029},[55],{"categories":4031},[98],{"categories":4033},[55],{"categories":4035},[],{"categories":4037},[55],{"categories":4039},[],{"categories":4041},[186],{"categories":4043},[98],{"categories":4045},[55,93],{"categories":4047},[98],{"categories":4049},[55],{"categories":4051},[],{"categories":4053},[88],{"categories":4055},[137],{"categories":4057},[93],{"categories":4059},[55],{"categories":4061},[112],{"categories":4063},[55],{"categories":4065},[55],{"categories":4067},[98],{"categories":4069},[55],{"categories":4071},[55],{"categories":4073},[55],{"categories":4075},[134],{"categories":4077},[1209],{"categories":4079},[98],{"categories":4081},[55],{"categories":4083},[],{"categories":4085},[],{"categories":4087},[55],{"categories":4089},[98],{"categories":4091},[55],{"categories":4093},[55],{"categories":4095},[256],{"categories":4097},[],{"categories":4099},[55],{"categories":4101},[98],{"categories":4103},[123],{"categories":4105},[98],{"categories":4107},[429],{"categories":4109},[],{"categories":4111},[373],{"categories":4113},[98],{"categories":4115},[55],{"categories":4117},[55],{"categories":4119},[215],{"categories":4121},[98],{"categories":4123},[55],{"categories":4125},[137],{"categories":4127},[101],{"categories":4129},[98],{"categories":4131},[55],{"categories":4133},[429],{"categories":4135},[55],{"categories":4137},[256],{"categories":4139},[93],{"categories":4141},[],{"categories":4143},[55],{"categories":4145},[55],{"categories":4147},[215],{"categories":4149},[186],{"categories":4151},[55],{"categories":4153},[55],{"categories":4155},[55],{"categories":4157},[],{"categories":4159},[215],{"categories":4161},[134],{"categories":4163},[55],{"categories":4165},[55],{"categories":4167},[55],{"categories":4169},[534],{"categories":4171},[88],{"categories":4173},[55],{"categories":4175},[101],{"categories":4177},[55],{"categories":4179},[],{"categories":4181},[],{"categories":4183},[186],{"categories":4185},[55],{"categories":4187},[137],{"categories":4189},[215],{"categories":4191},[98],{"categories":4193},[55],{"categories":4195},[55],{"categories":4197},[215],{"categories":4199},[134],{"categories":4201},[55],{"categories":4203},[],{"categories":4205},[55],{"categories":4207},[55],{"categories":4209},[],{"categories":4211},[55],{"categories":4213},[55],{"categories":4215},[559],{"categories":4217},[55],{"categories":4219},[55],{"categories":4221},[98],{"categories":4223},[112],{"categories":4225},[429],{"categories":4227},[55],{"categories":4229},[55],{"categories":4231},[55],{"categories":4233},[],{"categories":4235},[55,112],{"categories":4237},[134],{"categories":4239},[98],{"categories":4241},[112],{"categories":4243},[98],{"categories":4245},[884],{"categories":4247},[112],{"categories":4249},[112],{"categories":4251},[98],{"categories":4253},[55],{"categories":4255},[88],{"categories":4257},[],{"categories":4259},[],{"categories":4261},[98],{"categories":4263},[55],{"categories":4265},[112],{"categories":4267},[55],{"categories":4269},[88],{"categories":4271},[112],{"categories":4273},[112],{"categories":4275},[55],{"categories":4277},[215],{"categories":4279},[55],{"categories":4281},[112],{"categories":4283},[55],{"categories":4285},[],{"categories":4287},[55],{"categories":4289},[55],{"categories":4291},[186,55],{"categories":4293},[256],{"categories":4295},[88],{"categories":4297},[55],{"categories":4299},[],{"categories":4301},[55],{"categories":4303},[55],{"categories":4305},[93],{"categories":4307},[55],{"categories":4309},[93],{"categories":4311},[55],{"categories":4313},[55],{"categories":4315},[350],{"categories":4317},[55],{"categories":4319},[93],{"categories":4321},[112],{"categories":4323},[137],{"categories":4325},[98],{"categories":4327},[55],{"categories":4329},[112],{"categories":4331},[55],{"categories":4333},[55],{"categories":4335},[134],{"categories":4337},[215],{"categories":4339},[186],{"categories":4341},[55],{"categories":4343},[55],{"categories":4345},[55],{"categories":4347},[55],{"categories":4349},[88],{"categories":4351},[55],{"categories":4353},[98],{"categories":4355},[98],{"categories":4357},[112],{"categories":4359},[134],{"categories":4361},[112],{"categories":4363},[112],{"categories":4365},[55],{"categories":4367},[55],{"categories":4369},[],{"categories":4371},[],{"categories":4373},[137],{"categories":4375},[55],{"categories":4377},[112],{"categories":4379},[55],{"categories":4381},[186],{"categories":4383},[429],{"categories":4385},[373],{"categories":4387},[350],{"categories":4389},[55],{"categories":4391},[55],{"categories":4393},[55],{"categories":4395},[137],{"categories":4397},[55],{"categories":4399},[55],{"categories":4401},[55],{"categories":4403},[55],{"categories":4405},[55],{"categories":4407},[55],{"categories":4409},[55],{"categories":4411},[98],{"categories":4413},[88],{"categories":4415},[98],{"categories":4417},[55,93],{"categories":4419},[],{"categories":4421},[186],{"categories":4423},[],{"categories":4425},[101],{"categories":4427},[55],{"categories":4429},[134],{"categories":4431},[88],{"categories":4433},[55],{"categories":4435},[88],{"categories":4437},[98],{"categories":4439},[137],{"categories":4441},[98],{"categories":4443},[101],{"categories":4445},[98],{"categories":4447},[55],{"categories":4449},[55],{"categories":4451},[93],{"categories":4453},[98],{"categories":4455},[112],{"categories":4457},[215],{"categories":4459},[55],{"categories":4461},[55],{"categories":4463},[],{"categories":4465},[134],{"categories":4467},[55],{"categories":4469},[55],{"categories":4471},[55],{"categories":4473},[55],{"categories":4475},[55],{"categories":4477},[55],{"categories":4479},[112],{"categories":4481},[134],{"categories":4483},[112],{"categories":4485},[112],{"categories":4487},[55],{"categories":4489},[55],{"categories":4491},[55],{"categories":4493},[55],{"categories":4495},[373],{"categories":4497},[55],{"categories":4499},[98],{"categories":4501},[134],{"categories":4503},[55],{"categories":4505},[55],{"categories":4507},[55],{"categories":4509},[98],{"categories":4511},[55],{"categories":4513},[55],{"categories":4515},[55],{"categories":4517},[3108],{"categories":4519},[4520],"Clinical AI",{"categories":4522},[186],{"categories":4524},[55],{"categories":4526},[55],{"categories":4528},[55],{"categories":4530},[55],{"categories":4532},[256],{"categories":4534},[2467],{"categories":4536},[55],{"categories":4538},[101],{"categories":4540},[186],{"categories":4542},[55],{"categories":4544},[98],{"categories":4546},[55],{"categories":4548},[55],{"categories":4550},[134],{"categories":4552},[55],{"categories":4554},[98],{"categories":4556},[112],{"categories":4558},[215],{"categories":4560},[55],{"categories":4562},[55],{"categories":4564},[93],{"categories":4566},[55],{"categories":4568},[55],{"categories":4570},[488],{"categories":4572},[55],{"categories":4574},[],{"categories":4576},[98],{"categories":4578},[55],{"categories":4580},[112],{"categories":4582},[88],{"categories":4584},[55],{"categories":4586},[],{"categories":4588},[],{"categories":4590},[55],{"categories":4592},[],{"categories":4594},[93],{"categories":4596},[55],{"categories":4598},[55],{"categories":4600},[98],{"categories":4602},[55],{"categories":4604},[134],{"categories":4606},[134],{"categories":4608},[134],{"categories":4610},[134],{"categories":4612},[],{"categories":4614},[88],{"categories":4616},[98],{"categories":4618},[134],{"categories":4620},[55],{"categories":4622},[559],{"categories":4624},[101],{"categories":4626},[98],{"categories":4628},[55],{"categories":4630},[88],{"categories":4632},[55],{"categories":4634},[98],{"categories":4636},[55],{"categories":4638},[55],{"categories":4640},[55],{"categories":4642},[55,98],{"categories":4644},[98],{"categories":4646},[256],{"categories":4648},[134],{"categories":4650},[98],{"categories":4652},[134],{"categories":4654},[98],{"categories":4656},[55],{"categories":4658},[],{"categories":4660},[134],{"categories":4662},[215],{"categories":4664},[88],{"categories":4666},[55],{"categories":4668},[55],{"categories":4670},[],{"categories":4672},[112],{"categories":4674},[],{"categories":4676},[88],{"categories":4678},[98],{"categories":4680},[134],{"categories":4682},[55],{"categories":4684},[134],{"categories":4686},[88],{"categories":4688},[134],{"categories":4690},[134],{"categories":4692},[],{"categories":4694},[93],{"categories":4696},[98],{"categories":4698},[134],{"categories":4700},[134],{"categories":4702},[134],{"categories":4704},[134],{"categories":4706},[134],{"categories":4708},[134],{"categories":4710},[134],{"categories":4712},[134],{"categories":4714},[134],{"categories":4716},[134],{"categories":4718},[137],{"categories":4720},[88],{"categories":4722},[55],{"categories":4724},[55],{"categories":4726},[98],{"categories":4728},[98],{"categories":4730},[],{"categories":4732},[55],{"categories":4734},[55,88],{"categories":4736},[],{"categories":4738},[98],{"categories":4740},[55],{"categories":4742},[134],{"categories":4744},[98],{"categories":4746},[884],{"categories":4748},[55],{"categories":4750},[55],{"categories":4752},[55],{"categories":4754},[55],{"categories":4756},[55],{"categories":4758},[350],{"categories":4760},[55],{"categories":4762},[55],{"categories":4764},[98],{"categories":4766},[55],{"categories":4768},[55],{"categories":4770},[93],{"categories":4772},[101],{"categories":4774},[98],{"categories":4776},[98],{"categories":4778},[],{"categories":4780},[98],{"categories":4782},[186],{"categories":4784},[134],{"categories":4786},[55],{"categories":4788},[],{"categories":4790},[101],{"categories":4792},[],{"categories":4794},[112],{"categories":4796},[55],{"categories":4798},[98],{"categories":4800},[186],{"categories":4802},[55],{"categories":4804},[],{"categories":4806},[55],{"categories":4808},[55],{"categories":4810},[],{"categories":4812},[215],{"categories":4814},[55],{"categories":4816},[98],{"categories":4818},[],{"categories":4820},[],{"categories":4822},[134],{"categories":4824},[88],{"categories":4826},[55],{"categories":4828},[55],{"categories":4830},[93],{"categories":4832},[55],{"categories":4834},[55],{"categories":4836},[98],{"categories":4838},[55],{"categories":4840},[93],{"categories":4842},[93],{"categories":4844},[186],{"categories":4846},[],{"categories":4848},[55],{"categories":4850},[134],{"categories":4852},[],{"categories":4854},[55],{"categories":4856},[55],{"categories":4858},[186],{"categories":4860},[55],{"categories":4862},[55],{"categories":4864},[215],{"categories":4866},[55],{"categories":4868},[256],{"categories":4870},[],{"categories":4872},[98],{"categories":4874},[55],{"categories":4876},[215],{"categories":4878},[112],{"categories":4880},[],{"categories":4882},[55],{"categories":4884},[],{"categories":4886},[98],{"categories":4888},[186],{"categories":4890},[112],{"categories":4892},[],{"categories":4894},[3108],{"categories":4896},[93],{"categories":4898},[88],{"categories":4900},[55],{"categories":4902},[137],{"categories":4904},[98],{"categories":4906},[186],{"categories":4908},[55],{"categories":4910},[112],{"categories":4912},[],{"categories":4914},[],{"categories":4916},[55],{"categories":4918},[88],{"categories":4920},[55],{"categories":4922},[215],{"categories":4924},[],{"categories":4926},[98],{"categories":4928},[98],{"categories":4930},[55],{"categories":4932},[98],{"categories":4934},[55],{"categories":4936},[134],{"categories":4938},[112],{"categories":4940},[55],{"categories":4942},[98],{"categories":4944},[101],{"categories":4946},[55],{"categories":4948},[55],{"categories":4950},[55],{"categories":4952},[98],{"categories":4954},[55],{"categories":4956},[101],{"categories":4958},[215],{"categories":4960},[134],{"categories":4962},[],{"categories":4964},[215],{"categories":4966},[55],{"categories":4968},[],{"categories":4970},[112],{"categories":4972},[98],{"categories":4974},[],{"categories":4976},[55],{"categories":4978},[55],{"categories":4980},[55],{"categories":4982},[55],{"categories":4984},[55],{"categories":4986},[98],{"categories":4988},[93],{"categories":4990},[88],{"categories":4992},[98],{"categories":4994},[55],{"categories":4996},[186],{"categories":4998},[112],{"categories":5000},[112],{"categories":5002},[55],{"categories":5004},[137],{"categories":5006},[98],{"categories":5008},[55],{"categories":5010},[55],{"categories":5012},[98],{"categories":5014},[55],{"categories":5016},[55],{"categories":5018},[98],{"categories":5020},[93],{"categories":5022},[55],{"categories":5024},[186],{"categories":5026},[112],{"categories":5028},[98],{"categories":5030},[55],{"categories":5032},[101],{"categories":5034},[55],{"categories":5036},[98],{"categories":5038},[55],{"categories":5040},[55],{"categories":5042},[134],{"categories":5044},[55],{"categories":5046},[],{"categories":5048},[88],{"categories":5050},[55],{"categories":5052},[55],{"categories":5054},[55],{"categories":5056},[112],{"categories":5058},[112],{"categories":5060},[55],{"categories":5062},[112],{"categories":5064},[55],{"categories":5066},[98],{"categories":5068},[55],{"categories":5070},[55],{"categories":5072},[55],{"categories":5074},[55],{"categories":5076},[55],{"categories":5078},[],{"categories":5080},[55],{"categories":5082},[186],{"categories":5084},[98],{"categories":5086},[93],{"categories":5088},[134],{"categories":5090},[55],{"categories":5092},[98],{"categories":5094},[55],{"categories":5096},[98],{"categories":5098},[55],{"categories":5100},[55],{"categories":5102},[186],{"categories":5104},[98],{"categories":5106},[55],{"categories":5108},[215],{"categories":5110},[55],{"categories":5112},[137],{"categories":5114},[55],{"categories":5116},[55],{"categories":5118},[134],{"categories":5120},[55],{"categories":5122},[55],{"categories":5124},[55],{"categories":5126},[55],{"categories":5128},[98],{"categories":5130},[256],{"categories":5132},[55],{"categories":5134},[112],{"categories":5136},[98],{"categories":5138},[137],{"categories":5140},[],{"categories":5142},[98],{"categories":5144},[112],{"categories":5146},[55],{"categories":5148},[55],{"categories":5150},[2305],{"categories":5152},[186],{"categories":5154},[285],{"categories":5156},[55],{"categories":5158},[55],{"categories":5160},[55],{"categories":5162},[55],{"categories":5164},[88],{"categories":5166},[55],{"categories":5168},[55],{"categories":5170},[112],{"categories":5172},[93],{"categories":5174},[55],{"categories":5176},[112],{"categories":5178},[55],{"categories":5180},[],{"categories":5182},[98],{"categories":5184},[98],{"categories":5186},[55],{"categories":5188},[55],{"categories":5190},[55],{"categories":5192},[137],{"categories":5194},[],{"categories":5196},[134],{"categories":5198},[],{"categories":5200},[134],{"categories":5202},[55],{"categories":5204},[55],{"categories":5206},[98],{"categories":5208},[55],{"categories":5210},[98],{"categories":5212},[98],{"categories":5214},[],{"categories":5216},[55],{"categories":5218},[134],{"categories":5220},[55],{"categories":5222},[],{"categories":5224},[55],{"categories":5226},[55],{"categories":5228},[],{"categories":5230},[55],{"categories":5232},[55],{"categories":5234},[186],{"categories":5236},[112],{"categories":5238},[98],{"categories":5240},[55],{"categories":5242},[55],{"categories":5244},[55],{"categories":5246},[55],{"categories":5248},[215],{"categories":5250},[55],{"categories":5252},[55],{"categories":5254},[55],{"categories":5256},[88],{"categories":5258},[55],{"categories":5260},[55],{"categories":5262},[],{"categories":5264},[55],{"categories":5266},[55],{"categories":5268},[55],{"categories":5270},[],{"categories":5272},[88],{"categories":5274},[55],{"categories":5276},[55],{"categories":5278},[134],{"categories":5280},[112],{"categories":5282},[101],{"categories":5284},[98],{"categories":5286},[429],{"categories":5288},[55],{"categories":5290},[55],{"categories":5292},[55],{"categories":5294},[112],{"categories":5296},[134],{"categories":5298},[186],{"categories":5300},[55],{"categories":5302},[55],{"categories":5304},[55],{"categories":5306},[55],{"categories":5308},[134],{"categories":5310},[55],{"categories":5312},[186],{"categories":5314},[55],{"categories":5316},[55],{"categories":5318},[134],{"categories":5320},[186],{"categories":5322},[55],{"categories":5324},[134],{"categories":5326},[55],{"categories":5328},[98],{"categories":5330},[98],{"categories":5332},[98],{"categories":5334},[112],{"categories":5336},[134],{"categories":5338},[98],{"categories":5340},[98],{"categories":5342},[55],{"categories":5344},[112],{"categories":5346},[186],{"categories":5348},[55],{"categories":5350},[55],{"categories":5352},[98],{"categories":5354},[55],{"categories":5356},[],{"categories":5358},[98],{"categories":5360},[],{"categories":5362},[55],{"categories":5364},[55],{"categories":5366},[],{"categories":5368},[],{"categories":5370},[98],{"categories":5372},[93],{"categories":5374},[98],{"categories":5376},[5377],"Liability & Ethics",{"categories":5379},[55],{"categories":5381},[55],{"categories":5383},[55],{"categories":5385},[98],{"categories":5387},[88],{"categories":5389},[98],{"categories":5391},[93],{"categories":5393},[215],{"categories":5395},[98],{"categories":5397},[55],{"categories":5399},[55],{"categories":5401},[],{"categories":5403},[534],{"categories":5405},[98],{"categories":5407},[],{"categories":5409},[55],{"categories":5411},[88],{"categories":5413},[98],{"categories":5415},[],{"categories":5417},[98],{"categories":5419},[55],{"categories":5421},[55],{"categories":5423},[112],{"categories":5425},[55],{"categories":5427},[134],{"categories":5429},[55],{"categories":5431},[55],{"categories":5433},[101],{"categories":5435},[98],{"categories":5437},[55],{"categories":5439},[55],{"categories":5441},[55],{"categories":5443},[134],{"categories":5445},[98],{"categories":5447},[112],{"categories":5449},[186],{"categories":5451},[88],{"categories":5453},[55],{"categories":5455},[55],{"categories":5457},[55],{"categories":5459},[],{"categories":5461},[98],{"categories":5463},[98],{"categories":5465},[98],{"categories":5467},[429],{"categories":5469},[186],{"categories":5471},[98],{"categories":5473},[256],{"categories":5475},[112],{"categories":5477},[134],{"categories":5479},[55],{"categories":5481},[186],{"categories":5483},[55],{"categories":5485},[88],{"categories":5487},[],{"categories":5489},[98],{"categories":5491},[55],{"categories":5493},[55],{"categories":5495},[55],{"categories":5497},[55],{"categories":5499},[98],{"categories":5501},[55],{"categories":5503},[55],{"categories":5505},[186],{"categories":5507},[],{"categories":5509},[98],{"categories":5511},[101],{"categories":5513},[134],{"categories":5515},[98],{"categories":5517},[93],{"categories":5519},[],{"categories":5521},[55],{"categories":5523},[55],{"categories":5525},[101],{"categories":5527},[55],{"categories":5529},[98],{"categories":5531},[134],{"categories":5533},[88],{"categories":5535},[256],{"categories":5537},[55],{"categories":5539},[55],{"categories":5541},[55],{"categories":5543},[134],{"categories":5545},[93],{"categories":5547},[55],{"categories":5549},[186],{"categories":5551},[134],{"categories":5553},[256],{"categories":5555},[55],{"categories":5557},[98],{"categories":5559},[],{"categories":5561},[488],{"categories":5563},[],{"categories":5565},[55],{"categories":5567},[256],{"categories":5569},[55],{"categories":5571},[137],{"categories":5573},[55],{"categories":5575},[98],{"categories":5577},[98],{"categories":5579},[5580],"Design News & Tools",{"categories":5582},[55],{"categories":5584},[55],{"categories":5586},[134],{"categories":5588},[55],{"categories":5590},[55],{"categories":5592},[88],{"categories":5594},[98],{"categories":5596},[55],{"categories":5598},[186],{"categories":5600},[98],{"categories":5602},[98],{"categories":5604},[186],{"categories":5606},[55],{"categories":5608},[55],{"categories":5610},[429],{"categories":5612},[98],{"categories":5614},[55],{"categories":5616},[55],{"categories":5618},[429],{"categories":5620},[55],{"categories":5622},[215],{"categories":5624},[55],{"categories":5626},[98],{"categories":5628},[],{"categories":5630},[55],{"categories":5632},[55],{"categories":5634},[55],{"categories":5636},[134],{"categories":5638},[55],{"categories":5640},[88],{"categories":5642},[],{"categories":5644},[55],{"categories":5646},[55],{"categories":5648},[55],{"categories":5650},[112],{"categories":5652},[559],{"categories":5654},[112],{"categories":5656},[186],{"categories":5658},[55],{"categories":5660},[55,98],{"categories":5662},[215,93],{"categories":5664},[112],{"categories":5666},[55],{"categories":5668},[55],{"categories":5670},[55],{"categories":5672},[55],{"categories":5674},[],{"categories":5676},[98],{"categories":5678},[55],{"categories":5680},[],{"categories":5682},[55],{"categories":5684},[112],{"categories":5686},[55],{"categories":5688},[112],{"categories":5690},[],{"categories":5692},[98],{"categories":5694},[55],{"categories":5696},[93],{"categories":5698},[55],{"categories":5700},[134],{"categories":5702},[55],{"categories":5704},[],{"categories":5706},[98],{"categories":5708},[55],{"categories":5710},[],{"categories":5712},[186],{"categories":5714},[55],{"categories":5716},[55],{"categories":5718},[98],{"categories":5720},[55],{"categories":5722},[55],{"categories":5724},[88],{"categories":5726},[98],{"categories":5728},[55],{"categories":5730},[],{"categories":5732},[55],{"categories":5734},[256],{"categories":5736},[215],{"categories":5738},[93],{"categories":5740},[93],{"categories":5742},[55],{"categories":5744},[88],{"categories":5746},[88],{"categories":5748},[55],{"categories":5750},[98],{"categories":5752},[55],{"categories":5754},[55],{"categories":5756},[55],{"categories":5758},[55],{"categories":5760},[112],{"categories":5762},[55],{"categories":5764},[88],{"categories":5766},[55],{"categories":5768},[55],{"categories":5770},[98],{"categories":5772},[55],{"categories":5774},[215],{"categories":5776},[55],{"categories":5778},[134],{"categories":5780},[55],{"categories":5782},[55],{"categories":5784},[98],{"categories":5786},[101],{"categories":5788},[55],{"categories":5790},[55],{"categories":5792},[98],{"categories":5794},[],{"categories":5796},[112],{"categories":5798},[],{"categories":5800},[112],{"categories":5802},[98],{"categories":5804},[88],{"categories":5806},[55],{"categories":5808},[],{"categories":5810},[137],{"categories":5812},[256],{"categories":5814},[55],{"categories":5816},[112],{"categories":5818},[55],{"categories":5820},[],{"categories":5822},[134],{"categories":5824},[98],{"categories":5826},[112],{"categories":5828},[186],{"categories":5830},[93],{"categories":5832},[55],{"categories":5834},[55],{"categories":5836},[98],{"categories":5838},[112],{"categories":5840},[98],{"categories":5842},[134],{"categories":5844},[55],{"categories":5846},[101],{"categories":5848},[88],{"categories":5850},[101],{"categories":5852},[134],{"categories":5854},[55],{"categories":5856},[112],{"categories":5858},[55],{"categories":5860},[186],{"categories":5862},[93],{"categories":5864},[55],{"categories":5866},[55],{"categories":5868},[55],{"categories":5870},[55],{"categories":5872},[55],{"categories":5874},[55],{"categories":5876},[98],{"categories":5878},[55],{"categories":5880},[98],{"categories":5882},[55],{"categories":5884},[55],{"categories":5886},[88],{"categories":5888},[55],{"categories":5890},[98],{"categories":5892},[98],{"categories":5894},[186],{"categories":5896},[98],{"categories":5898},[98],{"categories":5900},[55],{"categories":5902},[88],{"categories":5904},[98],{"categories":5906},[186],{"categories":5908},[],{"categories":5910},[55],{"categories":5912},[137],{"categories":5914},[429],{"categories":5916},[55],{"categories":5918},[98],{"categories":5920},[55],{"categories":5922},[55],{"categories":5924},[112],{"categories":5926},[55],{"categories":5928},[],{"categories":5930},[55],{"categories":5932},[98],{"categories":5934},[55],{"categories":5936},[215],{"categories":5938},[55],{"categories":5940},[112],{"categories":5942},[55],{"categories":5944},[134],{"categories":5946},[98],{"categories":5948},[55],{"categories":5950},[215],{"categories":5952},[98],{"categories":5954},[93],{"categories":5956},[93],{"categories":5958},[55],{"categories":5960},[55],{"categories":5962},[55],{"categories":5964},[55],{"categories":5966},[55],{"categories":5968},[55],{"categories":5970},[88],{"categories":5972},[],{"categories":5974},[55],{"categories":5976},[55],{"categories":5978},[98],{"categories":5980},[98],{"categories":5982},[55],{"categories":5984},[55],{"categories":5986},[55],{"categories":5988},[55],{"categories":5990},[55],{"categories":5992},[112],{"categories":5994},[],{"categories":5996},[88],{"categories":5998},[55],{"categories":6000},[55],{"categories":6002},[98],{"categories":6004},[98],{"categories":6006},[],{"categories":6008},[112],{"categories":6010},[112],{"categories":6012},[55],{"categories":6014},[215],{"categories":6016},[93],{"categories":6018},[186],{"categories":6020},[],{"categories":6022},[55],{"categories":6024},[98],{"categories":6026},[88],{"categories":6028},[55],{"categories":6030},[55],{"categories":6032},[112],{"categories":6034},[88],{"categories":6036},[55],{"categories":6038},[55],{"categories":6040},[134],{"categories":6042},[137],{"categories":6044},[55],{"categories":6046},[134],{"categories":6048},[98],{"categories":6050},[55],{"categories":6052},[],{"categories":6054},[134],{"categories":6056},[98],{"categories":6058},[186],{"categories":6060},[137],{"categories":6062},[55],{"categories":6064},[55],{"categories":6066},[],{"categories":6068},[98],{"categories":6070},[98],{"categories":6072},[98],{"categories":6074},[3108],{"categories":6076},[134],{"categories":6078},[55],{"categories":6080},[112],{"categories":6082},[55],{"categories":6084},[55],{"categories":6086},[55],{"categories":6088},[55],{"categories":6090},[55],{"categories":6092},[93],{"categories":6094},[55],{"categories":6096},[88],{"categories":6098},[1771],{"categories":6100},[256],{"categories":6102},[88],{"categories":6104},[],{"categories":6106},[55],{"categories":6108},[],{"categories":6110},[134],{"categories":6112},[98],{"categories":6114},[186],{"categories":6116},[55],{"categories":6118},[55],{"categories":6120},[55],{"categories":6122},[134],{"categories":6124},[],{"categories":6126},[98],{"categories":6128},[55],{"categories":6130},[98],{"categories":6132},[98],{"categories":6134},[],{"categories":6136},[55],{"categories":6138},[],{"categories":6140},[134],{"categories":6142},[88],{"categories":6144},[186],{"categories":6146},[55],{"categories":6148},[98],{"categories":6150},[134],{"categories":6152},[55],{"categories":6154},[134],{"categories":6156},[],{"categories":6158},[134],{"categories":6160},[55],{"categories":6162},[88],{"categories":6164},[429],{"categories":6166},[98],{"categories":6168},[55],{"categories":6170},[],{"categories":6172},[112],{"categories":6174},[98],{"categories":6176},[101],{"categories":6178},[98],{"categories":6180},[88],{"categories":6182},[55],{"categories":6184},[55],{"categories":6186},[],{"categories":6188},[],{"categories":6190},[],{"categories":6192},[186],{"categories":6194},[55],{"categories":6196},[98],{"categories":6198},[55],{"categories":6200},[55],{"categories":6202},[],{"categories":6204},[],{"categories":6206},[],{"categories":6208},[55],{"categories":6210},[98],{"categories":6212},[186],{"categories":6214},[55],{"categories":6216},[],{"categories":6218},[98],{"categories":6220},[55],{"categories":6222},[55],{"categories":6224},[88],{"categories":6226},[],{"categories":6228},[],{"categories":6230},[55],{"categories":6232},[55],{"categories":6234},[98],{"categories":6236},[186],{"categories":6238},[55],{"categories":6240},[134],{"categories":6242},[],{"categories":6244},[55],{"categories":6246},[55],{"categories":6248},[215],{"categories":6250},[134],{"categories":6252},[215],{"categories":6254},[137],{"categories":6256},[55],{"categories":6258},[55],{"categories":6260},[],{"categories":6262},[],{"categories":6264},[98],{"categories":6266},[],{"categories":6268},[55],{"categories":6270},[429],{"categories":6272},[55],{"categories":6274},[55],{"categories":6276},[55],{"categories":6278},[55],{"categories":6280},[],{"categories":6282},[98],{"categories":6284},[55],{"categories":6286},[55],{"categories":6288},[],{"categories":6290},[98],{"categories":6292},[55],{"categories":6294},[134],{"categories":6296},[55],{"categories":6298},[215],{"categories":6300},[93],{"categories":6302},[101],{"categories":6304},[55],{"categories":6306},[55],{"categories":6308},[98],{"categories":6310},[137],{"categories":6312},[98],{"categories":6314},[98],{"categories":6316},[],{"categories":6318},[55],{"categories":6320},[98],{"categories":6322},[],{"categories":6324},[55],{"categories":6326},[],{"categories":6328},[134],{"categories":6330},[93],{"categories":6332},[],{"categories":6334},[55],{"categories":6336},[55],{"categories":6338},[55],{"categories":6340},[],{"categories":6342},[98],{"categories":6344},[186],{"categories":6346},[88],{"categories":6348},[55],{"categories":6350},[],{"categories":6352},[93],{"categories":6354},[215],{"categories":6356},[55],{"categories":6358},[112],{"categories":6360},[88],{"categories":6362},[137],{"categories":6364},[93],{"categories":6366},[112],{"categories":6368},[98],{"categories":6370},[112],{"categories":6372},[],{"categories":6374},[55],{"categories":6376},[101],{"categories":6378},[55],{"categories":6380},[],{"categories":6382},[98],{"categories":6384},[88],{"categories":6386},[186],{"categories":6388},[55],{"categories":6390},[88],{"categories":6392},[98],{"categories":6394},[256],{"categories":6396},[55],{"categories":6398},[55],{"categories":6400},[55],{"categories":6402},[55],{"categories":6404},[55],{"categories":6406},[88],{"categories":6408},[55],{"categories":6410},[112],{"categories":6412},[137],{"categories":6414},[98],{"categories":6416},[],{"categories":6418},[55],{"categories":6420},[55],{"categories":6422},[55],{"categories":6424},[112],{"categories":6426},[98],{"categories":6428},[134],{"categories":6430},[112],{"categories":6432},[55],{"categories":6434},[101],{"categories":6436},[],{"categories":6438},[186],{"categories":6440},[112],{"categories":6442},[134],{"categories":6444},[55],{"categories":6446},[88],{"categories":6448},[98],{"categories":6450},[55],{"categories":6452},[55],{"categories":6454},[98],{"categories":6456},[101],{"categories":6458},[55],{"categories":6460},[98],{"categories":6462},[55],{"categories":6464},[93],{"categories":6466},[98],{"categories":6468},[98,256],{"categories":6470},[55],{"categories":6472},[55],{"categories":6474},[98],{"categories":6476},[112],{"categories":6478},[55],{"categories":6480},[55],{"categories":6482},[137],{"categories":6484},[98],{"categories":6486},[215],{"categories":6488},[98],{"categories":6490},[93],{"categories":6492},[],{"categories":6494},[98],{"categories":6496},[55],{"categories":6498},[93],{"categories":6500},[],{"categories":6502},[],{"categories":6504},[112],{"categories":6506},[55],{"categories":6508},[55],{"categories":6510},[98],{"categories":6512},[137],{"categories":6514},[215],{"categories":6516},[55],{"categories":6518},[55],{"categories":6520},[55],{"categories":6522},[98],{"categories":6524},[],{"categories":6526},[98],{"categories":6528},[134],{"categories":6530},[55],{"categories":6532},[98],{"categories":6534},[98],{"categories":6536},[55],{"categories":6538},[],{"categories":6540},[134],{"categories":6542},[112],{"categories":6544},[3108],{"categories":6546},[88],{"categories":6548},[112],{"categories":6550},[55],{"categories":6552},[98],{"categories":6554},[55],{"categories":6556},[55],{"categories":6558},[215],{"categories":6560},[112],{"categories":6562},[137],{"categories":6564},[],{"categories":6566},[134],{"categories":6568},[55],{"categories":6570},[55],{"categories":6572},[],{"categories":6574},[98],{"categories":6576},[55],{"categories":6578},[55],{"categories":6580},[55],{"categories":6582},[55],{"categories":6584},[98],{"categories":6586},[55],{"categories":6588},[55],{"categories":6590},[55],{"categories":6592},[101],{"categories":6594},[55],{"categories":6596},[98],{"categories":6598},[55],{"categories":6600},[55],{"categories":6602},[55],{"categories":6604},[55],{"categories":6606},[55],{"categories":6608},[55],{"categories":6610},[55],{"categories":6612},[93],{"categories":6614},[],{"categories":6616},[101],{"categories":6618},[134],{"categories":6620},[98],{"categories":6622},[55],{"categories":6624},[112],{"categories":6626},[],{"categories":6628},[112],{"categories":6630},[112],{"categories":6632},[98],{"categories":6634},[112],{"categories":6636},[55],{"categories":6638},[55],{"categories":6640},[55],{"categories":6642},[98],{"categories":6644},[112],{"categories":6646},[55],{"categories":6648},[55],{"categories":6650},[55],{"categories":6652},[98],{"categories":6654},[134],{"categories":6656},[55],{"categories":6658},[55],{"categories":6660},[55],{"categories":6662},[93],{"categories":6664},[55],{"categories":6666},[98],{"categories":6668},[186],{"categories":6670},[],{"categories":6672},[55],{"categories":6674},[137],{"categories":6676},[98],{"categories":6678},[55],{"categories":6680},[55],{"categories":6682},[],{"categories":6684},[55],{"categories":6686},[55],{"categories":6688},[134],{"categories":6690},[55],{"categories":6692},[55],{"categories":6694},[98],{"categories":6696},[215],{"categories":6698},[],{"categories":6700},[],{"categories":6702},[112],{"categories":6704},[55],{"categories":6706},[55],{"categories":6708},[134],{"categories":6710},[55],{"categories":6712},[112],{"categories":6714},[134],{"categories":6716},[55],{"categories":6718},[55],{"categories":6720},[215],{"categories":6722},[137],{"categories":6724},[55],{"categories":6726},[55],{"categories":6728},[88],{"categories":6730},[98],{"categories":6732},[55],{"categories":6734},[55],{"categories":6736},[98],{"categories":6738},[93],{"categories":6740},[98],{"categories":6742},[112],{"categories":6744},[55],{"categories":6746},[93],{"categories":6748},[],{"categories":6750},[55],{"categories":6752},[137],{"categories":6754},[55],{"categories":6756},[55],{"categories":6758},[],{"categories":6760},[134],{"categories":6762},[55],{"categories":6764},[98],{"categories":6766},[137],{"categories":6768},[55],{"categories":6770},[112],{"categories":6772},[112],{"categories":6774},[112],{"categories":6776},[55],{"categories":6778},[98],{"categories":6780},[98],{"categories":6782},[55],{"categories":6784},[98],{"categories":6786},[55],{"categories":6788},[55],{"categories":6790},[186],{"categories":6792},[137],{"categories":6794},[137],{"categories":6796},[],{"categories":6798},[134],{"categories":6800},[55],{"categories":6802},[55],{"categories":6804},[112],{"categories":6806},[],{"categories":6808},[134],{"categories":6810},[134],{"categories":6812},[134],{"categories":6814},[],{"categories":6816},[98],{"categories":6818},[55],{"categories":6820},[],{"categories":6822},[88],{"categories":6824},[93],{"categories":6826},[],{"categories":6828},[55],{"categories":6830},[55],{"categories":6832},[],{"categories":6834},[112],{"categories":6836},[],{"categories":6838},[],{"categories":6840},[],{"categories":6842},[],{"categories":6844},[55],{"categories":6846},[134],{"categories":6848},[],{"categories":6850},[],{"categories":6852},[55],{"categories":6854},[55],{"categories":6856},[55],{"categories":6858},[137],{"categories":6860},[55],{"categories":6862},[137],{"categories":6864},[],{"categories":6866},[137],{"categories":6868},[137],{"categories":6870},[256],{"categories":6872},[98],{"categories":6874},[112],{"categories":6876},[],{"categories":6878},[],{"categories":6880},[137],{"categories":6882},[112],{"categories":6884},[112],{"categories":6886},[112],{"categories":6888},[],{"categories":6890},[88],{"categories":6892},[112],{"categories":6894},[112],{"categories":6896},[88],{"categories":6898},[112],{"categories":6900},[93],{"categories":6902},[112],{"categories":6904},[112],{"categories":6906},[112],{"categories":6908},[137],{"categories":6910},[134],{"categories":6912},[134],{"categories":6914},[55],{"categories":6916},[112],{"categories":6918},[137],{"categories":6920},[256],{"categories":6922},[137],{"categories":6924},[137],{"categories":6926},[137],{"categories":6928},[],{"categories":6930},[93],{"categories":6932},[],{"categories":6934},[256],{"categories":6936},[112],{"categories":6938},[112],{"categories":6940},[112],{"categories":6942},[98],{"categories":6944},[134,93],{"categories":6946},[137],{"categories":6948},[],{"categories":6950},[],{"categories":6952},[137],{"categories":6954},[],{"categories":6956},[137],{"categories":6958},[134],{"categories":6960},[98],{"categories":6962},[],{"categories":6964},[112],{"categories":6966},[55],{"categories":6968},[186],{"categories":6970},[],{"categories":6972},[55],{"categories":6974},[],{"categories":6976},[134],{"categories":6978},[88],{"categories":6980},[137],{"categories":6982},[],{"categories":6984},[112],{"categories":6986},[134],[6988,7040,7096,7563],{"id":6989,"title":6990,"ai":6991,"body":6996,"categories":7024,"created_at":56,"date_modified":56,"description":47,"extension":57,"faq":56,"featured":58,"kicker_label":56,"meta":7025,"navigation":66,"path":7029,"published_at":7030,"question":56,"scraped_at":7030,"seo":7031,"sitemap":7032,"source_id":7033,"source_name":72,"source_type":73,"source_url":7034,"stem":7035,"tags":7036,"thumbnail_url":56,"tldr":7037,"tweet":56,"unknown_tags":7038,"__hash__":7039},"summaries\u002Fsummaries\u002F326607290d218cfb-sea-s-codex-rollout-87-adoption-evolves-devs-to-or-summary.md","Sea’s Codex Rollout: 87% Adoption Evolves Devs to Orchestrators",{"provider":7,"model":8,"input_tokens":6992,"output_tokens":6993,"processing_time_ms":6994,"cost_usd":6995},7092,1268,21047,0.00202975,{"type":14,"value":6997,"toc":7019},[6998,7002,7005,7009,7012,7016],[17,6999,7001],{"id":7000},"codex-handles-microservices-complexity-for-faster-innovation","Codex Handles Microservices Complexity for Faster Innovation",[22,7003,7004],{},"At Sea, operating in fragmented Southeast Asian markets demands managing massive microservices architectures where friction arises from tracing dependencies and legacy logic, not syntax. Codex provides deep contextual awareness across large, disparate codebases, acting as a knowledge engine that cuts navigation time for unfamiliar services. This frees engineers to prioritize architectural design and product innovation. Internal data shows 87% weekly active users, with 73% of high raters (4-5\u002F5) recommending it to peers. Rollout treats Codex as a structural multiplier for speed and responsiveness amid hyper-localized complexity.",[17,7006,7008],{"id":7007},"agentic-workflows-drive-thinking-better-and-engineering-discipline","Agentic Workflows Drive 'Thinking Better' and Engineering Discipline",[22,7010,7011],{},"Developers use Codex daily for code understanding, debugging, and feature development, accelerating experimentation in CI\u002FCD pipelines. Agents reason through requirements, propose test-driven implementations, surface edge cases in distributed systems, and speed debugging loops. Beyond velocity, it enforces discipline by prototyping alternatives, generating exhaustive test coverage, and systematically reducing technical debt—resulting in more resilient systems. Sea transitions from passive autocomplete to integrated agentic flows, enabling 'think better, not just type faster' workflows that bridge ideas to implementation.",[17,7013,7015],{"id":7014},"ai-agents-reshape-teams-and-position-sea-as-ai-native-proving-ground","AI Agents Reshape Teams and Position SEA as AI-Native Proving Ground",[22,7017,7018],{},"SEA's multilingual, fragmented commerce\u002Flogistics networks make it ideal for leapfrogging to AI-native development, mirroring past mobile-first shifts. Agents will handle