[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-503295df653dc4a7-the-reality-of-vibe-coding-and-developer-identity-summary":3,"summaries-facets-categories":111,"summary-related-503295df653dc4a7-the-reality-of-vibe-coding-and-developer-identity-summary":6529},{"id":4,"title":5,"ai":6,"body":13,"categories":69,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":74,"navigation":89,"path":90,"published_at":91,"question":71,"scraped_at":92,"seo":93,"sitemap":94,"source_id":95,"source_name":96,"source_type":97,"source_url":98,"stem":99,"tags":100,"thumbnail_url":106,"tldr":107,"tweet":108,"unknown_tags":109,"__hash__":110},"summaries\u002Fsummaries\u002F503295df653dc4a7-the-reality-of-vibe-coding-and-developer-identity-summary.md","The Reality of Vibe Coding and Developer Identity",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",10020,613,3957,0.0034245,{"type":14,"value":15,"toc":62},"minimark",[16,21,25,29,32,36,39],[17,18,20],"h2",{"id":19},"the-shift-to-vibe-coding","The Shift to 'Vibe Coding'",[22,23,24],"p",{},"'Vibe coding' refers to building software using AI agents without necessarily understanding the underlying implementation details or syntax. While often viewed with skepticism by traditional engineers, it is becoming a practical reality for rapid prototyping. The core trade-off is speed versus depth: developers can now build functional applications in minutes, but they lose the 'constant test' of writing and debugging raw code. This shift is fundamentally changing the identity of the software engineer, moving the role away from manual syntax construction toward high-level orchestration and code review.",[17,26,28],{"id":27},"the-junior-engineer-dilemma","The Junior Engineer Dilemma",[22,30,31],{},"The rise of agentic coding creates a potential 'quality crisis' and a training gap. Historically, junior engineers were hired to be trained through the process of writing and fixing code. If AI agents handle the bulk of initial development, the path to becoming a senior engineer—which relies on the experience gained from early, manual mistakes—becomes unclear. Companies are currently weighing the efficiency of hiring senior-level AI-augmented developers against the long-term necessity of training new talent.",[17,33,35],{"id":34},"building-an-authentic-technical-audience","Building an Authentic Technical Audience",[22,37,38],{},"For technical founders and engineers looking to build an audience, the primary barrier is accessibility. Technical topics are inherently niche, and content often fails because it assumes the audience shares the creator's specific vocabulary and framework knowledge. To reach a broader audience:",[40,41,42,50,56],"ul",{},[43,44,45,49],"li",{},[46,47,48],"strong",{},"Uplevel the language:"," Use universal terms (e.g., 'developer' or 'programmer') rather than niche corporate titles (e.g., 'Senior Developer Relations Engineer').",[43,51,52,55],{},[46,53,54],{},"Be concrete:"," Focus on the actual tools and tasks present in your daily workflow rather than abstract concepts.",[43,57,58,61],{},[46,59,60],{},"Define the scope:"," Decide whether you want to reach a broad, general audience (which requires simplification) or a highly specific technical cohort (which allows for deep, jargon-heavy content).",{"title":63,"searchDepth":64,"depth":64,"links":65},"",2,[66,67,68],{"id":19,"depth":64,"text":20},{"id":27,"depth":64,"text":28},{"id":34,"depth":64,"text":35},[70],"AI & LLMs",null,"md",false,{"content_references":75,"triage":84},[76,81],{"type":77,"title":78,"url":79,"context":80},"tool","Google Antigravity","https:\u002F\u002Fgoo.gle\u002F4biai9b","recommended",{"type":77,"title":82,"context":83},"YouTube Labs","mentioned",{"relevance":85,"novelty":85,"quality":86,"actionability":85,"composite":87,"reasoning":88},3,4,3.25,"Category: Software Engineering. The article discusses 'vibe coding' and its implications for developer identity, which relates to the evolving landscape of software engineering. It presents some new perspectives on how AI tools are changing the role of developers, but lacks specific actionable steps for implementation.",true,"\u002Fsummaries\u002F503295df653dc4a7-the-reality-of-vibe-coding-and-developer-identity-summary","2026-07-27 16:11:33","2026-07-28 03:09:42",{"title":5,"description":63},{"loc":90},"503295df653dc4a7","Google Cloud Tech","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=xW-yPOlOCH4","summaries\u002F503295df653dc4a7-the-reality-of-vibe-coding-and-developer-identity-summary",[101,102,103,104,105],"ai-tools","agents","coding","content-marketing","career","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FxW-yPOlOCH4\u002Fhqdefault.jpg","Vibe coding—using AI to build without deep knowledge of underlying syntax—is shifting developer identity from 'code author' to 'code reviewer' and 'agent orchestrator,' raising questions about the future of junior roles and technical skill retention.","This is a conversational interview between a Google Cloud host and creator [Alberta Tech](https:\u002F\u002Fgoo.gle\u002FAlbertaTech-on-YouTube) that explores the shift in developer identity caused by AI. The video includes a live, unscripted demo of [Antigravity](https:\u002F\u002Fgoo.gle\u002F4biai9b) scraping and ranking Hacker News, followed by a discussion on the future of junior engineering roles and the \"vibe coding\" phenomenon. You can find a [codelab](https:\u002F\u002Fgoo.gle\u002F4hyDMU3) to get started with the tool yourself.",[105],"cJqf9eHObvNvvAhvKim8wGPXj3Q6yZkCKqULPBZaCxc",[112,114,117,119,122,124,127,130,132,134,136,139,141,143,145,147,150,152,154,156,158,161,164,166,168,170,172,174,176,178,180,182,184,186,188,190,192,194,196,198,200,202,204,207,209,211,213,215,217,219,221,223,225,227,229,231,233,236,238,240,242,244,246,248,250,252,254,256,258,260,262,264,266,268,270,273,275,277,279,281,283,285,287,289,291,293,295,297,299,302,304,306,308,310,312,314,316,318,320,322,324,326,328,330,332,334,336,338,340,342,344,346,348,350,352,354,356,358,360,362,365,367,369,371,373,375,377,379,381,383,385,388,390,392,394,396,398,400,402,404,406,408,410,412,414,416,418,421,423,425,427,429,431,433,435,437,439,441,444,446,448,450,452,454,456,458,460,462,464,466,468,470,472,474,476,478,480,482,484,486,488,490,492,494,496,499,501,503,506,508,510,512,514,516,518,520,522,524,526,528,530,532,535,537,539,541,543,545,547,549,551,553,555,557,560,562,564,566,568,570,572,574,576,578,580,582,584,586,588,590,592,594,596,598,600,602,604,606,608,610,612,614,616,618,620,622,624,626,628,630,632,634,636,638,640,642,644,646,648,650,652,654,656,658,660,662,664,666,668,670,672,674,676,678,680,682,684,686,688,690,692,694,696,698,700,702,704,706,708,710,712,714,716,718,720,722,724,726,728,730,732,734,736,738,740,742,744,746,748,750,752,754,756,758,760,762,764,766,768,770,772,774,776,778,780,782,784,786,788,790,792,794,796,798,800,802,804,806,808,810,812,814,816,818,820,822,824,826,828,830,832,835,837,839,841,843,846,848,850,852,854,856,858,860,862,864,866,868,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1170,1172,1174,1176,1178,1180,1182,1184,1186,1188,1190,1192,1194,1196,1198,1200,1202,1204,1206,1208,1210,1212,1214,1216,1218,1220,1222,1224,1226,1228,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1288,1290,1292,1294,1296,1298,1300,1302,1304,1306,1308,1310,1312,1314,1316,1318,1320,1322,1324,1326,1328,1330,1332,1334,1336,1338,1340,1342,1344,1346,1348,1350,1352,1354,1356,1358,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1494,1496,1498,1500,1502,1504,1506,1508,1510,1512,1514,1516,1518,1520,1522,1524,1526,1528,1530,1532,1534,1536,1538,1540,1542,1544,1546,1548,1550,1552,1554,1556,1558,1560,1562,1564,1566,1568,1570,1572,1574,1576,1578,1580,1582,1584,1586,1588,1590,1592,1594,1596,1598,1600,1602,1604,1606,1608,1610,1612,1614,1616,1618,1620,1622,1624,1626,1628,1630,1632,1634,1636,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1700,1702,1704,1706,1708,1710,1712,1714,1716,1718,1720,1722,1724,1726,1728,1730,1732,1734,1736,1738,1740,1742,1744,1746,1748,1750,1752,1754,1756,1758,1760,1762,1764,1766,1768,1770,1772,1774,1776,1778,1780,1782,1784,1786,1788,1790,1792,1794,1796,1798,1800,1802,1804,1806,1808,1810,1812,1814,1816,1818,1820,1822,1824,1826,1828,1830,1832,1834,1836,1838,1840,1842,1844,1846,1848,1850,1852,1854,1856,1858,1860,1862,1864,1866,1868,1870,1872,1874,1876,1878,1880,1882,1884,1886,1888,1890,1892,1894,1896,1898,1900,1902,1904,1906,1908,1910,1912,1914,1916,1918,1920,1922,1924,1926,1928,1930,1932,1934,1936,1938,1940,1942,1944,1946,1948,1950,1952,1954,1956,1958,1960,1962,1964,1966,1968,1970,1972,1974,1976,1978,1980,1982,1984,1986,1988,1990,1992,1994,1996,1998,2000,2002,2004,2006,2008,2010,2012,2014,2016,2018,2020,2022,2024,2026,2028,2030,2032,2034,2036,2038,2040,2042,2044,2046,2048,2050,2052,2054,2056,2058,2060,2062,2064,2066,2068,2070,2072,2074,2076,2078,2080,2082,2084,2086,2088,2090,2092,2094,2096,2098,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2184,2186,2188,2190,2192,2194,2196,2198,2200,2202,2204,2206,2208,2210,2212,2214,2216,2218,2220,2222,2224,2226,2228,2230,2232,2234,2236,2238,2240,2242,2244,2246,2248,2250,2252,2254,2256,2258,2260,2262,2264,2266,2268,2270,2272,2274,2276,2278,2280,2282,2284,2286,2288,2290,2292,2294,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2338,2340,2342,2344,2346,2348,2350,2352,2354,2356,2358,2360,2362,2364,2366,2368,2370,2372,2374,2376,2378,2380,2382,2384,2386,2388,2390,2392,2394,2396,2398,2400,2402,2404,2406,2408,2410,2412,2414,2416,2418,2420,2422,2424,2426,2428,2430,2432,2434,2436,2438,2440,2442,2444,2446,2448,2450,2452,2454,2456,2458,2460,2462,2464,2466,2468,2470,2472,2474,2476,2478,2480,2482,2484,2486,2488,2490,2492,2494,2496,2498,2500,2502,2504,2506,2508,2510,2512,2514,2516,2518,2520,2522,2524,2526,2528,2530,2532,2534,2536,2538,2540,2542,2544,2546,2548,2550,2552,2554,2556,2558,2560,2562,2564,2566,2568,2570,2572,2574,2576,2578,2580,2582,2584,2586,2588,2590,2592,2594,2596,2598,2600,2602,2604,2606,2608,2610,2612,2614,2616,2618,2620,2622,2624,2626,2628,2630,2632,2634,2636,2638,2640,2642,2644,2646,2648,2650,2652,2654,2656,2658,2660,2662,2664,2666,2668,2670,2672,2674,2676,2678,2680,2682,2684,2686,2688,2690,2692,2694,2696,2698,2700,2702,2704,2706,2708,2710,2712,2714,2716,2718,2720,2722,2724,2726,2728,2730,2732,2734,2736,2738,2740,2742,2744,2746,2748,2750,2752,2754,2756,2758,2760,2762,2764,2766,2768,2770,2772,2774,2776,2778,2780,2782,2784,2786,2788,2790,2792,2794,2796,2798,2800,2802,2804,2806,2808,2810,2812,2814,2816,2818,2820,2822,2824,2826,2828,2830,2832,2834,2836,2838,2840,2842,2844,2846,2848,2850,2852,2854,2856,2858,2860,2862,2864,2866,2868,2870,2872,2874,2876,2878,2880,2882,2884,2886,2888,2890,2892,2894,2896,2898,2900,2902,2904,2906,2908,2910,2912,2914,2916,2918,2920,2922,2924,2926,2928,2930,2932,2934,2936,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3054,3056,3058,3060,3062,3064,3066,3068,3070,3072,3074,3076,3078,3080,3082,3084,3086,3088,3090,3092,3094,3096,3098,3100,3102,3104,3106,3108,3110,3112,3114,3116,3118,3120,3122,3124,3126,3128,3130,3132,3134,3136,3138,3140,3142,3144,3146,3148,3150,3152,3154,3156,3158,3160,3162,3164,3166,3168,3170,3172,3174,3176,3178,3180,3182,3184,3186,3188,3190,3192,3194,3196,3198,3200,3202,3204,3206,3208,3210,3212,3214,3216,3218,3220,3222,3224,3226,3228,3230,3232,3234,3236,3238,3240,3242,3244,3246,3248,3250,3252,3254,3256,3258,3260,3262,3264,3266,3268,3270,3272,3274,3276,3278,3280,3282,3284,3286,3288,3290,3292,3294,3296,3298,3300,3302,3304,3306,3308,3310,3312,3314,3316,3318,3320,3322,3324,3326,3328,3330,3332,3334,3336,3338,3340,3342,3344,3346,3348,3350,3352,3354,3356,3358,3360,3362,3364,3366,3368,3370,3372,3374,3376,3378,3380,3382,3384,3386,3388,3390,3392,3394,3396,3398,3400,3402,3404,3406,3408,3410,3412,3414,3416,3418,3420,3422,3424,3426,3428,3430,3432,3434,3436,3438,3440,3442,3444,3446,3448,3450,3452,3454,3456,3458,3460,3462,3464,3466,3468,3470,3472,3474,3476,3478,3480,3482,3484,3486,3488,3490,3492,3494,3496,3498,3500,3502,3504,3506,3508,3510,3512,3514,3516,3518,3520,3522,3524,3526,3528,3530,3532,3534,3536,3538,3540,3542,3544,3546,3548,3550,3552,3554,3556,3558,3560,3562,3564,3566,3568,3570,3572,3574,3576,3578,3580,3582,3584,3586,3588,3590,3592,3594,3596,3598,3600,3602,3604,3606,3608,3610,3612,3614,3616,3618,3620,3622,3624,3626,3628,3630,3632,3634,3636,3638,3640,3642,3644,3646,3648,3650,3652,3654,3656,3658,3660,3662,3664,3666,3668,3670,3672,3674,3676,3678,3680,3682,3684,3686,3688,3690,3692,3694,3696,3698,3700,3702,3704,3706,3708,3710,3712,3714,3716,3718,3720,3722,3724,3726,3728,3730,3732,3734,3736,3738,3740,3742,3744,3746,3748,3750,3752,3754,3756,3758,3760,3762,3764,3766,3768,3770,3772,3774,3776,3778,3780,3782,3784,3786,3788,3790,3792,3794,3796,3798,3800,3802,3804,3806,3808,3810,3812,3814,3816,3818,3820,3822,3824,3826,3828,3830,3832,3834,3836,3838,3840,3842,3844,3846,3848,3850,3852,3854,3856,3858,3860,3862,3864,3866,3868,3870,3872,3874,3876,3878,3880,3882,3884,3886,3888,3890,3892,3894,3896,3898,3900,3902,3904,3906,3908,3910,3912,3914,3916,3918,3920,3922,3924,3926,3928,3930,3932,3934,3936,3938,3940,3942,3944,3946,3948,3950,3952,3954,3956,3958,3960,3962,3964,3966,3968,3970,3972,3974,3976,3978,3980,3982,3984,3986,3988,3990,3992,3994,3996,3998,4000,4002,4004,4006,4008,4010,4012,4014,4016,4018,4020,4022,4024,4026,4028,4030,4032,4034,4036,4038,4040,4042,4044,4046,4048,4050,4052,4054,4056,4058,4060,4062,4064,4066,4068,4070,4072,4074,4076,4078,4080,4082,4084,4086,4088,4090,4092,4094,4096,4098,4100,4102,4104,4106,4108,4110,4112,4114,4116,4118,4120,4122,4124,4126,4128,4130,4132,4134,4136,4138,4140,4142,4144,4146,4148,4150,4152,4154,4156,4158,4160,4162,4164,4166,4168,4170,4172,4174,4176,4178,4180,4182,4184,4186,4188,4190,4192,4194,4196,4198,4200,4202,4204,4206,4208,4210,4212,4214,4216,4218,4220,4222,4224,4226,4228,4230,4232,4234,4236,4238,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4451,4453,4455,4457,4459,4461,4463,4465,4467,4469,4471,4473,4475,4477,4479,4481,4483,4485,4487,4489,4491,4493,4495,4497,4499,4501,4503,4505,4507,4509,4511,4513,4515,4517,4519,4521,4523,4525,4527,4529,4531,4533,4535,4537,4539,4541,4543,4545,4547,4549,4551,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4597,4599,4601,4603,4605,4607,4609,4611,4613,4615,4617,4619,4621,4623,4625,4627,4629,4631,4633,4635,4637,4639,4641,4643,4645,4647,4649,4651,4653,4655,4657,4659,4661,4663,4665,4667,4669,4671,4673,4675,4677,4679,4681,4683,4685,4687,4689,4691,4693,4695,4697,4699,4701,4703,4705,4707,4709,4711,4713,4715,4717,4719,4721,4723,4725,4727,4729,4731,4733,4735,4737,4739,4741,4743,4745,4747,4749,4751,4753,4755,4757,4759,4761,4763,4765,4767,4769,4771,4773,4775,4777,4779,4781,4783,4785,4787,4789,4791,4793,4795,4797,4799,4801,4803,4805,4807,4809,4811,4813,4815,4817,4819,4821,4823,4825,4827,4829,4831,4833,4835,4837,4839,4841,4843,4845,4847,4849,4851,4853,4855,4857,4859,4861,4863,4865,4867,4869,4871,4873,4875,4877,4879,4881,4883,4885,4887,4889,4891,4893,4895,4897,4899,4901,4903,4905,4907,4909,4911,4913,4915,4917,4919,4921,4923,4925,4927,4929,4931,4933,4935,4937,4939,4941,4943,4945,4947,4949,4951,4953,4955,4957,4959,4961,4963,4965,4967,4969,4971,4973,4975,4977,4979,4981,4983,4985,4987,4989,4991,4993,4995,4997,4999,5001,5003,5005,5007,5009,5011,5013,5015,5017,5019,5021,5023,5025,5027,5029,5031,5033,5035,5038,5040,5042,5044,5046,5048,5050,5052,5054,5056,5058,5060,5062,5064,5066,5068,5070,5072,5074,5076,5078,5080,5082,5084,5086,5088,5090,5092,5094,5096,5098,5100,5102,5104,5106,5108,5110,5112,5114,5116,5118,5120,5122,5124,5126,5128,5130,5132,5134,5136,5138,5140,5142,5144,5146,5148,5150,5152,5154,5156,5158,5160,5162,5164,5166,5168,5170,5172,5174,5176,5178,5180,5182,5184,5186,5188,5190,5192,5194,5196,5198,5200,5202,5204,5206,5208,5210,5212,5214,5216,5218,5220,5222,5224,5226,5229,5231,5233,5235,5237,5239,5241,5243,5245,5247,5249,5251,5253,5255,5257,5259,5261,5263,5265,5267,5269,5271,5273,5275,5277,5279,5281,5283,5285,5287,5289,5291,5293,5295,5297,5299,5301,5303,5305,5307,5309,5311,5313,5315,5317,5319,5321,5323,5325,5327,5329,5331,5333,5335,5337,5339,5341,5343,5345,5347,5349,5351,5353,5355,5357,5359,5361,5363,5365,5367,5369,5371,5373,5375,5377,5379,5381,5383,5385,5387,5389,5391,5393,5395,5397,5399,5401,5403,5405,5407,5409,5411,5413,5415,5417,5419,5421,5423,5425,5427,5429,5431,5433,5435,5437,5439,5441,5443,5445,5447,5449,5451,5453,5455,5457,5459,5461,5463,5465,5467,5469,5471,5473,5475,5477,5479,5481,5483,5485,5487,5489,5491,5493,5495,5497,5499,5501,5503,5505,5507,5509,5511,5513,5515,5517,5519,5521,5523,5525,5527,5529,5531,5533,5535,5537,5539,5541,5543,5545,5547,5549,5551,5553,5555,5557,5559,5561,5563,5565,5567,5569,5571,5573,5575,5577,5579,5581,5583,5585,5587,5589,5591,5593,5595,5597,5599,5601,5603,5605,5607,5609,5611,5613,5615,5617,5619,5621,5623,5625,5627,5629,5631,5633,5635,5637,5639,5641,5643,5645,5647,5649,5651,5653,5655,5657,5659,5661,5663,5665,5667,5669,5671,5673,5675,5677,5679,5681,5683,5685,5687,5689,5691,5693,5695,5697,5699,5701,5703,5705,5707,5709,5711,5713,5715,5717,5719,5721,5723,5725,5727,5729,5731,5733,5735,5737,5739,5741,5743,5745,5747,5749,5751,5753,5755,5757,5759,5761,5763,5765,5767,5769,5771,5773,5775,5777,5779,5781,5783,5785,5787,5789,5791,5793,5795,5797,5799,5801,5803,5805,5807,5809,5811,5813,5815,5817,5819,5821,5823,5825,5827,5829,5831,5833,5835,5837,5839,5841,5843,5845,5847,5849,5851,5853,5855,5857,5859,5861,5863,5865,5867,5869,5871,5873,5875,5877,5879,5881,5883,5885,5887,5889,5891,5893,5895,5897,5899,5901,5903,5905,5907,5909,5911,5913,5915,5917,5919,5921,5923,5925,5927,5929,5931,5933,5935,5937,5939,5941,5943,5945,5947,5949,5951,5953,5955,5957,5959,5961,5963,5965,5967,5969,5971,5973,5975,5977,5979,5981,5983,5985,5987,5989,5991,5993,5995,5997,5999,6001,6003,6005,6007,6009,6011,6013,6015,6017,6019,6021,6023,6025,6027,6029,6031,6033,6035,6037,6039,6041,6043,6045,6047,6049,6051,6053,6055,6057,6059,6061,6063,6065,6067,6069,6071,6073,6075,6077,6079,6081,6083,6085,6087,6089,6091,6093,6095,6097,6099,6101,6103,6105,6107,6109,6111,6113,6115,6117,6119,6121,6123,6125,6127,6129,6131,6133,6135,6137,6139,6141,6143,6145,6147,6149,6151,6153,6155,6157,6159,6161,6163,6165,6167,6169,6171,6173,6175,6177,6179,6181,6183,6185,6187,6189,6191,6193,6195,6197,6199,6201,6203,6205,6207,6209,6211,6213,6215,6217,6219,6221,6223,6225,6227,6229,6231,6233,6235,6237,6239,6241,6243,6245,6247,6249,6251,6253,6255,6257,6259,6261,6263,6265,6267,6269,6271,6273,6275,6277,6279,6281,6283,6285,6287,6289,6291,6293,6295,6297,6299,6301,6303,6305,6307,6309,6311,6313,6315,6317,6319,6321,6323,6325,6327,6329,6331,6333,6335,6337,6339,6341,6343,6345,6347,6349,6351,6353,6355,6357,6359,6361,6363,6365,6367,6369,6371,6373,6375,6377,6379,6381,6383,6385,6387,6389,6391,6393,6395,6397,6399,6401,6403,6405,6407,6409,6411,6413,6415,6417,6419,6421,6423,6425,6427,6429,6431,6433,6435,6437,6439,6441,6443,6445,6447,6449,6451,6453,6455,6457,6459,6461,6463,6465,6467,6469,6471,6473,6475,6477,6479,6481,6483,6485,6487,6489,6491,6493,6495,6497,6499,6501,6503,6505,6507,6509,6511,6513,6515,6517,6519,6521,6523,6525,6527],{"categories":113},[70],{"categories":115},[116],"Developer Productivity",{"categories":118},[70],{"categories":120},[121],"Business & SaaS",{"categories":123},[70],{"categories":125},[126],"AI Automation",{"categories":128},[129],"Product Strategy",{"categories":131},[70],{"categories":133},[116],{"categories":135},[126],{"categories":137},[138],"Software Engineering",{"categories":140},[70],{"categories":142},[121],{"categories":144},[],{"categories":146},[70],{"categories":148},[149],"Inference & Serving",{"categories":151},[70],{"categories":153},[70],{"categories":155},[126],{"categories":157},[],{"categories":159},[160],"AI News & Trends",{"categories":162},[163],"Data Science & Visualization",{"categories":165},[126],{"categories":167},[70],{"categories":169},[70],{"categories":171},[121],{"categories":173},[116],{"categories":175},[70],{"categories":177},[126],{"categories":179},[160],{"categories":181},[126],{"categories":183},[126],{"categories":185},[70],{"categories":187},[126],{"categories":189},[70],{"categories":191},[70],{"categories":193},[70],{"categories":195},[160],{"categories":197},[70],{"categories":199},[70],{"categories":201},[70],{"categories":203},[],{"categories":205},[206],"Design & Frontend",{"categories":208},[163],{"categories":210},[160],{"categories":212},[70],{"categories":214},[70],{"categories":216},[70],{"categories":218},[],{"categories":220},[70],{"categories":222},[70],{"categories":224},[126],{"categories":226},[138],{"categories":228},[70],{"categories":230},[126],{"categories":232},[70],{"categories":234},[235],"Marketing & Growth",{"categories":237},[206],{"categories":239},[70],{"categories":241},[126],{"categories":243},[70],{"categories":245},[138],{"categories":247},[],{"categories":249},[],{"categories":251},[206],{"categories":253},[70],{"categories":255},[126],{"categories":257},[116],{"categories":259},[138],{"categories":261},[126],{"categories":263},[206],{"categories":265},[129],{"categories":267},[70],{"categories":269},[138],{"categories":271},[272],"DevOps & Cloud",{"categories":274},[126],{"categories":276},[129],{"categories":278},[160],{"categories":280},[70],{"categories":282},[],{"categories":284},[70],{"categories":286},[70],{"categories":288},[],{"categories":290},[126],{"categories":292},[138],{"categories":294},[],{"categories":296},[138],{"categories":298},[70],{"categories":300},[301],"Governance & Standards",{"categories":303},[121],{"categories":305},[],{"categories":307},[],{"categories":309},[70],{"categories":311},[70],{"categories":313},[126],{"categories":315},[70],{"categories":317},[70],{"categories":319},[126],{"categories":321},[70],{"categories":323},[70],{"categories":325},[70],{"categories":327},[],{"categories":329},[138],{"categories":331},[],{"categories":333},[],{"categories":335},[70],{"categories":337},[138],{"categories":339},[],{"categories":341},[138],{"categories":343},[70],{"categories":345},[70],{"categories":347},[235],{"categories":349},[70],{"categories":351},[70],{"categories":353},[206],{"categories":355},[206],{"categories":357},[70],{"categories":359},[138],{"categories":361},[126],{"categories":363},[364],"GovTech & Public-Sector Adoption",{"categories":366},[138],{"categories":368},[70],{"categories":370},[70],{"categories":372},[70],{"categories":374},[126],{"categories":376},[126],{"categories":378},[163],{"categories":380},[70],{"categories":382},[160],{"categories":384},[126],{"categories":386},[387],"Legal AI Tools",{"categories":389},[70],{"categories":391},[126],{"categories":393},[70],{"categories":395},[235],{"categories":397},[126],{"categories":399},[129],{"categories":401},[70],{"categories":403},[138],{"categories":405},[364],{"categories":407},[],{"categories":409},[126],{"categories":411},[],{"categories":413},[121],{"categories":415},[126],{"categories":417},[126],{"categories":419},[420],"RAG & Retrieval",{"categories":422},[121],{"categories":424},[70],{"categories":426},[138],{"categories":428},[138],{"categories":430},[272],{"categories":432},[206],{"categories":434},[126],{"categories":436},[70],{"categories":438},[70],{"categories":440},[],{"categories":442},[443],"Agents & Orchestration",{"categories":445},[138],{"categories":447},[70],{"categories":449},[],{"categories":451},[126],{"categories":453},[121],{"categories":455},[],{"categories":457},[70],{"categories":459},[],{"categories":461},[70],{"categories":463},[116],{"categories":465},[138],{"categories":467},[121],{"categories":469},[70],{"categories":471},[126],{"categories":473},[70],{"categories":475},[160],{"categories":477},[70],{"categories":479},[],{"categories":481},[70],{"categories":483},[],{"categories":485},[138],{"categories":487},[70],{"categories":489},[163],{"categories":491},[],{"categories":493},[70],{"categories":495},[206],{"categories":497},[498],"Models & Frontier Labs",{"categories":500},[],{"categories":502},[206],{"categories":504},[505],"Regulation & Governance of AI",{"categories":507},[126],{"categories":509},[],{"categories":511},[70],{"categories":513},[70],{"categories":515},[126],{"categories":517},[160],{"categories":519},[121],{"categories":521},[70],{"categories":523},[],{"categories":525},[138],{"categories":527},[126],{"categories":529},[70],{"categories":531},[129],{"categories":533},[534],"AI Policy & Regulation",{"categories":536},[],{"categories":538},[70],{"categories":540},[126],{"categories":542},[129],{"categories":544},[126],{"categories":546},[70],{"categories":548},[70],{"categories":550},[70],{"categories":552},[126],{"categories":554},[],{"categories":556},[163],{"categories":558},[559],"Evals & Reliability",{"categories":561},[70],{"categories":563},[70],{"categories":565},[],{"categories":567},[116],{"categories":569},[364],{"categories":571},[534],{"categories":573},[70],{"categories":575},[121],{"categories":577},[70],{"categories":579},[126],{"categories":581},[70],{"categories":583},[126],{"categories":585},[443],{"categories":587},[70],{"categories":589},[138],{"categories":591},[70],{"categories":593},[],{"categories":595},[],{"categories":597},[70],{"categories":599},[364],{"categories":601},[70],{"categories":603},[70],{"categories":605},[70],{"categories":607},[],{"categories":609},[206],{"categories":611},[],{"categories":613},[70],{"categories":615},[],{"categories":617},[126],{"categories":619},[70],{"categories":621},[206],{"categories":623},[],{"categories":625},[70],{"categories":627},[70],{"categories":629},[163],{"categories":631},[126],{"categories":633},[70],{"categories":635},[121],{"categories":637},[126],{"categories":639},[70],{"categories":641},[70],{"categories":643},[138],{"categories":645},[206],{"categories":647},[70],{"categories":649},[126],{"categories":651},[],{"categories":653},[138],{"categories":655},[126],{"categories":657},[163],{"categories":659},[],{"categories":661},[70],{"categories":663},[160],{"categories":665},[70],{"categories":667},[],{"categories":669},[70],{"categories":671},[70],{"categories":673},[70],{"categories":675},[121,235],{"categories":677},[],{"categories":679},[70],{"categories":681},[70],{"categories":683},[126],{"categories":685},[70],{"categories":687},[],{"categories":689},[],{"categories":691},[70],{"categories":693},[206],{"categories":695},[70],{"categories":697},[],{"categories":699},[70],{"categories":701},[272],{"categories":703},[],{"categories":705},[126],{"categories":707},[160],{"categories":709},[70],{"categories":711},[70],{"categories":713},[206],{"categories":715},[],{"categories":717},[160],{"categories":719},[70],{"categories":721},[149],{"categories":723},[70],{"categories":725},[70],{"categories":727},[126],{"categories":729},[160],{"categories":731},[498],{"categories":733},[70],{"categories":735},[235],{"categories":737},[],{"categories":739},[126],{"categories":741},[121],{"categories":743},[138],{"categories":745},[70],{"categories":747},[126],{"categories":749},[],{"categories":751},[70,272],{"categories":753},[70],{"categories":755},[70],{"categories":757},[70],{"categories":759},[126],{"categories":761},[70,138],{"categories":763},[163],{"categories":765},[70],{"categories":767},[70],{"categories":769},[138],{"categories":771},[70],{"categories":773},[126],{"categories":775},[534],{"categories":777},[235],{"categories":779},[70],{"categories":781},[126],{"categories":783},[70],{"categories":785},[70],{"categories":787},[126],{"categories":789},[],{"categories":791},[126],{"categories":793},[70],{"categories":795},[70],{"categories":797},[126],{"categories":799},[70],{"categories":801},[70,121],{"categories":803},[70],{"categories":805},[121],{"categories":807},[],{"categories":809},[206],{"categories":811},[206],{"categories":813},[70],{"categories":815},[],{"categories":817},[],{"categories":819},[70],{"categories":821},[160],{"categories":823},[],{"categories":825},[116],{"categories":827},[70],{"categories":829},[138],{"categories":831},[70],{"categories":833},[834],"Generative UI & Design-to-Code",{"categories":836},[70],{"categories":838},[70],{"categories":840},[206],{"categories":842},[70],{"categories":844},[845],"Algorithmic Accountability",{"categories":847},[126],{"categories":849},[138],{"categories":851},[160],{"categories":853},[206],{"categories":855},[70],{"categories":857},[],{"categories":859},[129],{"categories":861},[70],{"categories":863},[70],{"categories":865},[70],{"categories":867},[126],{"categories":869},[870],"MLOps & Infrastructure",{"categories":872},[70],{"categories":874},[70],{"categories":876},[70],{"categories":878},[70],{"categories":880},[70],{"categories":882},[160],{"categories":884},[129],{"categories":886},[116],{"categories":888},[70],{"categories":890},[126],{"categories":892},[272],{"categories":894},[70],{"categories":896},[121],{"categories":898},[70],{"categories":900},[206],{"categories":902},[70],{"categories":904},[70],{"categories":906},[126],{"categories":908},[],{"categories":910},[],{"categories":912},[70],{"categories":914},[149],{"categories":916},[206],{"categories":918},[160],{"categories":920},[163],{"categories":922},[],{"categories":924},[70],{"categories":926},[70],{"categories":928},[121],{"categories":930},[126],{"categories":932},[70],{"categories":934},[70],{"categories":936},[70],{"categories":938},[70],{"categories":940},[160],{"categories":942},[149],{"categories":944},[70],{"categories":946},[206],{"categories":948},[70],{"categories":950},[],{"categories":952},[126],{"categories":954},[138],{"categories":956},[],{"categories":958},[70],{"categories":960},[70],{"categories":962},[126],{"categories":964},[138],{"categories":966},[70],{"categories":968},[163],{"categories":970},[],{"categories":972},[70],{"categories":974},[],{"categories":976},[70],{"categories":978},[],{"categories":980},[129],{"categories":982},[121],{"categories":984},[126],{"categories":986},[126],{"categories":988},[],{"categories":990},[116],{"categories":992},[70],{"categories":994},[70],{"categories":996},[121],{"categories":998},[160],{"categories":1000},[116],{"categories":1002},[],{"categories":1004},[70],{"categories":1006},[],{"categories":1008},[],{"categories":1010},[160],{"categories":1012},[160],{"categories":1014},[],{"categories":1016},[443],{"categories":1018},[70],{"categories":1020},[206],{"categories":1022},[138],{"categories":1024},[],{"categories":1026},[387],{"categories":1028},[126],{"categories":1030},[121],{"categories":1032},[],{"categories":1034},[],{"categories":1036},[116],{"categories":1038},[163],{"categories":1040},[],{"categories":1042},[235],{"categories":1044},[126],{"categories":1046},[121],{"categories":1048},[126],{"categories":1050},[121],{"categories":1052},[70],{"categories":1054},[138],{"categories":1056},[],{"categories":1058},[149],{"categories":1060},[129],{"categories":1062},[70],{"categories":1064},[206],{"categories":1066},[138],{"categories":1068},[121],{"categories":1070},[70],{"categories":1072},[126],{"categories":1074},[121],{"categories":1076},[70],{"categories":1078},[70],{"categories":1080},[70],{"categories":1082},[70],{"categories":1084},[70],{"categories":1086},[],{"categories":1088},[],{"categories":1090},[138],{"categories":1092},[163],{"categories":1094},[129],{"categories":1096},[70],{"categories":1098},[126],{"categories":1100},[138],{"categories":1102},[70],{"categories":1104},[],{"categories":1106},[160],{"categories":1108},[129],{"categories":1110},[138],{"categories":1112},[70],{"categories":1114},[559],{"categories":1116},[272],{"categories":1118},[],{"categories":1120},[126],{"categories":1122},[70],{"categories":1124},[],{"categories":1126},[116],{"categories":1128},[],{"categories":1130},[70],{"categories":1132},[70],{"categories":1134},[70],{"categories":1136},[206],{"categories":1138},[235],{"categories":1140},[70],{"categories":1142},[138],{"categories":1144},[70],{"categories":1146},[126],{"categories":1148},[],{"categories":1150},[138],{"categories":1152},[70],{"categories":1154},[116],{"categories":1156},[],{"categories":1158},[121],{"categories":1160},[70],{"categories":1162},[160],{"categories":1164},[70,272],{"categories":1166},[70],{"categories":1168},[1169],"Design Systems for AI",{"categories":1171},[70],{"categories":1173},[70],{"categories":1175},[160],{"categories":1177},[70],{"categories":1179},[70],{"categories":1181},[70],{"categories":1183},[121],{"categories":1185},[70],{"categories":1187},[70],{"categories":1189},[70],{"categories":1191},[],{"categories":1193},[70],{"categories":1195},[70],{"categories":1197},[121],{"categories":1199},[70],{"categories":1201},[],{"categories":1203},[126],{"categories":1205},[138],{"categories":1207},[160],{"categories":1209},[138],{"categories":1211},[70],{"categories":1213},[206],{"categories":1215},[160],{"categories":1217},[163],{"categories":1219},[70],{"categories":1221},[70],{"categories":1223},[126],{"categories":1225},[116],{"categories":1227},[534],{"categories":1229},[70],{"categories":1231},[126],{"categories":1233},[70],{"categories":1235},[138],{"categories":1237},[138],{"categories":1239},[],{"categories":1241},[],{"categories":1243},[126],{"categories":1245},[129],{"categories":1247},[],{"categories":1249},[121],{"categories":1251},[70],{"categories":1253},[],{"categories":1255},[206],{"categories":1257},[126],{"categories":1259},[138],{"categories":1261},[206],{"categories":1263},[70],{"categories":1265},[70],{"categories":1267},[206],{"categories":1269},[],{"categories":1271},[],{"categories":1273},[160],{"categories":1275},[126],{"categories":1277},[126],{"categories":1279},[70],{"categories":1281},[70],{"categories":1283},[70],{"categories":1285},[70],{"categories":1287},[121],{"categories":1289},[70],{"categories":1291},[70],{"categories":1293},[],{"categories":1295},[138],{"categories":1297},[138],{"categories":1299},[70],{"categories":1301},[138],{"categories":1303},[121],{"categories":1305},[],{"categories":1307},[70],{"categories":1309},[70],{"categories":1311},[70],{"categories":1313},[70],{"categories":1315},[70],{"categories":1317},[126],{"categories":1319},[116],{"categories":1321},[121],{"categories":1323},[70],{"categories":1325},[126],{"categories":1327},[160],{"categories":1329},[126],{"categories":1331},[149],{"categories":1333},[235],{"categories":1335},[70],{"categories":1337},[126],{"categories":1339},[70],{"categories":1341},[70],{"categories":1343},[],{"categories":1345},[206],{"categories":1347},[],{"categories":1349},[70],{"categories":1351},[70],{"categories":1353},[],{"categories":1355},[138],{"categories":1357},[121],{"categories":1359},[1360],"Visual & Generative Media",{"categories":1362},[126],{"categories":1364},[],{"categories":1366},[70],{"categories":1368},[70],{"categories":1370},[138],{"categories":1372},[272],{"categories":1374},[163],{"categories":1376},[534],{"categories":1378},[138],{"categories":1380},[235],{"categories":1382},[70],{"categories":1384},[206],{"categories":1386},[70],{"categories":1388},[70],{"categories":1390},[138],{"categories":1392},[126],{"categories":1394},[70],{"categories":1396},[],{"categories":1398},[],{"categories":1400},[126],{"categories":1402},[138],{"categories":1404},[116],{"categories":1406},[126],{"categories":1408},[498],{"categories":1410},[70],{"categories":1412},[129],{"categories":1414},[70],{"categories":1416},[121],{"categories":1418},[],{"categories":1420},[70],{"categories":1422},[129],{"categories":1424},[70],{"categories":1426},[70],{"categories":1428},[70],{"categories":1430},[129],{"categories":1432},[70],{"categories":1434},[70],{"categories":1436},[235],{"categories":1438},[70],{"categories":1440},[443],{"categories":1442},[70],{"categories":1444},[126],{"categories":1446},[70],{"categories":1448},[70],{"categories":1450},[70],{"categories":1452},[70],{"categories":1454},[206],{"categories":1456},[126],{"categories":1458},[],{"categories":1460},[126],{"categories":1462},[],{"categories":1464},[272],{"categories":1466},[138],{"categories":1468},[],{"categories":1470},[498],{"categories":1472},[70],{"categories":1474},[126],{"categories":1476},[70],{"categories":1478},[206,70],{"categories":1480},[116],{"categories":1482},[70],{"categories":1484},[206],{"categories":1486},[],{"categories":1488},[70],{"categories":1490},[116],{"categories":1492},[1493],"Medical Imaging & Radiology",{"categories":1495},[70],{"categories":1497},[206],{"categories":1499},[126],{"categories":1501},[138],{"categories":1503},[],{"categories":1505},[70],{"categories":1507},[70],{"categories":1509},[70],{"categories":1511},[],{"categories":1513},[],{"categories":1515},[70],{"categories":1517},[443],{"categories":1519},[70],{"categories":1521},[116],{"categories":1523},[70],{"categories":1525},[70],{"categories":1527},[],{"categories":1529},[126],{"categories":1531},[70],{"categories":1533},[129],{"categories":1535},[138],{"categories":1537},[70],{"categories":1539},[443],{"categories":1541},[70],{"categories":1543},[126],{"categories":1545},[70],{"categories":1547},[70],{"categories":1549},[70],{"categories":1551},[206],{"categories":1553},[126],{"categories":1555},[272],{"categories":1557},[206],{"categories":1559},[121],{"categories":1561},[126],{"categories":1563},[160],{"categories":1565},[70],{"categories":1567},[70],{"categories":1569},[129],{"categories":1571},[70],{"categories":1573},[70],{"categories":1575},[70],{"categories":1577},[126],{"categories":1579},[138],{"categories":1581},[138],{"categories":1583},[70],{"categories":1585},[129],{"categories":1587},[],{"categories":1589},[160],{"categories":1591},[],{"categories":1593},[129],{"categories":1595},[126],{"categories":1597},[70],{"categories":1599},[126],{"categories":1601},[1169],{"categories":1603},[1169],{"categories":1605},[206],{"categories":1607},[70],{"categories":1609},[70],{"categories":1611},[126],{"categories":1613},[138],{"categories":1615},[206],{"categories":1617},[126],{"categories":1619},[160],{"categories":1621},[],{"categories":1623},[70],{"categories":1625},[],{"categories":1627},[70],{"categories":1629},[70],{"categories":1631},[70],{"categories":1633},[70],{"categories":1635},[126],{"categories":1637},[1638],"Contract Review & E-Discovery",{"categories":1640},[70],{"categories":1642},[206],{"categories":1644},[70],{"categories":1646},[116],{"categories":1648},[70],{"categories":1650},[160],{"categories":1652},[70],{"categories":1654},[70],{"categories":1656},[235],{"categories":1658},[138],{"categories":1660},[70],{"categories":1662},[70],{"categories":1664},[126],{"categories":1666},[126],{"categories":1668},[845],{"categories":1670},[70],{"categories":1672},[70],{"categories":1674},[126],{"categories":1676},[126],{"categories":1678},[70],{"categories":1680},[70],{"categories":1682},[126],{"categories":1684},[70],{"categories":1686},[70],{"categories":1688},[443],{"categories":1690},[420],{"categories":1692},[70],{"categories":1694},[126],{"categories":1696},[70],{"categories":1698},[1699],"Law-Firm Practice & Adoption",{"categories":1701},[70],{"categories":1703},[126],{"categories":1705},[206],{"categories":1707},[70],{"categories":1709},[70],{"categories":1711},[70],{"categories":1713},[],{"categories":1715},[],{"categories":1717},[138],{"categories":1719},[70],{"categories":1721},[],{"categories":1723},[126],{"categories":1725},[116],{"categories":1727},[272],{"categories":1729},[70],{"categories":1731},[],{"categories":1733},[116],{"categories":1735},[121],{"categories":1737},[70],{"categories":1739},[235],{"categories":1741},[],{"categories":1743},[121],{"categories":1745},[121],{"categories":1747},[],{"categories":1749},[70],{"categories":1751},[129],{"categories":1753},[70],{"categories":1755},[138],{"categories":1757},[],{"categories":1759},[],{"categories":1761},[],{"categories":1763},[],{"categories":1765},[70],{"categories":1767},[126],{"categories":1769},[272],{"categories":1771},[70],{"categories":1773},[116],{"categories":1775},[138],{"categories":1777},[70],{"categories":1779},[70],{"categories":1781},[138],{"categories":1783},[129],{"categories":1785},[70],{"categories":1787},[70],{"categories":1789},[70],{"categories":1791},[870],{"categories":1793},[70],{"categories":1795},[70],{"categories":1797},[235],{"categories":1799},[138],{"categories":1801},[121],{"categories":1803},[70],{"categories":1805},[70],{"categories":1807},[206],{"categories":1809},[70],{"categories":1811},[70],{"categories":1813},[70],{"categories":1815},[70],{"categories":1817},[126],{"categories":1819},[70,116],{"categories":1821},[443],{"categories":1823},[70],{"categories":1825},[70],{"categories":1827},[138],{"categories":1829},[138],{"categories":1831},[206],{"categories":1833},[126],{"categories":1835},[138],{"categories":1837},[70],{"categories":1839},[70],{"categories":1841},[],{"categories":1843},[],{"categories":1845},[70],{"categories":1847},[126],{"categories":1849},[],{"categories":1851},[70],{"categories":1853},[138],{"categories":1855},[163],{"categories":1857},[160],{"categories":1859},[206],{"categories":1861},[70],{"categories":1863},[70],{"categories":1865},[138],{"categories":1867},[],{"categories":1869},[126],{"categories":1871},[70],{"categories":1873},[70],{"categories":1875},[70],{"categories":1877},[70],{"categories":1879},[],{"categories":1881},[126],{"categories":1883},[70],{"categories":1885},[70],{"categories":1887},[],{"categories":1889},[126],{"categories":1891},[70],{"categories":1893},[70],{"categories":1895},[121],{"categories":1897},[70],{"categories":1899},[70],{"categories":1901},[],{"categories":1903},[116],{"categories":1905},[70],{"categories":1907},[70],{"categories":1909},[206],{"categories":1911},[138],{"categories":1913},[70],{"categories":1915},[116],{"categories":1917},[70],{"categories":1919},[138],{"categories":1921},[235],{"categories":1923},[126],{"categories":1925},[126],{"categories":1927},[70],{"categories":1929},[70],{"categories":1931},[70,206],{"categories":1933},[70],{"categories":1935},[126],{"categories":1937},[160],{"categories":1939},[70],{"categories":1941},[160],{"categories":1943},[126],{"categories":1945},[206],{"categories":1947},[70],{"categories":1949},[],{"categories":1951},[138],{"categories":1953},[272],{"categories":1955},[206],{"categories":1957},[138],{"categories":1959},[70],{"categories":1961},[129],{"categories":1963},[70],{"categories":1965},[70],{"categories":1967},[126],{"categories":1969},[],{"categories":1971},[],{"categories":1973},[70],{"categories":1975},[],{"categories":1977},[],{"categories":1979},[129],{"categories":1981},[138],{"categories":1983},[70],{"categories":1985},[126],{"categories":1987},[126],{"categories":1989},[121],{"categories":1991},[126],{"categories":1993},[272],{"categories":1995},[70],{"categories":1997},[70],{"categories":1999},[70],{"categories":2001},[149],{"categories":2003},[70],{"categories":2005},[70],{"categories":2007},[138],{"categories":2009},[126],{"categories":2011},[70],{"categories":2013},[70],{"categories":2015},[387],{"categories":2017},[845],{"categories":2019},[],{"categories":2021},[206],{"categories":2023},[1699],{"categories":2025},[138],{"categories":2027},[],{"categories":2029},[],{"categories":2031},[126],{"categories":2033},[],{"categories":2035},[],{"categories":2037},[70],{"categories":2039},[235],{"categories":2041},[70],{"categories":2043},[235],{"categories":2045},[126],{"categories":2047},[70],{"categories":2049},[138],{"categories":2051},[129],{"categories":2053},[],{"categories":2055},[70],{"categories":2057},[70],{"categories":2059},[138],{"categories":2061},[1638],{"categories":2063},[206],{"categories":2065},[206],{"categories":2067},[70],{"categories":2069},[126],{"categories":2071},[116],{"categories":2073},[70],{"categories":2075},[70],{"categories":2077},[70],{"categories":2079},[206],{"categories":2081},[206],{"categories":2083},[126],{"categories":2085},[126],{"categories":2087},[126],{"categories":2089},[70],{"categories":2091},[70],{"categories":2093},[],{"categories":2095},[70],{"categories":2097},[],{"categories":2099},[2100],"Interaction & Product Design",{"categories":2102},[70],{"categories":2104},[126],{"categories":2106},[138],{"categories":2108},[301],{"categories":2110},[160],{"categories":2112},[138],{"categories":2114},[70],{"categories":2116},[70],{"categories":2118},[138],{"categories":2120},[116],{"categories":2122},[126],{"categories":2124},[70],{"categories":2126},[],{"categories":2128},[126],{"categories":2130},[126],{"categories":2132},[],{"categories":2134},[138],{"categories":2136},[70],{"categories":2138},[116],{"categories":2140},[2100],{"categories":2142},[70],{"categories":2144},[116],{"categories":2146},[116],{"categories":2148},[],{"categories":2150},[126],{"categories":2152},[138],{"categories":2154},[],{"categories":2156},[126],{"categories":2158},[160],{"categories":2160},[70],{"categories":2162},[126],{"categories":2164},[70],{"categories":2166},[126],{"categories":2168},[70],{"categories":2170},[70],{"categories":2172},[160],{"categories":2174},[163],{"categories":2176},[70],{"categories":2178},[129],{"categories":2180},[138],{"categories":2182},[2183],"Coding Agents & Dev Productivity",{"categories":2185},[160],{"categories":2187},[206],{"categories":2189},[70],{"categories":2191},[70],{"categories":2193},[],{"categories":2195},[70],{"categories":2197},[845],{"categories":2199},[],{"categories":2201},[70],{"categories":2203},[272],{"categories":2205},[70],{"categories":2207},[160],{"categories":2209},[],{"categories":2211},[],{"categories":2213},[70],{"categories":2215},[],{"categories":2217},[126],{"categories":2219},[70],{"categories":2221},[],{"categories":2223},[138],{"categories":2225},[138],{"categories":2227},[70],{"categories":2229},[163],{"categories":2231},[],{"categories":2233},[70],{"categories":2235},[70],{"categories":2237},[70],{"categories":2239},[163],{"categories":2241},[138],{"categories":2243},[126],{"categories":2245},[],{"categories":2247},[],{"categories":2249},[70],{"categories":2251},[70],{"categories":2253},[126],{"categories":2255},[126],{"categories":2257},[364],{"categories":2259},[138],{"categories":2261},[138],{"categories":2263},[126],{"categories":2265},[160],{"categories":2267},[160],{"categories":2269},[126],{"categories":2271},[126],{"categories":2273},[70],{"categories":2275},[116],{"categories":2277},[2100],{"categories":2279},[70,272],{"categories":2281},[163],{"categories":2283},[],{"categories":2285},[206],{"categories":2287},[138],{"categories":2289},[116],{"categories":2291},[70],{"categories":2293},[126],{"categories":2295},[2296],"The Designer's Role & Craft",{"categories":2298},[206],{"categories":2300},[],{"categories":2302},[126],{"categories":2304},[70],{"categories":2306},[126],{"categories":2308},[126],{"categories":2310},[70],{"categories":2312},[235],{"categories":2314},[70],{"categories":2316},[138],{"categories":2318},[70],{"categories":2320},[206],{"categories":2322},[70],{"categories":2324},[],{"categories":2326},[126],{"categories":2328},[206],{"categories":2330},[70],{"categories":2332},[70],{"categories":2334},[70],{"categories":2336},[2337],"AI UX Patterns",{"categories":2339},[126],{"categories":2341},[126],{"categories":2343},[126],{"categories":2345},[126],{"categories":2347},[235],{"categories":2349},[163],{"categories":2351},[70],{"categories":2353},[126],{"categories":2355},[70],{"categories":2357},[1169],{"categories":2359},[],{"categories":2361},[235],{"categories":2363},[126],{"categories":2365},[160],{"categories":2367},[138],{"categories":2369},[70],{"categories":2371},[126],{"categories":2373},[],{"categories":2375},[],{"categories":2377},[70],{"categories":2379},[126],{"categories":2381},[70],{"categories":2383},[126],{"categories":2385},[364],{"categories":2387},[206],{"categories":2389},[70],{"categories":2391},[160],{"categories":2393},[138],{"categories":2395},[70],{"categories":2397},[126],{"categories":2399},[126],{"categories":2401},[],{"categories":2403},[70],{"categories":2405},[],{"categories":2407},[],{"categories":2409},[70],{"categories":2411},[70],{"categories":2413},[70],{"categories":2415},[126],{"categories":2417},[138],{"categories":2419},[],{"categories":2421},[],{"categories":2423},[163],{"categories":2425},[149],{"categories":2427},[70],{"categories":2429},[70],{"categories":2431},[163],{"categories":2433},[70],{"categories":2435},[160],{"categories":2437},[70],{"categories":2439},[70],{"categories":2441},[70],{"categories":2443},[126],{"categories":2445},[70],{"categories":2447},[126],{"categories":2449},[70],{"categories":2451},[70],{"categories":2453},[126],{"categories":2455},[],{"categories":2457},[],{"categories":2459},[70],{"categories":2461},[272],{"categories":2463},[70],{"categories":2465},[],{"categories":2467},[],{"categories":2469},[206],{"categories":2471},[870],{"categories":2473},[126],{"categories":2475},[116],{"categories":2477},[2296],{"categories":2479},[],{"categories":2481},[],{"categories":2483},[70],{"categories":2485},[],{"categories":2487},[],{"categories":2489},[138],{"categories":2491},[160],{"categories":2493},[235],{"categories":2495},[121],{"categories":2497},[70],{"categories":2499},[70],{"categories":2501},[121],{"categories":2503},[],{"categories":2505},[206],{"categories":2507},[129],{"categories":2509},[70],{"categories":2511},[70],{"categories":2513},[126],{"categories":2515},[121],{"categories":2517},[70],{"categories":2519},[70],{"categories":2521},[116],{"categories":2523},[70],{"categories":2525},[],{"categories":2527},[116],{"categories":2529},[70],{"categories":2531},[235],{"categories":2533},[126],{"categories":2535},[160],{"categories":2537},[70],{"categories":2539},[138],{"categories":2541},[70],{"categories":2543},[70],{"categories":2545},[121],{"categories":2547},[70],{"categories":2549},[70],{"categories":2551},[70],{"categories":2553},[126],{"categories":2555},[],{"categories":2557},[70],{"categories":2559},[138],{"categories":2561},[116],{"categories":2563},[70],{"categories":2565},[70],{"categories":2567},[70],{"categories":2569},[],{"categories":2571},[70],{"categories":2573},[443],{"categories":2575},[126],{"categories":2577},[121],{"categories":2579},[160],{"categories":2581},[70],{"categories":2583},[70],{"categories":2585},[],{"categories":2587},[121],{"categories":2589},[121],{"categories":2591},[70],{"categories":2593},[70],{"categories":2595},[129],{"categories":2597},[70],{"categories":2599},[70],{"categories":2601},[70],{"categories":2603},[70],{"categories":2605},[138],{"categories":2607},[138],{"categories":2609},[70],{"categories":2611},[],{"categories":2613},[138],{"categories":2615},[70],{"categories":2617},[138],{"categories":2619},[126],{"categories":2621},[534],{"categories":2623},[],{"categories":2625},[],{"categories":2627},[70],{"categories":2629},[160],{"categories":2631},[],{"categories":2633},[272],{"categories":2635},[70],{"categories":2637},[70],{"categories":2639},[206],{"categories":2641},[834],{"categories":2643},[],{"categories":2645},[70],{"categories":2647},[70],{"categories":2649},[70],{"categories":2651},[138],{"categories":2653},[70],{"categories":2655},[70],{"categories":2657},[70,272],{"categories":2659},[70],{"categories":2661},[70],{"categories":2663},[206],{"categories":2665},[126],{"categories":2667},[],{"categories":2669},[126],{"categories":2671},[126],{"categories":2673},[70],{"categories":2675},[70],{"categories":2677},[70],{"categories":2679},[70],{"categories":2681},[163],{"categories":2683},[70],{"categories":2685},[2337],{"categories":2687},[116],{"categories":2689},[163],{"categories":2691},[116],{"categories":2693},[138],{"categories":2695},[206],{"categories":2697},[126],{"categories":2699},[70],{"categories":2701},[],{"categories":2703},[121],{"categories":2705},[70],{"categories":2707},[70],{"categories":2709},[160],{"categories":2711},[70],{"categories":2713},[70],{"categories":2715},[126],{"categories":2717},[70],{"categories":2719},[70],{"categories":2721},[70],{"categories":2723},[121],{"categories":2725},[],{"categories":2727},[272],{"categories":2729},[70],{"categories":2731},[364],{"categories":2733},[206],{"categories":2735},[206],{"categories":2737},[138],{"categories":2739},[126],{"categories":2741},[70],{"categories":2743},[121],{"categories":2745},[160],{"categories":2747},[70],{"categories":2749},[70],{"categories":2751},[206],{"categories":2753},[126],{"categories":2755},[126],{"categories":2757},[70],{"categories":2759},[70],{"categories":2761},[498],{"categories":2763},[],{"categories":2765},[70],{"categories":2767},[70],{"categories":2769},[70],{"categories":2771},[],{"categories":2773},[],{"categories":2775},[70],{"categories":2777},[70],{"categories":2779},[126],{"categories":2781},[70],{"categories":2783},[70],{"categories":2785},[70],{"categories":2787},[138],{"categories":2789},[70],{"categories":2791},[70],{"categories":2793},[126],{"categories":2795},[70],{"categories":2797},[70],{"categories":2799},[70],{"categories":2801},[70],{"categories":2803},[70],{"categories":2805},[],{"categories":2807},[138],{"categories":2809},[163],{"categories":2811},[70],{"categories":2813},[126],{"categories":2815},[70],{"categories":2817},[],{"categories":2819},[],{"categories":2821},[70],{"categories":2823},[70],{"categories":2825},[70],{"categories":2827},[160],{"categories":2829},[163],{"categories":2831},[],{"categories":2833},[70],{"categories":2835},[206],{"categories":2837},[70],{"categories":2839},[272],{"categories":2841},[1699],{"categories":2843},[160],{"categories":2845},[138],{"categories":2847},[138],{"categories":2849},[138],{"categories":2851},[70],{"categories":2853},[70],{"categories":2855},[160],{"categories":2857},[160],{"categories":2859},[272],{"categories":2861},[126],{"categories":2863},[],{"categories":2865},[160],{"categories":2867},[70],{"categories":2869},[116],{"categories":2871},[138],{"categories":2873},[70],{"categories":2875},[160],{"categories":2877},[],{"categories":2879},[70],{"categories":2881},[138],{"categories":2883},[138],{"categories":2885},[163],{"categories":2887},[70],{"categories":2889},[160],{"categories":2891},[70],{"categories":2893},[138],{"categories":2895},[126],{"categories":2897},[160],{"categories":2899},[126],{"categories":2901},[272],{"categories":2903},[126],{"categories":2905},[70],{"categories":2907},[70],{"categories":2909},[70],{"categories":2911},[70],{"categories":2913},[138],{"categories":2915},[70],{"categories":2917},[],{"categories":2919},[126],{"categories":2921},[121],{"categories":2923},[138],{"categories":2925},[],{"categories":2927},[],{"categories":2929},[70],{"categories":2931},[126],{"categories":2933},[70],{"categories":2935},[70],{"categories":2937},[2938],"Frameworks & Tooling",{"categories":2940},[70],{"categories":2942},[70],{"categories":2944},[138],{"categories":2946},[70],{"categories":2948},[70],{"categories":2950},[],{"categories":2952},[163],{"categories":2954},[163],{"categories":2956},[116],{"categories":2958},[70],{"categories":2960},[126],{"categories":2962},[70],{"categories":2964},[206],{"categories":2966},[],{"categories":2968},[1699],{"categories":2970},[70],{"categories":2972},[138],{"categories":2974},[70],{"categories":2976},[272],{"categories":2978},[272],{"categories":2980},[],{"categories":2982},[126],{"categories":2984},[70],{"categories":2986},[160],{"categories":2988},[160],{"categories":2990},[70],{"categories":2992},[126],{"categories":2994},[],{"categories":2996},[206],{"categories":2998},[70],{"categories":3000},[70],{"categories":3002},[],{"categories":3004},[70],{"categories":3006},[126],{"categories":3008},[70],{"categories":3010},[70],{"categories":3012},[],{"categories":3014},[138],{"categories":3016},[70],{"categories":3018},[138],{"categories":3020},[272],{"categories":3022},[70],{"categories":3024},[70],{"categories":3026},[138],{"categories":3028},[121],{"categories":3030},[70],{"categories":3032},[1699],{"categories":3034},[],{"categories":3036},[126],{"categories":3038},[116],{"categories":3040},[70],{"categories":3042},[116],{"categories":3044},[70],{"categories":3046},[],{"categories":3048},[126],{"categories":3050},[70],{"categories":3052},[3053],"AI Design Tooling",{"categories":3055},[206],{"categories":3057},[70],{"categories":3059},[70],{"categories":3061},[138],{"categories":3063},[206],{"categories":3065},[70],{"categories":3067},[138],{"categories":3069},[160],{"categories":3071},[129],{"categories":3073},[138],{"categories":3075},[70],{"categories":3077},[70],{"categories":3079},[126],{"categories":3081},[70],{"categories":3083},[],{"categories":3085},[70],{"categories":3087},[70],{"categories":3089},[126],{"categories":3091},[70],{"categories":3093},[70],{"categories":3095},[70],{"categories":3097},[126],{"categories":3099},[],{"categories":3101},[126],{"categories":3103},[2938],{"categories":3105},[70],{"categories":3107},[70],{"categories":3109},[126],{"categories":3111},[126],{"categories":3113},[138],{"categories":3115},[138],{"categories":3117},[],{"categories":3119},[138],{"categories":3121},[70],{"categories":3123},[70],{"categories":3125},[126],{"categories":3127},[121],{"categories":3129},[70],{"categories":3131},[],{"categories":3133},[70],{"categories":3135},[70],{"categories":3137},[2100],{"categories":3139},[],{"categories":3141},[70],{"categories":3143},[70],{"categories":3145},[70],{"categories":3147},[70],{"categories":3149},[206],{"categories":3151},[70],{"categories":3153},[],{"categories":3155},[70],{"categories":3157},[70],{"categories":3159},[70],{"categories":3161},[235],{"categories":3163},[160],{"categories":3165},[70],{"categories":3167},[70],{"categories":3169},[1699],{"categories":3171},[116],{"categories":3173},[70],{"categories":3175},[70],{"categories":3177},[163],{"categories":3179},[70],{"categories":3181},[70],{"categories":3183},[160],{"categories":3185},[126],{"categories":3187},[],{"categories":3189},[70],{"categories":3191},[70],{"categories":3193},[206],{"categories":3195},[70],{"categories":3197},[235],{"categories":3199},[126],{"categories":3201},[70],{"categories":3203},[126],{"categories":3205},[],{"categories":3207},[],{"categories":3209},[],{"categories":3211},[116],{"categories":3213},[160],{"categories":3215},[126],{"categories":3217},[70],{"categories":3219},[70],{"categories":3221},[70],{"categories":3223},[70],{"categories":3225},[387],{"categories":3227},[206],{"categories":3229},[126],{"categories":3231},[70],{"categories":3233},[],{"categories":3235},[126],{"categories":3237},[126],{"categories":3239},[],{"categories":3241},[70],{"categories":3243},[126],{"categories":3245},[70],{"categories":3247},[],{"categories":3249},[70],{"categories":3251},[70],{"categories":3253},[160],{"categories":3255},[206],{"categories":3257},[126],{"categories":3259},[206],{"categories":3261},[126],{"categories":3263},[70],{"categories":3265},[121],{"categories":3267},[],{"categories":3269},[],{"categories":3271},[70],{"categories":3273},[70],{"categories":3275},[116],{"categories":3277},[126],{"categories":3279},[160],{"categories":3281},[],{"categories":3283},[206],{"categories":3285},[],{"categories":3287},[138],{"categories":3289},[70],{"categories":3291},[138],{"categories":3293},[206],{"categories":3295},[138],{"categories":3297},[70],{"categories":3299},[],{"categories":3301},[70],{"categories":3303},[70],{"categories":3305},[],{"categories":3307},[70],{"categories":3309},[235],{"categories":3311},[70],{"categories":3313},[272],{"categories":3315},[138],{"categories":3317},[70],{"categories":3319},[],{"categories":3321},[126],{"categories":3323},[70],{"categories":3325},[116],{"categories":3327},[498],{"categories":3329},[70],{"categories":3331},[126],{"categories":3333},[70],{"categories":3335},[126],{"categories":3337},[70],{"categories":3339},[70],{"categories":3341},[70],{"categories":3343},[],{"categories":3345},[70],{"categories":3347},[116],{"categories":3349},[70],{"categories":3351},[121],{"categories":3353},[138],{"categories":3355},[206],{"categories":3357},[],{"categories":3359},[70],{"categories":3361},[],{"categories":3363},[],{"categories":3365},[126],{"categories":3367},[70],{"categories":3369},[138],{"categories":3371},[206],{"categories":3373},[160],{"categories":3375},[70],{"categories":3377},[160],{"categories":3379},[126],{"categories":3381},[206],{"categories":3383},[70],{"categories":3385},[],{"categories":3387},[70],{"categories":3389},[149],{"categories":3391},[126],{"categories":3393},[206],{"categories":3395},[160],{"categories":3397},[121],{"categories":3399},[138],{"categories":3401},[70],{"categories":3403},[70],{"categories":3405},[160],{"categories":3407},[235],{"categories":3409},[],{"categories":3411},[],{"categories":3413},[163],{"categories":3415},[443],{"categories":3417},[70],{"categories":3419},[126],{"categories":3421},[70,138],{"categories":3423},[160],{"categories":3425},[70],{"categories":3427},[70],{"categories":3429},[70],{"categories":3431},[70],{"categories":3433},[126],{"categories":3435},[70],{"categories":3437},[126],{"categories":3439},[70],{"categories":3441},[70],{"categories":3443},[70],{"categories":3445},[],{"categories":3447},[70],{"categories":3449},[1169],{"categories":3451},[138],{"categories":3453},[206],{"categories":3455},[70],{"categories":3457},[70],{"categories":3459},[70],{"categories":3461},[163],{"categories":3463},[126],{"categories":3465},[235],{"categories":3467},[272],{"categories":3469},[],{"categories":3471},[70],{"categories":3473},[121],{"categories":3475},[126],{"categories":3477},[116],{"categories":3479},[126],{"categories":3481},[70],{"categories":3483},[126],{"categories":3485},[126],{"categories":3487},[129],{"categories":3489},[138],{"categories":3491},[70],{"categories":3493},[70],{"categories":3495},[],{"categories":3497},[],{"categories":3499},[],{"categories":3501},[272],{"categories":3503},[70],{"categories":3505},[160],{"categories":3507},[70],{"categories":3509},[70],{"categories":3511},[70],{"categories":3513},[70],{"categories":3515},[],{"categories":3517},[70],{"categories":3519},[163],{"categories":3521},[121],{"categories":3523},[126],{"categories":3525},[70],{"categories":3527},[],{"categories":3529},[70],{"categories":3531},[126],{"categories":3533},[70],{"categories":3535},[272],{"categories":3537},[],{"categories":3539},[206],{"categories":3541},[206],{"categories":3543},[],{"categories":3545},[138],{"categories":3547},[70],{"categories":3549},[206],{"categories":3551},[70],{"categories":3553},[121],{"categories":3555},[126],{"categories":3557},[70],{"categories":3559},[],{"categories":3561},[160],{"categories":3563},[70],{"categories":3565},[70],{"categories":3567},[70],{"categories":3569},[206],{"categories":3571},[126],{"categories":3573},[160],{"categories":3575},[],{"categories":3577},[126],{"categories":3579},[121],{"categories":3581},[126],{"categories":3583},[206],{"categories":3585},[70],{"categories":3587},[70],{"categories":3589},[70],{"categories":3591},[443],{"categories":3593},[70],{"categories":3595},[],{"categories":3597},[70],{"categories":3599},[70],{"categories":3601},[272],{"categories":3603},[160],{"categories":3605},[163],{"categories":3607},[534],{"categories":3609},[163],{"categories":3611},[70],{"categories":3613},[],{"categories":3615},[],{"categories":3617},[],{"categories":3619},[126],{"categories":3621},[126],{"categories":3623},[138],{"categories":3625},[70],{"categories":3627},[420],{"categories":3629},[138],{"categories":3631},[70],{"categories":3633},[70],{"categories":3635},[70],{"categories":3637},[70],{"categories":3639},[126],{"categories":3641},[],{"categories":3643},[],{"categories":3645},[70],{"categories":3647},[],{"categories":3649},[70],{"categories":3651},[126],{"categories":3653},[206],{"categories":3655},[70],{"categories":3657},[70],{"categories":3659},[],{"categories":3661},[126],{"categories":3663},[129],{"categories":3665},[70],{"categories":3667},[206],{"categories":3669},[70],{"categories":3671},[126],{"categories":3673},[121],{"categories":3675},[70],{"categories":3677},[235],{"categories":3679},[126],{"categories":3681},[70],{"categories":3683},[70],{"categories":3685},[834],{"categories":3687},[70],{"categories":3689},[126],{"categories":3691},[70],{"categories":3693},[138],{"categories":3695},[70],{"categories":3697},[498],{"categories":3699},[206],{"categories":3701},[],{"categories":3703},[70],{"categories":3705},[160],{"categories":3707},[443],{"categories":3709},[126],{"categories":3711},[70],{"categories":3713},[],{"categories":3715},[160],{"categories":3717},[364],{"categories":3719},[126],{"categories":3721},[126],{"categories":3723},[126],{"categories":3725},[70],{"categories":3727},[70],{"categories":3729},[126],{"categories":3731},[],{"categories":3733},[121],{"categories":3735},[70],{"categories":3737},[121],{"categories":3739},[126],{"categories":3741},[],{"categories":3743},[138],{"categories":3745},[70],{"categories":3747},[70],{"categories":3749},[116],{"categories":3751},[160],{"categories":3753},[272],{"categories":3755},[149],{"categories":3757},[126],{"categories":3759},[126],{"categories":3761},[70],{"categories":3763},[126],{"categories":3765},[70],{"categories":3767},[116],{"categories":3769},[],{"categories":3771},[70],{"categories":3773},[70],{"categories":3775},[70],{"categories":3777},[126],{"categories":3779},[70],{"categories":3781},[],{"categories":3783},[],{"categories":3785},[206],{"categories":3787},[126],{"categories":3789},[70,121],{"categories":3791},[126],{"categories":3793},[70],{"categories":3795},[],{"categories":3797},[116],{"categories":3799},[163],{"categories":3801},[121],{"categories":3803},[70],{"categories":3805},[138],{"categories":3807},[70],{"categories":3809},[70],{"categories":3811},[126],{"categories":3813},[70],{"categories":3815},[70],{"categories":3817},[70],{"categories":3819},[160],{"categories":3821},[1169],{"categories":3823},[126],{"categories":3825},[70],{"categories":3827},[],{"categories":3829},[],{"categories":3831},[70],{"categories":3833},[126],{"categories":3835},[70],{"categories":3837},[70],{"categories":3839},[272],{"categories":3841},[],{"categories":3843},[70],{"categories":3845},[126],{"categories":3847},[149],{"categories":3849},[126],{"categories":3851},[443],{"categories":3853},[],{"categories":3855},[387],{"categories":3857},[126],{"categories":3859},[70],{"categories":3861},[235],{"categories":3863},[126],{"categories":3865},[70],{"categories":3867},[163],{"categories":3869},[129],{"categories":3871},[126],{"categories":3873},[70],{"categories":3875},[443],{"categories":3877},[70],{"categories":3879},[272],{"categories":3881},[],{"categories":3883},[70],{"categories":3885},[235],{"categories":3887},[206],{"categories":3889},[70],{"categories":3891},[70],{"categories":3893},[70],{"categories":3895},[],{"categories":3897},[235],{"categories":3899},[160],{"categories":3901},[70],{"categories":3903},[70],{"categories":3905},[70],{"categories":3907},[534],{"categories":3909},[116],{"categories":3911},[70],{"categories":3913},[70],{"categories":3915},[],{"categories":3917},[],{"categories":3919},[206],{"categories":3921},[70],{"categories":3923},[163],{"categories":3925},[235],{"categories":3927},[126],{"categories":3929},[70],{"categories":3931},[70],{"categories":3933},[235],{"categories":3935},[160],{"categories":3937},[],{"categories":3939},[70],{"categories":3941},[70],{"categories":3943},[],{"categories":3945},[70],{"categories":3947},[70],{"categories":3949},[559],{"categories":3951},[70],{"categories":3953},[70],{"categories":3955},[126],{"categories":3957},[138],{"categories":3959},[443],{"categories":3961},[70],{"categories":3963},[70],{"categories":3965},[70],{"categories":3967},[],{"categories":3969},[70,138],{"categories":3971},[160],{"categories":3973},[126],{"categories":3975},[138],{"categories":3977},[126],{"categories":3979},[870],{"categories":3981},[138],{"categories":3983},[126],{"categories":3985},[70],{"categories":3987},[116],{"categories":3989},[],{"categories":3991},[],{"categories":3993},[126],{"categories":3995},[70],{"categories":3997},[138],{"categories":3999},[70],{"categories":4001},[116],{"categories":4003},[138],{"categories":4005},[138],{"categories":4007},[70],{"categories":4009},[235],{"categories":4011},[70],{"categories":4013},[138],{"categories":4015},[70],{"categories":4017},[],{"categories":4019},[70],{"categories":4021},[206,70],{"categories":4023},[272],{"categories":4025},[116],{"categories":4027},[70],{"categories":4029},[],{"categories":4031},[70],{"categories":4033},[70],{"categories":4035},[121],{"categories":4037},[70],{"categories":4039},[121],{"categories":4041},[70],{"categories":4043},[70],{"categories":4045},[364],{"categories":4047},[70],{"categories":4049},[121],{"categories":4051},[138],{"categories":4053},[163],{"categories":4055},[126],{"categories":4057},[138],{"categories":4059},[70],{"categories":4061},[70],{"categories":4063},[160],{"categories":4065},[235],{"categories":4067},[206],{"categories":4069},[70],{"categories":4071},[70],{"categories":4073},[70],{"categories":4075},[70],{"categories":4077},[116],{"categories":4079},[70],{"categories":4081},[126],{"categories":4083},[126],{"categories":4085},[138],{"categories":4087},[160],{"categories":4089},[138],{"categories":4091},[138],{"categories":4093},[70],{"categories":4095},[70],{"categories":4097},[],{"categories":4099},[],{"categories":4101},[163],{"categories":4103},[70],{"categories":4105},[138],{"categories":4107},[70],{"categories":4109},[206],{"categories":4111},[443],{"categories":4113},[387],{"categories":4115},[364],{"categories":4117},[70],{"categories":4119},[70],{"categories":4121},[70],{"categories":4123},[163],{"categories":4125},[70],{"categories":4127},[70],{"categories":4129},[70],{"categories":4131},[70],{"categories":4133},[70],{"categories":4135},[70],{"categories":4137},[126],{"categories":4139},[116],{"categories":4141},[126],{"categories":4143},[70,121],{"categories":4145},[],{"categories":4147},[206],{"categories":4149},[],{"categories":4151},[129],{"categories":4153},[70],{"categories":4155},[160],{"categories":4157},[116],{"categories":4159},[70],{"categories":4161},[116],{"categories":4163},[126],{"categories":4165},[163],{"categories":4167},[126],{"categories":4169},[126],{"categories":4171},[70],{"categories":4173},[70],{"categories":4175},[121],{"categories":4177},[126],{"categories":4179},[138],{"categories":4181},[235],{"categories":4183},[70],{"categories":4185},[],{"categories":4187},[160],{"categories":4189},[70],{"categories":4191},[70],{"categories":4193},[70],{"categories":4195},[70],{"categories":4197},[70],{"categories":4199},[70],{"categories":4201},[138],{"categories":4203},[160],{"categories":4205},[138],{"categories":4207},[138],{"categories":4209},[70],{"categories":4211},[70],{"categories":4213},[70],{"categories":4215},[387],{"categories":4217},[70],{"categories":4219},[126],{"categories":4221},[160],{"categories":4223},[70],{"categories":4225},[70],{"categories":4227},[70],{"categories":4229},[126],{"categories":4231},[70],{"categories":4233},[70],{"categories":4235},[70],{"categories":4237},[2938],{"categories":4239},[4240],"Clinical AI",{"categories":4242},[206],{"categories":4244},[70],{"categories":4246},[70],{"categories":4248},[70],{"categories":4250},[272],{"categories":4252},[2337],{"categories":4254},[70],{"categories":4256},[129],{"categories":4258},[70],{"categories":4260},[126],{"categories":4262},[70],{"categories":4264},[70],{"categories":4266},[160],{"categories":4268},[70],{"categories":4270},[126],{"categories":4272},[138],{"categories":4274},[235],{"categories":4276},[70],{"categories":4278},[70],{"categories":4280},[121],{"categories":4282},[70],{"categories":4284},[70],{"categories":4286},[498],{"categories":4288},[70],{"categories":4290},[],{"categories":4292},[70],{"categories":4294},[138],{"categories":4296},[116],{"categories":4298},[70],{"categories":4300},[],{"categories":4302},[],{"categories":4304},[70],{"categories":4306},[],{"categories":4308},[121],{"categories":4310},[70],{"categories":4312},[70],{"categories":4314},[126],{"categories":4316},[160],{"categories":4318},[160],{"categories":4320},[160],{"categories":4322},[160],{"categories":4324},[],{"categories":4326},[116],{"categories":4328},[126],{"categories":4330},[160],{"categories":4332},[70],{"categories":4334},[559],{"categories":4336},[129],{"categories":4338},[70],{"categories":4340},[116],{"categories":4342},[70],{"categories":4344},[126],{"categories":4346},[70],{"categories":4348},[70],{"categories":4350},[70,126],{"categories":4352},[126],{"categories":4354},[272],{"categories":4356},[160],{"categories":4358},[126],{"categories":4360},[160],{"categories":4362},[126],{"categories":4364},[70],{"categories":4366},[],{"categories":4368},[160],{"categories":4370},[235],{"categories":4372},[116],{"categories":4374},[70],{"categories":4376},[70],{"categories":4378},[],{"categories":4380},[138],{"categories":4382},[],{"categories":4384},[116],{"categories":4386},[126],{"categories":4388},[160],{"categories":4390},[70],{"categories":4392},[160],{"categories":4394},[116],{"categories":4396},[160],{"categories":4398},[160],{"categories":4400},[],{"categories":4402},[121],{"categories":4404},[126],{"categories":4406},[160],{"categories":4408},[160],{"categories":4410},[160],{"categories":4412},[160],{"categories":4414},[160],{"categories":4416},[160],{"categories":4418},[160],{"categories":4420},[160],{"categories":4422},[160],{"categories":4424},[160],{"categories":4426},[163],{"categories":4428},[116],{"categories":4430},[70],{"categories":4432},[70],{"categories":4434},[126],{"categories":4436},[126],{"categories":4438},[],{"categories":4440},[70],{"categories":4442},[70,116],{"categories":4444},[],{"categories":4446},[126],{"categories":4448},[70],{"categories":4450},[160],{"categories":4452},[126],{"categories":4454},[870],{"categories":4456},[70],{"categories":4458},[70],{"categories":4460},[70],{"categories":4462},[70],{"categories":4464},[70],{"categories":4466},[364],{"categories":4468},[70],{"categories":4470},[70],{"categories":4472},[126],{"categories":4474},[70],{"categories":4476},[121],{"categories":4478},[129],{"categories":4480},[126],{"categories":4482},[126],{"categories":4484},[],{"categories":4486},[126],{"categories":4488},[206],{"categories":4490},[160],{"categories":4492},[70],{"categories":4494},[],{"categories":4496},[129],{"categories":4498},[],{"categories":4500},[138],{"categories":4502},[126],{"categories":4504},[206],{"categories":4506},[70],{"categories":4508},[],{"categories":4510},[70],{"categories":4512},[],{"categories":4514},[235],{"categories":4516},[70],{"categories":4518},[],{"categories":4520},[],{"categories":4522},[160],{"categories":4524},[116],{"categories":4526},[70],{"categories":4528},[70],{"categories":4530},[121],{"categories":4532},[70],{"categories":4534},[70],{"categories":4536},[70],{"categories":4538},[121],{"categories":4540},[121],{"categories":4542},[206],{"categories":4544},[],{"categories":4546},[70],{"categories":4548},[160],{"categories":4550},[],{"categories":4552},[70],{"categories":4554},[70],{"categories":4556},[206],{"categories":4558},[70],{"categories":4560},[235],{"categories":4562},[70],{"categories":4564},[272],{"categories":4566},[],{"categories":4568},[126],{"categories":4570},[235],{"categories":4572},[138],{"categories":4574},[],{"categories":4576},[70],{"categories":4578},[],{"categories":4580},[126],{"categories":4582},[206],{"categories":4584},[138],{"categories":4586},[],{"categories":4588},[2938],{"categories":4590},[121],{"categories":4592},[116],{"categories":4594},[70],{"categories":4596},[163],{"categories":4598},[126],{"categories":4600},[206],{"categories":4602},[138],{"categories":4604},[],{"categories":4606},[],{"categories":4608},[70],{"categories":4610},[116],{"categories":4612},[70],{"categories":4614},[235],{"categories":4616},[],{"categories":4618},[126],{"categories":4620},[126],{"categories":4622},[70],{"categories":4624},[126],{"categories":4626},[70],{"categories":4628},[160],{"categories":4630},[138],{"categories":4632},[70],{"categories":4634},[126],{"categories":4636},[129],{"categories":4638},[70],{"categories":4640},[70],{"categories":4642},[126],{"categories":4644},[70],{"categories":4646},[129],{"categories":4648},[235],{"categories":4650},[160],{"categories":4652},[],{"categories":4654},[235],{"categories":4656},[70],{"categories":4658},[],{"categories":4660},[138],{"categories":4662},[126],{"categories":4664},[],{"categories":4666},[70],{"categories":4668},[70],{"categories":4670},[70],{"categories":4672},[70],{"categories":4674},[70],{"categories":4676},[126],{"categories":4678},[121],{"categories":4680},[116],{"categories":4682},[70],{"categories":4684},[206],{"categories":4686},[138],{"categories":4688},[138],{"categories":4690},[70],{"categories":4692},[163],{"categories":4694},[126],{"categories":4696},[70],{"categories":4698},[70],{"categories":4700},[126],{"categories":4702},[70],{"categories":4704},[121],{"categories":4706},[206],{"categories":4708},[138],{"categories":4710},[126],{"categories":4712},[70],{"categories":4714},[129],{"categories":4716},[70],{"categories":4718},[126],{"categories":4720},[70],{"categories":4722},[70],{"categories":4724},[160],{"categories":4726},[70],{"categories":4728},[],{"categories":4730},[116],{"categories":4732},[70],{"categories":4734},[70],{"categories":4736},[70],{"categories":4738},[138],{"categories":4740},[138],{"categories":4742},[70],{"categories":4744},[138],{"categories":4746},[70],{"categories":4748},[126],{"categories":4750},[70],{"categories":4752},[70],{"categories":4754},[70],{"categories":4756},[70],{"categories":4758},[70],{"categories":4760},[],{"categories":4762},[70],{"categories":4764},[206],{"categories":4766},[121],{"categories":4768},[160],{"categories":4770},[70],{"categories":4772},[126],{"categories":4774},[70],{"categories":4776},[126],{"categories":4778},[70],{"categories":4780},[70],{"categories":4782},[206],{"categories":4784},[126],{"categories":4786},[70],{"categories":4788},[235],{"categories":4790},[70],{"categories":4792},[163],{"categories":4794},[70],{"categories":4796},[70],{"categories":4798},[160],{"categories":4800},[70],{"categories":4802},[70],{"categories":4804},[70],{"categories":4806},[70],{"categories":4808},[126],{"categories":4810},[272],{"categories":4812},[70],{"categories":4814},[138],{"categories":4816},[126],{"categories":4818},[163],{"categories":4820},[],{"categories":4822},[126],{"categories":4824},[138],{"categories":4826},[70],{"categories":4828},[70],{"categories":4830},[2183],{"categories":4832},[206],{"categories":4834},[301],{"categories":4836},[70],{"categories":4838},[70],{"categories":4840},[70],{"categories":4842},[70],{"categories":4844},[116],{"categories":4846},[70],{"categories":4848},[70],{"categories":4850},[138],{"categories":4852},[121],{"categories":4854},[138],{"categories":4856},[70],{"categories":4858},[],{"categories":4860},[126],{"categories":4862},[126],{"categories":4864},[70],{"categories":4866},[70],{"categories":4868},[163],{"categories":4870},[],{"categories":4872},[160],{"categories":4874},[],{"categories":4876},[160],{"categories":4878},[70],{"categories":4880},[70],{"categories":4882},[126],{"categories":4884},[70],{"categories":4886},[126],{"categories":4888},[126],{"categories":4890},[],{"categories":4892},[160],{"categories":4894},[70],{"categories":4896},[],{"categories":4898},[70],{"categories":4900},[70],{"categories":4902},[],{"categories":4904},[70],{"categories":4906},[206],{"categories":4908},[138],{"categories":4910},[126],{"categories":4912},[70],{"categories":4914},[70],{"categories":4916},[70],{"categories":4918},[235],{"categories":4920},[70],{"categories":4922},[70],{"categories":4924},[70],{"categories":4926},[116],{"categories":4928},[70],{"categories":4930},[70],{"categories":4932},[],{"categories":4934},[70],{"categories":4936},[70],{"categories":4938},[],{"categories":4940},[116],{"categories":4942},[70],{"categories":4944},[160],{"categories":4946},[138],{"categories":4948},[129],{"categories":4950},[443],{"categories":4952},[70],{"categories":4954},[70],{"categories":4956},[70],{"categories":4958},[138],{"categories":4960},[160],{"categories":4962},[206],{"categories":4964},[70],{"categories":4966},[70],{"categories":4968},[70],{"categories":4970},[70],{"categories":4972},[160],{"categories":4974},[206],{"categories":4976},[70],{"categories":4978},[70],{"categories":4980},[160],{"categories":4982},[206],{"categories":4984},[70],{"categories":4986},[160],{"categories":4988},[70],{"categories":4990},[126],{"categories":4992},[126],{"categories":4994},[126],{"categories":4996},[138],{"categories":4998},[160],{"categories":5000},[126],{"categories":5002},[126],{"categories":5004},[70],{"categories":5006},[138],{"categories":5008},[206],{"categories":5010},[70],{"categories":5012},[70],{"categories":5014},[70],{"categories":5016},[],{"categories":5018},[126],{"categories":5020},[],{"categories":5022},[70],{"categories":5024},[70],{"categories":5026},[],{"categories":5028},[],{"categories":5030},[126],{"categories":5032},[121],{"categories":5034},[126],{"categories":5036},[5037],"Liability & Ethics",{"categories":5039},[70],{"categories":5041},[70],{"categories":5043},[126],{"categories":5045},[116],{"categories":5047},[126],{"categories":5049},[121],{"categories":5051},[235],{"categories":5053},[126],{"categories":5055},[70],{"categories":5057},[70],{"categories":5059},[],{"categories":5061},[534],{"categories":5063},[126],{"categories":5065},[],{"categories":5067},[70],{"categories":5069},[116],{"categories":5071},[126],{"categories":5073},[],{"categories":5075},[126],{"categories":5077},[70],{"categories":5079},[70],{"categories":5081},[138],{"categories":5083},[70],{"categories":5085},[160],{"categories":5087},[70],{"categories":5089},[70],{"categories":5091},[126],{"categories":5093},[70],{"categories":5095},[70],{"categories":5097},[70],{"categories":5099},[160],{"categories":5101},[126],{"categories":5103},[138],{"categories":5105},[206],{"categories":5107},[116],{"categories":5109},[70],{"categories":5111},[70],{"categories":5113},[],{"categories":5115},[126],{"categories":5117},[126],{"categories":5119},[126],{"categories":5121},[443],{"categories":5123},[206],{"categories":5125},[126],{"categories":5127},[272],{"categories":5129},[138],{"categories":5131},[160],{"categories":5133},[70],{"categories":5135},[206],{"categories":5137},[70],{"categories":5139},[116],{"categories":5141},[],{"categories":5143},[126],{"categories":5145},[70],{"categories":5147},[70],{"categories":5149},[70],{"categories":5151},[126],{"categories":5153},[70],{"categories":5155},[206],{"categories":5157},[],{"categories":5159},[126],{"categories":5161},[129],{"categories":5163},[160],{"categories":5165},[126],{"categories":5167},[121],{"categories":5169},[],{"categories":5171},[70],{"categories":5173},[70],{"categories":5175},[129],{"categories":5177},[70],{"categories":5179},[126],{"categories":5181},[160],{"categories":5183},[116],{"categories":5185},[272],{"categories":5187},[70],{"categories":5189},[70],{"categories":5191},[70],{"categories":5193},[160],{"categories":5195},[121],{"categories":5197},[70],{"categories":5199},[206],{"categories":5201},[160],{"categories":5203},[272],{"categories":5205},[70],{"categories":5207},[126],{"categories":5209},[],{"categories":5211},[498],{"categories":5213},[],{"categories":5215},[70],{"categories":5217},[272],{"categories":5219},[70],{"categories":5221},[163],{"categories":5223},[126],{"categories":5225},[126],{"categories":5227},[5228],"Design News & Tools",{"categories":5230},[70],{"categories":5232},[160],{"categories":5234},[70],{"categories":5236},[70],{"categories":5238},[116],{"categories":5240},[70],{"categories":5242},[206],{"categories":5244},[126],{"categories":5246},[126],{"categories":5248},[206],{"categories":5250},[70],{"categories":5252},[443],{"categories":5254},[126],{"categories":5256},[70],{"categories":5258},[70],{"categories":5260},[443],{"categories":5262},[70],{"categories":5264},[235],{"categories":5266},[70],{"categories":5268},[126],{"categories":5270},[],{"categories":5272},[70],{"categories":5274},[70],{"categories":5276},[70],{"categories":5278},[160],{"categories":5280},[116],{"categories":5282},[],{"categories":5284},[70],{"categories":5286},[70],{"categories":5288},[70],{"categories":5290},[138],{"categories":5292},[559],{"categories":5294},[138],{"categories":5296},[206],{"categories":5298},[70],{"categories":5300},[70,126],{"categories":5302},[235,121],{"categories":5304},[138],{"categories":5306},[70],{"categories":5308},[70],{"categories":5310},[70],{"categories":5312},[70],{"categories":5314},[],{"categories":5316},[126],{"categories":5318},[70],{"categories":5320},[],{"categories":5322},[70],{"categories":5324},[138],{"categories":5326},[70],{"categories":5328},[138],{"categories":5330},[],{"categories":5332},[126],{"categories":5334},[70],{"categories":5336},[121],{"categories":5338},[70],{"categories":5340},[160],{"categories":5342},[70],{"categories":5344},[],{"categories":5346},[126],{"categories":5348},[70],{"categories":5350},[],{"categories":5352},[206],{"categories":5354},[70],{"categories":5356},[70],{"categories":5358},[126],{"categories":5360},[70],{"categories":5362},[70],{"categories":5364},[116],{"categories":5366},[126],{"categories":5368},[70],{"categories":5370},[],{"categories":5372},[272],{"categories":5374},[235],{"categories":5376},[121],{"categories":5378},[121],{"categories":5380},[70],{"categories":5382},[116],{"categories":5384},[116],{"categories":5386},[70],{"categories":5388},[126],{"categories":5390},[70],{"categories":5392},[70],{"categories":5394},[70],{"categories":5396},[70],{"categories":5398},[138],{"categories":5400},[70],{"categories":5402},[116],{"categories":5404},[70],{"categories":5406},[126],{"categories":5408},[70],{"categories":5410},[235],{"categories":5412},[70],{"categories":5414},[160],{"categories":5416},[70],{"categories":5418},[70],{"categories":5420},[126],{"categories":5422},[70],{"categories":5424},[126],{"categories":5426},[],{"categories":5428},[138],{"categories":5430},[],{"categories":5432},[138],{"categories":5434},[126],{"categories":5436},[116],{"categories":5438},[],{"categories":5440},[163],{"categories":5442},[272],{"categories":5444},[70],{"categories":5446},[138],{"categories":5448},[70],{"categories":5450},[],{"categories":5452},[160],{"categories":5454},[126],{"categories":5456},[138],{"categories":5458},[206],{"categories":5460},[70],{"categories":5462},[70],{"categories":5464},[126],{"categories":5466},[138],{"categories":5468},[126],{"categories":5470},[160],{"categories":5472},[70],{"categories":5474},[129],{"categories":5476},[116],{"categories":5478},[129],{"categories":5480},[160],{"categories":5482},[70],{"categories":5484},[138],{"categories":5486},[70],{"categories":5488},[206],{"categories":5490},[121],{"categories":5492},[70],{"categories":5494},[70],{"categories":5496},[70],{"categories":5498},[70],{"categories":5500},[70],{"categories":5502},[70],{"categories":5504},[126],{"categories":5506},[70],{"categories":5508},[126],{"categories":5510},[70],{"categories":5512},[70],{"categories":5514},[116],{"categories":5516},[70],{"categories":5518},[126],{"categories":5520},[126],{"categories":5522},[206],{"categories":5524},[126],{"categories":5526},[126],{"categories":5528},[116],{"categories":5530},[126],{"categories":5532},[206],{"categories":5534},[],{"categories":5536},[70],{"categories":5538},[163],{"categories":5540},[443],{"categories":5542},[70],{"categories":5544},[70],{"categories":5546},[70],{"categories":5548},[138],{"categories":5550},[70],{"categories":5552},[],{"categories":5554},[70],{"categories":5556},[126],{"categories":5558},[70],{"categories":5560},[235],{"categories":5562},[70],{"categories":5564},[160],{"categories":5566},[126],{"categories":5568},[70],{"categories":5570},[235],{"categories":5572},[126],{"categories":5574},[121],{"categories":5576},[121],{"categories":5578},[70],{"categories":5580},[70],{"categories":5582},[70],{"categories":5584},[70],{"categories":5586},[70],{"categories":5588},[116],{"categories":5590},[],{"categories":5592},[70],{"categories":5594},[70],{"categories":5596},[126],{"categories":5598},[126],{"categories":5600},[70],{"categories":5602},[70],{"categories":5604},[70],{"categories":5606},[138],{"categories":5608},[],{"categories":5610},[116],{"categories":5612},[70],{"categories":5614},[70],{"categories":5616},[126],{"categories":5618},[126],{"categories":5620},[],{"categories":5622},[138],{"categories":5624},[138],{"categories":5626},[70],{"categories":5628},[235],{"categories":5630},[121],{"categories":5632},[206],{"categories":5634},[],{"categories":5636},[70],{"categories":5638},[126],{"categories":5640},[116],{"categories":5642},[70],{"categories":5644},[70],{"categories":5646},[138],{"categories":5648},[116],{"categories":5650},[70],{"categories":5652},[70],{"categories":5654},[160],{"categories":5656},[163],{"categories":5658},[160],{"categories":5660},[126],{"categories":5662},[70],{"categories":5664},[],{"categories":5666},[160],{"categories":5668},[126],{"categories":5670},[206],{"categories":5672},[163],{"categories":5674},[70],{"categories":5676},[70],{"categories":5678},[],{"categories":5680},[126],{"categories":5682},[126],{"categories":5684},[126],{"categories":5686},[2938],{"categories":5688},[160],{"categories":5690},[70],{"categories":5692},[138],{"categories":5694},[70],{"categories":5696},[70],{"categories":5698},[70],{"categories":5700},[70],{"categories":5702},[121],{"categories":5704},[70],{"categories":5706},[116],{"categories":5708},[1699],{"categories":5710},[272],{"categories":5712},[116],{"categories":5714},[],{"categories":5716},[70],{"categories":5718},[],{"categories":5720},[160],{"categories":5722},[126],{"categories":5724},[206],{"categories":5726},[70],{"categories":5728},[70],{"categories":5730},[160],{"categories":5732},[],{"categories":5734},[126],{"categories":5736},[126],{"categories":5738},[126],{"categories":5740},[],{"categories":5742},[70],{"categories":5744},[],{"categories":5746},[160],{"categories":5748},[116],{"categories":5750},[206],{"categories":5752},[70],{"categories":5754},[126],{"categories":5756},[160],{"categories":5758},[70],{"categories":5760},[160],{"categories":5762},[],{"categories":5764},[160],{"categories":5766},[116],{"categories":5768},[443],{"categories":5770},[126],{"categories":5772},[70],{"categories":5774},[],{"categories":5776},[138],{"categories":5778},[126],{"categories":5780},[129],{"categories":5782},[126],{"categories":5784},[116],{"categories":5786},[],{"categories":5788},[],{"categories":5790},[],{"categories":5792},[206],{"categories":5794},[126],{"categories":5796},[70],{"categories":5798},[70],{"categories":5800},[],{"categories":5802},[],{"categories":5804},[],{"categories":5806},[70],{"categories":5808},[206],{"categories":5810},[70],{"categories":5812},[],{"categories":5814},[126],{"categories":5816},[70],{"categories":5818},[70],{"categories":5820},[116],{"categories":5822},[],{"categories":5824},[],{"categories":5826},[70],{"categories":5828},[206],{"categories":5830},[70],{"categories":5832},[160],{"categories":5834},[],{"categories":5836},[70],{"categories":5838},[235],{"categories":5840},[160],{"categories":5842},[235],{"categories":5844},[163],{"categories":5846},[70],{"categories":5848},[70],{"categories":5850},[],{"categories":5852},[],{"categories":5854},[126],{"categories":5856},[],{"categories":5858},[70],{"categories":5860},[443],{"categories":5862},[70],{"categories":5864},[70],{"categories":5866},[70],{"categories":5868},[70],{"categories":5870},[],{"categories":5872},[126],{"categories":5874},[70],{"categories":5876},[70],{"categories":5878},[],{"categories":5880},[126],{"categories":5882},[70],{"categories":5884},[160],{"categories":5886},[70],{"categories":5888},[235],{"categories":5890},[121],{"categories":5892},[70],{"categories":5894},[70],{"categories":5896},[126],{"categories":5898},[163],{"categories":5900},[126],{"categories":5902},[126],{"categories":5904},[],{"categories":5906},[126],{"categories":5908},[],{"categories":5910},[70],{"categories":5912},[],{"categories":5914},[160],{"categories":5916},[121],{"categories":5918},[],{"categories":5920},[70],{"categories":5922},[70],{"categories":5924},[],{"categories":5926},[206],{"categories":5928},[116],{"categories":5930},[],{"categories":5932},[121],{"categories":5934},[235],{"categories":5936},[70],{"categories":5938},[138],{"categories":5940},[116],{"categories":5942},[163],{"categories":5944},[121],{"categories":5946},[138],{"categories":5948},[126],{"categories":5950},[138],{"categories":5952},[],{"categories":5954},[70],{"categories":5956},[129],{"categories":5958},[70],{"categories":5960},[],{"categories":5962},[126],{"categories":5964},[116],{"categories":5966},[206],{"categories":5968},[70],{"categories":5970},[116],{"categories":5972},[126],{"categories":5974},[272],{"categories":5976},[70],{"categories":5978},[70],{"categories":5980},[70],{"categories":5982},[116],{"categories":5984},[163],{"categories":5986},[126],{"categories":5988},[],{"categories":5990},[70],{"categories":5992},[70],{"categories":5994},[70],{"categories":5996},[138],{"categories":5998},[126],{"categories":6000},[160],{"categories":6002},[138],{"categories":6004},[70],{"categories":6006},[129],{"categories":6008},[],{"categories":6010},[206],{"categories":6012},[138],{"categories":6014},[160],{"categories":6016},[116],{"categories":6018},[126],{"categories":6020},[70],{"categories":6022},[70],{"categories":6024},[126],{"categories":6026},[129],{"categories":6028},[70],{"categories":6030},[126],{"categories":6032},[70],{"categories":6034},[121],{"categories":6036},[126],{"categories":6038},[126,272],{"categories":6040},[70],{"categories":6042},[70],{"categories":6044},[126],{"categories":6046},[138],{"categories":6048},[70],{"categories":6050},[70],{"categories":6052},[163],{"categories":6054},[126],{"categories":6056},[235],{"categories":6058},[126],{"categories":6060},[121],{"categories":6062},[],{"categories":6064},[126],{"categories":6066},[70],{"categories":6068},[121],{"categories":6070},[],{"categories":6072},[],{"categories":6074},[138],{"categories":6076},[70],{"categories":6078},[70],{"categories":6080},[126],{"categories":6082},[163],{"categories":6084},[235],{"categories":6086},[70],{"categories":6088},[70],{"categories":6090},[126],{"categories":6092},[],{"categories":6094},[126],{"categories":6096},[160],{"categories":6098},[126],{"categories":6100},[70],{"categories":6102},[],{"categories":6104},[160],{"categories":6106},[138],{"categories":6108},[2938],{"categories":6110},[116],{"categories":6112},[138],{"categories":6114},[70],{"categories":6116},[126],{"categories":6118},[70],{"categories":6120},[70],{"categories":6122},[235],{"categories":6124},[138],{"categories":6126},[],{"categories":6128},[160],{"categories":6130},[70],{"categories":6132},[],{"categories":6134},[126],{"categories":6136},[70],{"categories":6138},[70],{"categories":6140},[70],{"categories":6142},[70],{"categories":6144},[126],{"categories":6146},[70],{"categories":6148},[70],{"categories":6150},[129],{"categories":6152},[70],{"categories":6154},[126],{"categories":6156},[70],{"categories":6158},[70],{"categories":6160},[70