execution, evolving developers into 'system orchestrators' focused on product judgment, design, and AI workflow orchestration. Cycles become iterative as experimentation costs drop. Leaders must redesign cultures for human-AI collaboration now, not bolt-on later. Sea partners with OpenAI on Codex Hackathons (Singapore, Indonesia, Taiwan, Vietnam) to democratize AI primitives, upskill builders, and build regional talent ecosystems for scalable AI apps.",{"title":47,"searchDepth":48,"depth":48,"links":7020},[7021,7022,7023],{"id":7000,"depth":48,"text":7001},{"id":7007,"depth":48,"text":7008},{"id":7014,"depth":48,"text":7015},[55],{"content_references":7026,"triage":7027},[],{"relevance":62,"novelty":63,"quality":63,"actionability":63,"composite":64,"reasoning":7028},"Category: AI & LLMs. The article discusses the practical implementation of Codex in a real-world development environment, addressing the audience's pain points about integrating AI into their workflows. It provides insights into how Codex enhances developer productivity and architectural design, making it actionable for those looking to adopt similar AI tools.","\u002Fsummaries\u002F326607290d218cfb-sea-s-codex-rollout-87-adoption-evolves-devs-to-or-summary","2026-05-15 04:01:16",{"title":6990,"description":47},{"loc":7029},"326607290d218cfb","https:\u002F\u002Fopenai.com\u002Findex\u002Fsea-david-chen","summaries\u002F326607290d218cfb-sea-s-codex-rollout-87-adoption-evolves-devs-to-or-summary",[77,78,79],"Sea deploys Codex across its dev org with 87% weekly active users, shifting focus from code navigation to architecture via agentic AI that prototypes, tests, and debugs resilient systems in complex microservices.",[79],"CPhOjCCS_FIGU6-OK0LnUsixbDRhP9yroEuuqJ2h6H0",{"id":7041,"title":7042,"ai":7043,"body":7048,"categories":7079,"created_at":56,"date_modified":56,"description":7080,"extension":57,"faq":56,"featured":58,"kicker_label":56,"meta":7081,"navigation":66,"path":7082,"published_at":7083,"question":56,"scraped_at":7084,"seo":7085,"sitemap":7086,"source_id":7087,"source_name":7088,"source_type":7089,"source_url":7090,"stem":7091,"tags":7092,"thumbnail_url":56,"tldr":7093,"tweet":56,"unknown_tags":7094,"__hash__":7095},"summaries\u002Fsummaries\u002Fe559a3e72083a6ab-control-vs-code-agents-permissions-tools-context-summary.md","Control VS Code Agents: Permissions, Tools, Context",{"provider":7,"model":8,"input_tokens":7044,"output_tokens":7045,"processing_time_ms":7046,"cost_usd":7047},4771,1255,17926,0.00111445,{"type":14,"value":7049,"toc":7074},[7050,7054,7057,7060,7064,7067,7071],[17,7051,7053],{"id":7052},"tune-agent-autonomy-with-granular-approval-levels","Tune Agent Autonomy with Granular Approval Levels",[22,7055,7056],{},"VS Code Copilot agents default to 'default approvals,' prompting user confirmation for terminal commands via a dropdown. Choose from: allow exact command (session, workspace, or always); allow all commands starting with a prefix (e.g., 'uv'); or allow all commands in the session. For broader control, switch lab settings to 'bypass approvals' (auto-approves tool calls and retries but asks for clarifications) or 'autopilot' (preview: auto-approves everything and self-resolves clarifications to complete tasks). This setup prevents unintended actions while enabling hands-off execution for trusted workflows—stick to defaults initially for safety.",[22,7058,7059],{},"View agent terminals by clicking 'hidden terminals' in the terminal panel, revealing outputs from approved commands like package installations.",[17,7061,7063],{"id":7062},"harness-tool-calls-for-agent-first-development","Harness Tool Calls for Agent-First Development",[22,7065,7066],{},"Agents autonomously select and chain built-in tools—review them in the chat history under tool calls (e.g., 'reviewed files,' 'edited,' 'created'). Common tools include read, write, run command, search, and web search. Prefix chat messages with # (e.g., #read) to invoke tools manually, but agentic programming shines when you describe tasks in natural language, letting the agent decide tool usage. This shifts development from manual scripting to high-level orchestration, accelerating tasks like writing tests or code updates.",[17,7068,7070],{"id":7069},"prevent-context-overflow-in-long-sessions","Prevent Context Overflow in Long Sessions",[22,7072,7073],{},"Agents operate within a 200,000-token context window (roughly one English word per token), visible as a percentage bar that turns red when nearing capacity. Breakdown shows: system instructions (built-in guidelines), tool definitions (minimize by enabling only needed tools), user context (messages, responses, tool outputs like file reads or terminal results), and compact conversation (summarized chat history). Manually compact via the button or \u002Fcompact slash command to retain key details without bloating memory. VS Code auto-compacts intelligently in the background. As sessions grow with more code\u002Ffeatures, monitor to avoid early messages being forgotten, ensuring consistent task completion.",{"title":47,"searchDepth":48,"depth":48,"links":7075},[7076,7077,7078],{"id":7052,"depth":48,"text":7053},{"id":7062,"depth":48,"text":7063},{"id":7069,"depth":48,"text":7070},[55],"In this video we'll look at Permissions, Tool Calls and the Context Window.\n\n🔎 Chapters:\n00:00 In this video\n00:28 Permissions and Levels of Approval\n03:16 Tool Calls\n03:55 Context Window\n06:19 Summary\n06:37 What's next - Reviewing and controlling agent changes\n\n🎙️ Featuring: Gwyneth Peña-Siguenza (https:\u002F\u002Fx.com\u002Fmadebygps)\n\n📲 Follow VS Code:\nX: https:\u002F\u002Fx.com\u002Fcode\nBluesky: https:\u002F\u002Fbsky.app\u002Fprofile\u002Fvscode.dev\nYouTube:    \u002F code  \nLinkedIn:   \u002F 104107263  \nGitHub: https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fvscode\n\n#vscode #agents",{},"\u002Fsummaries\u002Fe559a3e72083a6ab-control-vs-code-agents-permissions-tools-context-summary","2026-04-06 16:15:03","2026-04-06 16:40:13",{"title":7042,"description":7080},{"loc":7082},"e559a3e72083a6ab","Visual Studio Code","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=WcN74XvZGes","summaries\u002Fe559a3e72083a6ab-control-vs-code-agents-permissions-tools-context-summary",[77,78,79],"Set default, bypass, or autopilot approvals to tune VS Code Copilot agent autonomy; monitor tool calls like read\u002Fwrite\u002Frun; track 200k-token context window and compact it to avoid forgetting.",[79],"8jzhWspIbESjAfH22ySR8aT0Gtozv82h-GSV5aABQII",{"id":7097,"title":7098,"ai":7099,"body":7104,"categories":7534,"created_at":56,"date_modified":56,"description":47,"extension":57,"faq":56,"featured":58,"kicker_label":56,"meta":7535,"navigation":66,"path":7551,"published_at":56,"question":56,"scraped_at":7552,"seo":7553,"sitemap":7554,"source_id":7555,"source_name":7556,"source_type":73,"source_url":7557,"stem":7558,"tags":7559,"thumbnail_url":56,"tldr":7560,"tweet":56,"unknown_tags":7561,"__hash__":7562},"summaries\u002Fsummaries\u002Fe1aefeeab36a8432-add-mcp-servers-to-vs-code-for-ai-agent-tools-summary.md","Add MCP Servers to VS Code for AI Agent Tools",{"provider":7,"model":8,"input_tokens":7100,"output_tokens":7101,"processing_time_ms":7102,"cost_usd":7103},6569,1646,7615,0.00211415,{"type":14,"value":7105,"toc":7529},[7106,7110,7131,7141,7266,7289,7293,7303,7437,7451,7455,7476,7479,7510,7525],[17,7107,7109],{"id":7108},"install-mcp-servers-via-extensions-for-instant-ai-tool-access","Install MCP Servers via Extensions for Instant AI Tool Access",[22,7111,7112,7113,7117,7118,7121,7122,7125,7126,7130],{},"Search ",[7114,7115,7116],"code",{},"@mcp"," or ",[7114,7119,7120],{},"@mcp playwright"," in the Extensions view (⇧⌘X) to find and install servers like Playwright MCP from the gallery. User installs go to your profile; right-click for workspace installs, updating ",[7114,7123,7124],{},".vscode\u002Fmcp.json",". Confirm trust in the dialog to start—VS Code auto-discovers tools for chat. Prompt example: \"Go to code.visualstudio.com, decline cookie banner, screenshot homepage\" invokes browser tools, with optional confirmation per call. Toggle tools via ",[7127,7128,7129],"strong",{},"Configure Tools"," button.",[22,7132,7133,7134,7137,7138,7140],{},"Manually edit ",[7114,7135,7136],{},"mcp.json"," (user or ",[7114,7139,7124],{},") for custom setups:",[7142,7143,7147],"pre",{"className":7144,"code":7145,"language":7146,"meta":47,"style":47},"language-json shiki shiki-themes github-light github-dark","{\n  \"servers\": {\n    \"github\": {\n      \"type\": \"http\",\n      \"url\": \"https:\u002F\u002Fapi.githubcopilot.com\u002Fmcp\"\n    },\n    \"playwright\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@microsoft\u002Fmcp-server-playwright\"]\n    }\n  }\n}\n","json",[7114,7148,7149,7158,7167,7175,7190,7200,7206,7214,7227,7248,7254,7260],{"__ignoreMap":47},[7150,7151,7154],"span",{"class":7152,"line":7153},"line",1,[7150,7155,7157],{"class":7156},"sVt8B","{\n",[7150,7159,7160,7164],{"class":7152,"line":48},[7150,7161,7163],{"class":7162},"sj4cs","  \"servers\"",[7150,7165,7166],{"class":7156},": {\n",[7150,7168,7170,7173],{"class":7152,"line":7169},3,[7150,7171,7172],{"class":7162},"    \"github\"",[7150,7174,7166],{"class":7156},[7150,7176,7177,7180,7183,7187],{"class":7152,"line":63},[7150,7178,7179],{"class":7162},"      \"type\"",[7150,7181,7182],{"class":7156},": ",[7150,7184,7186],{"class":7185},"sZZnC","\"http\"",[7150,7188,7189],{"class":7156},",\n",[7150,7191,7192,7195,7197],{"class":7152,"line":62},[7150,7193,7194],{"class":7162},"      \"url\"",[7150,7196,7182],{"class":7156},[7150,7198,7199],{"class":7185},"\"https:\u002F\u002Fapi.githubcopilot.com\u002Fmcp\"\n",[7150,7201,7203],{"class":7152,"line":7202},6,[7150,7204,7205],{"class":7156},"    },\n",[7150,7207,7209,7212],{"class":7152,"line":7208},7,[7150,7210,7211],{"class":7162},"    \"playwright\"",[7150,7213,7166],{"class":7156},[7150,7215,7217,7220,7222,7225],{"class":7152,"line":7216},8,[7150,7218,7219],{"class":7162},"      \"command\"",[7150,7221,7182],{"class":7156},[7150,7223,7224],{"class":7185},"\"npx\"",[7150,7226,7189],{"class":7156},[7150,7228,7230,7233,7236,7239,7242,7245],{"class":7152,"line":7229},9,[7150,7231,7232],{"class":7162},"      \"args\"",[7150,7234,7235],{"class":7156},": [",[7150,7237,7238],{"class":7185},"\"-y\"",[7150,7240,7241],{"class":7156},", ",[7150,7243,7244],{"class":7185},"\"@microsoft\u002Fmcp-server-playwright\"",[7150,7246,7247],{"class":7156},"]\n",[7150,7249,7251],{"class":7152,"line":7250},10,[7150,7252,7253],{"class":7156},"    }\n",[7150,7255,7257],{"class":7152,"line":7256},11,[7150,7258,7259],{"class":7156},"  }\n",[7150,7261,7263],{"class":7152,"line":7262},12,[7150,7264,7265],{"class":7156},"}\n",[22,7267,7268,7269,7272,7273,7276,7277,7280,7281,7284,7285,7288],{},"Use ",[7127,7270,7271],{},"MCP: Add Server"," command for guided addition. Avoid hardcoding API keys—use input variables. For remotes\u002FDev Containers, configure in ",[7114,7274,7275],{},"devcontainer.json"," under ",[7114,7278,7279],{},"customizations.vscode.mcp",". CLI add: ",[7114,7282,7283],{},"code --add-mcp '{\"name\":\"my-server\",\"command\":\"uvx\",\"args\":[\"mcp-server-fetch\"]}'",". Enable ",[7114,7286,7287],{},"chat.mcp.discovery.enabled"," to reuse from apps like Claude Desktop.",[17,7290,7292],{"id":7291},"secure-servers-with-sandboxing-and-centralized-management","Secure Servers with Sandboxing and Centralized Management",[22,7294,7295,7296,7299,7300,7302],{},"On macOS\u002FLinux, set ",[7114,7297,7298],{},"\"sandboxEnabled\": true"," in ",[7114,7301,7136],{}," for stdio servers, restricting filesystem\u002Fnetwork:",[7142,7304,7306],{"className":7144,"code":7305,"language":7146,"meta":47,"style":47},"{\n  \"servers\": {\n    \"myServer\": {\n      \"type\": \"stdio\",\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@example\u002Fmcp-server\"],\n      \"sandboxEnabled\": true,\n      \"sandbox\": {\n        \"filesystem\": { \"allowWrite\": [\"${workspaceFolder}\"] },\n        \"network\": { \"allowedDomains\": [\"api.example.com\"] }\n      }\n    }\n  }\n}\n",[7114,7307,7308,7312,7318,7325,7336,7346,7362,7374,7381,7400,7418,7423,7427,7432],{"__ignoreMap":47},[7150,7309,7310],{"class":7152,"line":7153},[7150,7311,7157],{"class":7156},[7150,7313,7314,7316],{"class":7152,"line":48},[7150,7315,7163],{"class":7162},[7150,7317,7166],{"class":7156},[7150,7319,7320,7323],{"class":7152,"line":7169},[7150,7321,7322],{"class":7162},"    \"myServer\"",[7150,7324,7166],{"class":7156},[7150,7326,7327,7329,7331,7334],{"class":7152,"line":63},[7150,7328,7179],{"class":7162},[7150,7330,7182],{"class":7156},[7150,7332,7333],{"class":7185},"\"stdio\"",[7150,7335,7189],{"class":7156},[7150,7337,7338,7340,7342,7344],{"class":7152,"line":62},[7150,7339,7219],{"class":7162},[7150,7341,7182],{"class":7156},[7150,7343,7224],{"class":7185},[7150,7345,7189],{"class":7156},[7150,7347,7348,7350,7352,7354,7356,7359],{"class":7152,"line":7202},[7150,7349,7232],{"class":7162},[7150,7351,7235],{"class":7156},[7150,7353,7238],{"class":7185},[7150,7355,7241],{"class":7156},[7150,7357,7358],{"class":7185},"\"@example\u002Fmcp-server\"",[7150,7360,7361],{"class":7156},"],\n",[7150,7363,7364,7367,7369,7372],{"class":7152,"line":7208},[7150,7365,7366],{"class":7162},"      \"sandboxEnabled\"",[7150,7368,7182],{"class":7156},[7150,7370,7371],{"class":7162},"true",[7150,7373,7189],{"class":7156},[7150,7375,7376,7379],{"class":7152,"line":7216},[7150,7377,7378],{"class":7162},"      \"sandbox\"",[7150,7380,7166],{"class":7156},[7150,7382,7383,7386,7389,7392,7394,7397],{"class":7152,"line":7229},[7150,7384,7385],{"class":7162},"        \"filesystem\"",[7150,7387,7388],{"class":7156},": { ",[7150,7390,7391],{"class":7162},"\"allowWrite\"",[7150,7393,7235],{"class":7156},[7150,7395,7396],{"class":7185},"\"${workspaceFolder}\"",[7150,7398,7399],{"class":7156},"] },\n",[7150,7401,7402,7405,7407,7410,7412,7415],{"class":7152,"line":7250},[7150,7403,7404],{"class":7162},"        \"network\"",[7150,7406,7388],{"class":7156},[7150,7408,7409],{"class":7162},"\"allowedDomains\"",[7150,7411,7235],{"class":7156},[7150,7413,7414],{"class":7185},"\"api.example.com\"",[7150,7416,7417],{"class":7156},"] }\n",[7150,7419,7420],{"class":7152,"line":7256},[7150,7421,7422],{"class":7156},"      }\n",[7150,7424,7425],{"class":7152,"line":7262},[7150,7426,7253],{"class":7156},[7150,7428,7430],{"class":7152,"line":7429},13,[7150,7431,7259],{"class":7156},[7150,7433,7435],{"class":7152,"line":7434},14,[7150,7436,7265],{"class":7156},[22,7438,7439,7440,7443,7444,7299,7447,7450],{},"Auto-approves tool calls in sandbox. Organizations control via GitHub policies. Trust resets with ",[7127,7441,7442],{},"MCP: Reset Trust",". Sync configs across devices via Settings Sync by enabling ",[7127,7445,7446],{},"MCP Servers",[7127,7448,7449],{},"Settings Sync: Configure",".",[17,7452,7454],{"id":7453},"manage-debug-and-extend-with-resources-prompts-apps","Manage, Debug, and Extend with Resources, Prompts, Apps",[22,7456,7457,7458,7460,7461,7464,7465,7468,7469,7471,7472,7475],{},"Manage via Extensions view (right-click\u002Fgear), ",[7114,7459,7136],{}," lenses (",[7127,7462,7463],{},"MCP: Open User\u002FWorkspace Config","), or ",[7127,7466,7467],{},"MCP: List Servers"," commands: start\u002Fstop, logs, uninstall, cache clear. Enable\u002Fdisable per server\u002Fworkspace without altering ",[7114,7470,7136],{},". Auto-restart on config changes with ",[7114,7473,7474],{},"chat.mcp.autoStart"," (Experimental).",[22,7477,7478],{},"Beyond tools, access:",[7480,7481,7482,7495,7504],"ul",{},[7483,7484,7485,7488,7489,7117,7492,7450],"li",{},[7127,7486,7487],{},"Resources",": Add read-only context (files\u002FDBs\u002FAPIs) via ",[7127,7490,7491],{},"Add Context > MCP Resources",[7127,7493,7494],{},"MCP: Browse Resources",[7483,7496,7497,7182,7500,7503],{},[7127,7498,7499],{},"Prompts",[7114,7501,7502],{},"\u002F\u003Cserver>.\u003Cprompt>"," for templates.",[7483,7505,7506,7509],{},[7127,7507,7508],{},"Apps",": Inline UIs (forms\u002Fvisuals) auto-render if supported.",[22,7511,7512,7513,7516,7517,7520,7521,7524],{},"Debug: Click Chat error > ",[7127,7514,7515],{},"Show Output",", or ",[7127,7518,7519],{},"MCP: List Servers > Show Output",". Check detached containers avoid ",[7114,7522,7523],{},"-d"," flag.",[7526,7527,7528],"style",{},"html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":47,"searchDepth":48,"depth":48,"links":7530},[7531,7532,7533],{"id":7108,"depth":48,"text":7109},{"id":7291,"depth":48,"text":7292},{"id":7453,"depth":48,"text":7454},[55],{"content_references":7536,"triage":7549},[7537,7542,7546],{"type":7538,"title":7539,"url":7540,"context":7541},"other","Model Context Protocol (MCP)","https:\u002F\u002Fmodelcontextprotocol.io\u002F","mentioned",{"type":7543,"title":7544,"url":7545,"context":7541},"tool","Playwright MCP","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fplaywright-mcp",{"type":7538,"title":7547,"url":7548,"context":7541},"MCP Apps blog post","https:\u002F\u002Fcode.visualstudio.com\u002Fblogs\u002F2026\u002F01\u002F26\u002Fmcp-apps-support",{"relevance":62,"novelty":7169,"quality":63,"actionability":62,"composite":64,"reasoning":7550},"Category: AI & LLMs. The article provides a detailed guide on integrating MCP servers into VS Code, addressing practical applications for AI agents, which is highly relevant for developers looking to enhance their productivity with AI tools. It includes specific commands and configurations that users can implement directly, making it immediately actionable.","\u002Fsummaries\u002Fe1aefeeab36a8432-add-mcp-servers-to-vs-code-for-ai-agent-tools-summary","2026-04-16 03:04:16",{"title":7098,"description":47},{"loc":7551},"e1aefeeab36a8432","__oneoff__","https:\u002F\u002Fcode.visualstudio.com\u002Fdocs\u002Fcopilot\u002Fchat\u002Fmcp-servers","summaries\u002Fe1aefeeab36a8432-add-mcp-servers-to-vs-code-for-ai-agent-tools-summary",[78,77,79],"Install MCP servers via VS Code extensions or mcp.json to give AI agents access to tools like browsers, databases, and APIs, with built-in trust prompts and sandboxing for security.",[79],"OOLNj8sjVtZMclC5ghBWhSlz6JPacDgKJ4ebUCRp6ek",{"id":7564,"title":7565,"ai":7566,"body":7571,"categories":7608,"created_at":56,"date_modified":56,"description":47,"extension":57,"faq":56,"featured":58,"kicker_label":56,"meta":7609,"navigation":66,"path":7629,"published_at":7630,"question":56,"scraped_at":7631,"seo":7632,"sitemap":7633,"source_id":7634,"source_name":7635,"source_type":7089,"source_url":7636,"stem":7637,"tags":7638,"thumbnail_url":7639,"tldr":7640,"tweet":7641,"unknown_tags":7642,"__hash__":7643},"summaries\u002Fsummaries\u002Fd58ce9a1ba653745-gemini-adk-simplifies-multi-agent-builds-on-google-summary.md","Gemini ADK Simplifies Multi-Agent Builds on Google Cloud",{"provider":7,"model":8,"input_tokens":7567,"output_tokens":7568,"processing_time_ms":7569,"cost_usd":7570},7284,1563,17124,0.00221565,{"type":14,"value":7572,"toc":7603},[7573,7577,7580,7583,7587,7590,7593,7597,7600],[17,7574,7576],{"id":7575},"accelerate-agent-development-with-adk-and-integrations","Accelerate Agent Development with ADK and Integrations",[22,7578,7579],{},"Start building multi-agent orchestration systems using Gemini Enterprise's Agent Development Kit (ADK), which requires just 5 lines of code in Python, JavaScript, or other languages to get running. Deploy directly to Google Cloud via tight Agent Engine integration for enterprise-grade workflows. Token optimization comes from the Skills Repository, injecting knowledge precisely when needed without wasting context, paired with out-of-the-box MCP servers for Google Cloud. Observability tools simplify debugging agent behavior, addressing common pain points in production AI.",[22,7581,7582],{},"Governance features build trust in large organizations through security and infrastructure support, enabling developers to ship faster while collaborating with no-code business users on high-code apps.",[17,7584,7586],{"id":7585},"optimize-for-production-and-scale-securely","Optimize for Production and Scale Securely",[22,7588,7589],{},"Multi-agent systems gain reliability from built-in governance, security, and observability, reducing debug friction. Skills deliver targeted knowledge to cut token costs exactly where capacity matters. All keynote demos' code is open-sourced for immediate experimentation, bridging prototypes to production on Gemini Enterprise Agent platform.",[22,7591,7592],{},"Trade-off: While ADK unlocks the ecosystem, fast AI evolution demands upskilling—pair it with production scaling paths to avoid hype pitfalls Ricky notes from past cycles.",[17,7594,7596],{"id":7595},"upskill-via-gear-and-inclusive-communities","Upskill via GEAR and Inclusive Communities",[22,7598,7599],{},"Join Gemini Enterprise Agent Ready (GEAR) for two new learning paths integrated with Google Skills, covering ADK basics to Google Cloud scaling, plus $35 monthly credits. Builder Hub fosters organic learning through Google Developer Groups (GDGs), hackathons like the Gemini app live agent challenge (grand prize winners from non-experts), and DevFests.",[22,7601,7602],{},"Communities lower barriers: 8,000+ developers onsite at Next '26 (32,000 total attendees), regional events adapt (e.g., NYC workshops vs. SF hackathons), welcoming coders from day one to 30-year veterans. Democratization via natural language (echoing Grace Hopper) expands builders to non-technical users, as Sarah built a household app mid-nap for her baby. Get involved via online\u002Foffline GDGs, tweet requests for local events, or hackathons—Google responds within 12 months.",{"title":47,"searchDepth":48,"depth":48,"links":7604},[7605,7606,7607],{"id":7575,"depth":48,"text":7576},{"id":7585,"depth":48,"text":7586},{"id":7595,"depth":48,"text":7596},[],{"content_references":7610,"triage":7627},[7611,7613,7615,7617,7619,7622,7625],{"type":7543,"title":7612,"context":7541},"Gemini Enterprise",{"type":7543,"title":7614,"context":7541},"Agent Development Kit (ADK)",{"type":7543,"title":7616,"context":7541},"Model Context Protocol (MCP) servers",{"type":7543,"title":7618,"context":7541},"Skills Repository",{"type":7543,"title":7620,"context":7621},"Gemini Enterprise Agent Ready (GEAR)","recommended",{"type":7623,"title":7624,"context":7541},"event","Google Cloud Next '26",{"type":7623,"title":7626,"context":7541},"Gemini app live agent challenge",{"relevance":62,"novelty":63,"quality":63,"actionability":63,"composite":64,"reasoning":7628},"Category: AI & LLMs. The article provides a detailed overview of the Agent Development Kit (ADK) for building multi-agent systems, addressing specific pain points like token optimization and debugging in production AI. It offers practical steps for developers to implement the ADK, making it actionable for those looking to integrate AI into their products.","\u002Fsummaries\u002Fd58ce9a1ba653745-gemini-adk-simplifies-multi-agent-builds-on-google-summary","2026-05-13 23:30:14","2026-05-14 00:45:12",{"title":7565,"description":47},{"loc":7629},"d58ce9a1ba653745","Google Cloud Tech","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=o9es-h7SMPQ","summaries\u002Fd58ce9a1ba653745-gemini-adk-simplifies-multi-agent-builds-on-google-summary",[77,78,79],"https:\u002F\u002Fi.ytimg.com\u002Fvi\u002Fo9es-h7SMPQ\u002Fhqdefault.jpg","Use Agent Development Kit (ADK) to build agents in 5 lines of Python or JavaScript code, optimize tokens via Skills Repository, and scale with GEAR's free learning paths plus $35 monthly credits.","Casual post-keynote interview with Google Cloud leaders hyping multi-agent tools like Agent Development Kit (ADK), Skills Repository, and GEAR learning program, with tips to start prototyping in five lines of code and join developer communities.",[79],"KXDNP0lIwMH2YwDj8LRvhOmr5NWJ_bQKnNgSlFEbXQc"]