],{"categories":6162},[70],{"categories":6164},[70],{"categories":6166},[70],{"categories":6168},[70],{"categories":6170},[121],{"categories":6172},[],{"categories":6174},[129],{"categories":6176},[160],{"categories":6178},[126],{"categories":6180},[70],{"categories":6182},[138],{"categories":6184},[],{"categories":6186},[138],{"categories":6188},[138],{"categories":6190},[126],{"categories":6192},[138],{"categories":6194},[70],{"categories":6196},[70],{"categories":6198},[70],{"categories":6200},[126],{"categories":6202},[138],{"categories":6204},[70],{"categories":6206},[70],{"categories":6208},[70],{"categories":6210},[126],{"categories":6212},[160],{"categories":6214},[70],{"categories":6216},[70],{"categories":6218},[70],{"categories":6220},[121],{"categories":6222},[70],{"categories":6224},[126],{"categories":6226},[206],{"categories":6228},[],{"categories":6230},[70],{"categories":6232},[163],{"categories":6234},[126],{"categories":6236},[70],{"categories":6238},[70],{"categories":6240},[],{"categories":6242},[70],{"categories":6244},[70],{"categories":6246},[160],{"categories":6248},[70],{"categories":6250},[70],{"categories":6252},[126],{"categories":6254},[235],{"categories":6256},[],{"categories":6258},[],{"categories":6260},[138],{"categories":6262},[70],{"categories":6264},[160],{"categories":6266},[70],{"categories":6268},[138],{"categories":6270},[160],{"categories":6272},[70],{"categories":6274},[235],{"categories":6276},[163],{"categories":6278},[70],{"categories":6280},[70],{"categories":6282},[116],{"categories":6284},[126],{"categories":6286},[70],{"categories":6288},[70],{"categories":6290},[126],{"categories":6292},[126],{"categories":6294},[70],{"categories":6296},[121],{"categories":6298},[],{"categories":6300},[163],{"categories":6302},[70],{"categories":6304},[],{"categories":6306},[160],{"categories":6308},[70],{"categories":6310},[163],{"categories":6312},[70],{"categories":6314},[138],{"categories":6316},[138],{"categories":6318},[138],{"categories":6320},[126],{"categories":6322},[126],{"categories":6324},[70],{"categories":6326},[126],{"categories":6328},[70],{"categories":6330},[70],{"categories":6332},[206],{"categories":6334},[163],{"categories":6336},[163],{"categories":6338},[],{"categories":6340},[160],{"categories":6342},[70],{"categories":6344},[70],{"categories":6346},[138],{"categories":6348},[],{"categories":6350},[160],{"categories":6352},[160],{"categories":6354},[160],{"categories":6356},[],{"categories":6358},[126],{"categories":6360},[70],{"categories":6362},[],{"categories":6364},[116],{"categories":6366},[121],{"categories":6368},[],{"categories":6370},[70],{"categories":6372},[70],{"categories":6374},[],{"categories":6376},[138],{"categories":6378},[],{"categories":6380},[],{"categories":6382},[],{"categories":6384},[],{"categories":6386},[70],{"categories":6388},[160],{"categories":6390},[],{"categories":6392},[],{"categories":6394},[70],{"categories":6396},[70],{"categories":6398},[70],{"categories":6400},[163],{"categories":6402},[70],{"categories":6404},[163],{"categories":6406},[],{"categories":6408},[163],{"categories":6410},[163],{"categories":6412},[272],{"categories":6414},[126],{"categories":6416},[138],{"categories":6418},[],{"categories":6420},[],{"categories":6422},[163],{"categories":6424},[138],{"categories":6426},[138],{"categories":6428},[138],{"categories":6430},[],{"categories":6432},[116],{"categories":6434},[138],{"categories":6436},[138],{"categories":6438},[116],{"categories":6440},[138],{"categories":6442},[121],{"categories":6444},[138],{"categories":6446},[138],{"categories":6448},[138],{"categories":6450},[163],{"categories":6452},[160],{"categories":6454},[160],{"categories":6456},[70],{"categories":6458},[138],{"categories":6460},[163],{"categories":6462},[272],{"categories":6464},[163],{"categories":6466},[163],{"categories":6468},[163],{"categories":6470},[],{"categories":6472},[121],{"categories":6474},[],{"categories":6476},[272],{"categories":6478},[138],{"categories":6480},[138],{"categories":6482},[138],{"categories":6484},[126],{"categories":6486},[160,121],{"categories":6488},[163],{"categories":6490},[],{"categories":6492},[],{"categories":6494},[163],{"categories":6496},[],{"categories":6498},[163],{"categories":6500},[160],{"categories":6502},[126],{"categories":6504},[],{"categories":6506},[138],{"categories":6508},[70],{"categories":6510},[206],{"categories":6512},[],{"categories":6514},[70],{"categories":6516},[],{"categories":6518},[160],{"categories":6520},[116],{"categories":6522},[163],{"categories":6524},[],{"categories":6526},[138],{"categories":6528},[160],[6530,6597,6667,6743],{"id":6531,"title":6532,"ai":6533,"body":6539,"categories":6570,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":6571,"navigation":89,"path":6584,"published_at":6585,"question":71,"scraped_at":6586,"seo":6587,"sitemap":6588,"source_id":6589,"source_name":6578,"source_type":6590,"source_url":6591,"stem":6592,"tags":6593,"thumbnail_url":71,"tldr":6594,"tweet":71,"unknown_tags":6595,"__hash__":6596},"summaries\u002Fsummaries\u002Fca4513bbfe1df576-vs-code-terminal-upgrades-enable-seamless-agent-te-summary.md","VS Code Terminal Upgrades Enable Seamless Agent-Terminal Interaction",{"provider":7,"model":6534,"input_tokens":6535,"output_tokens":6536,"processing_time_ms":6537,"cost_usd":6538},"x-ai\u002Fgrok-4.1-fast",4658,1486,14527,0.00165195,{"type":14,"value":6540,"toc":6565},[6541,6545,6548,6552,6555,6559,6562],[17,6542,6544],{"id":6543},"automatic-prompt-detection-and-input-handling-in-background-terminals","Automatic Prompt Detection and Input Handling in Background Terminals",[22,6546,6547],{},"Agents now identify when hidden terminals pause for input—like a PowerShell read-host prompt asking for a name—and automatically supply responses (e.g., \"James Montemagno\") pulled from context. This reads back expected outputs (\"Hello, James Montemagno\") without exposing the terminal, keeping workflows uninterrupted. For long-running or background commands, agents gain full awareness via progress messages and notifications, eliminating blind execution.",[17,6549,6551],{"id":6550},"foreground-terminal-support-with-user-takeover","Foreground Terminal Support with User Takeover",[22,6553,6554],{},"When using your active (foreground) terminal, agents prompt for permission to run commands and detect if you intervene—one-click into the terminal pauses the agent, which waits for your input (e.g., typing the name manually). Once you submit, the agent auto-detects the update, continues reading outputs, and proceeds. A new \"focus terminal\" option lets you effortlessly seize control for sensitive commands, blending agent automation with hands-on needs.",[17,6556,6558],{"id":6557},"scaling-to-multi-prompt-interactive-tools","Scaling to Multi-Prompt Interactive Tools",[22,6560,6561],{},"Complex tools like npm init trigger detection of multiple sequential prompts (e.g., 9 questions: package name, version, description, entry point). Agents collect all answers upfront—user can accept defaults or customize (e.g., \"Tiny Tool Town\", \"tiniest tool town ever\")—then inject them into the terminal in real-time. Expose the terminal mid-process to watch inputs flow, making installers and REPLs feel native rather than clunky.",[22,6563,6564],{},"These features—smarter detection, foreground integration, and takeover controls—ship in the latest VS Code, transforming agent sessions from brittle to production-ready by respecting terminal realities.",{"title":63,"searchDepth":64,"depth":64,"links":6566},[6567,6568,6569],{"id":6543,"depth":64,"text":6544},{"id":6550,"depth":64,"text":6551},{"id":6557,"depth":64,"text":6558},[116],{"content_references":6572,"triage":6580},[6573,6577],{"type":6574,"title":6575,"url":6576,"context":83},"other","VS Code Release Notes","https:\u002F\u002Faka.ms\u002FVSCode\u002F116",{"type":77,"title":6578,"url":6579,"context":83},"Visual Studio Code","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fvscode",{"relevance":6581,"novelty":86,"quality":86,"actionability":86,"composite":6582,"reasoning":6583},5,4.35,"Category: AI Automation. The article discusses new features in VS Code that enhance agent interaction with terminals, addressing practical needs for developers integrating AI tools into their workflows. It provides specific examples of how these upgrades improve user experience and streamline processes, making it actionable for developers looking to implement these features.","\u002Fsummaries\u002Fca4513bbfe1df576-vs-code-terminal-upgrades-enable-seamless-agent-te-summary","2026-04-16 19:00:00","2026-04-19 01:19:28",{"title":6532,"description":63},{"loc":6584},"53f012626201917f","article","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=0Eq8m63Z5J0","summaries\u002Fca4513bbfe1df576-vs-code-terminal-upgrades-enable-seamless-agent-te-summary",[102,101,103],"New VS Code terminal tools let agents detect prompts in hidden\u002Fforeground terminals, auto-fill inputs or pause for user takeover, handling REPLs, installers, and multi-step commands like npm init without workflow breaks.",[],"FaJLxMiU1oUOaPPCspyXBSukPl4CxN_0rGLhT2hVAdA",{"id":6598,"title":6599,"ai":6600,"body":6605,"categories":6653,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":6654,"navigation":89,"path":6655,"published_at":6656,"question":71,"scraped_at":71,"seo":6657,"sitemap":6658,"source_id":6659,"source_name":6660,"source_type":6590,"source_url":6661,"stem":6662,"tags":6663,"thumbnail_url":71,"tldr":6664,"tweet":71,"unknown_tags":6665,"__hash__":6666},"summaries\u002Fsummaries\u002Fai-weekly-agents-browse-videos-go-timeline-free-summary.md","AI Weekly: Agents Browse, Videos Go Timeline-Free",{"provider":7,"model":6534,"input_tokens":6601,"output_tokens":6602,"processing_time_ms":6603,"cost_usd":6604},5284,1870,17890,0.00196915,{"type":14,"value":6606,"toc":6647},[6607,6611,6614,6617,6621,6624,6627,6631,6634,6637,6641,6644],[17,6608,6610],{"id":6609},"agentic-advances-for-web-mobile-and-desktop-tasks","Agentic Advances for Web, Mobile, and Desktop Tasks",[22,6612,6613],{},"Ai2's open-source MolmoWeb acts as a browsing agent that navigates sites and reads screens like humans to complete tasks—demo available at molmoweb.allen.ai. Anthropic's Claude mobile integrates tools like Amplitude, Canva, and Figma directly on phones, bypassing laptops. Claude Code's Auto Mode runs extended tasks by auto-approving safe actions and blocking risky ones, reducing interruptions. Anthropic's Computer Use (research preview for paid macOS users) lets Claude control desktops for task execution. Google Gemini imports memory and chat history from rival AIs to ease switching while preserving personalization.",[22,6615,6616],{},"These tools shift agents from chat-based to proactive interfaces, enabling production workflows on any device without constant oversight.",[17,6618,6620],{"id":6619},"video-and-visual-generation-without-traditional-editing","Video and Visual Generation Without Traditional Editing",[22,6622,6623],{},"ByteDance's CapCut Timeline-Free Video Studio creates and edits clips via plain-language prompts, eliminating timeline scrubbing. Seedance 2.0 video model now public via CapCut. Instagram's AI transitions animate still photo collections into video clips for Stories. Lovart's Move Object repositions image elements by drag-and-prompt. Luma Labs' Uni-1 reasons through prompts before generating images for precise adherence. Google's Lyria 3 Pro generates full 3-minute tracks parsing structures like verse, chorus, and bridge.",[22,6625,6626],{},"Outcome: Creators bypass complex editors—text prompts yield polished motion visuals, cutting production time from hours to seconds.",[17,6628,6630],{"id":6629},"voice-models-prioritize-speed-and-customization","Voice Models Prioritize Speed and Customization",[22,6632,6633],{},"Cohere's open-source Transcribe excels at multilingual audio-to-text for real-world accuracy. Google's Gemini 3.1 Flash Live powers real-time voice chats and low-latency agents; it also drives global Search Live for natural conversations. Mistral's Voxtral offers low-latency multilingual TTS in nine languages with voice fine-tuning. Smallest.ai's Lightning V3 TTS supports 15 languages, customizable via natural language for tone, pace, style. Suno v5.5 adds Voices, Custom Models, and My Taste for personalized music using your voice and style.",[22,6635,6636],{},"These enable fluid voice agents and content—faster than predecessors, with personalization that matches human variability.",[17,6638,6640],{"id":6639},"benchmarks-fails-and-content-automation-bonus","Benchmarks, Fails, and Content Automation Bonus",[22,6642,6643],{},"ARC-AGI-3 benchmark tests agents on novel problems (try at arcprize.org\u002Ftasks\u002Fls20). OpenAI shuts down Sora to refocus core business, validating skepticism on its social media pivot. AI fail: Gemini sycophancy persists post-prompt despite critique.",[22,6645,6646],{},"Paid bonus: Claude's Content Repurposer skill converts articles to platform-specific social posts (9 platforms including Instagram\u002FPinterest with image prompts). Customize via configurator for your voice, audience—download personalized file for one-click use, automating distribution without manual rewriting.",{"title":63,"searchDepth":64,"depth":64,"links":6648},[6649,6650,6651,6652],{"id":6609,"depth":64,"text":6610},{"id":6619,"depth":64,"text":6620},{"id":6629,"depth":64,"text":6630},{"id":6639,"depth":64,"text":6640},[160],{},"\u002Fsummaries\u002Fai-weekly-agents-browse-videos-go-timeline-free-summary","2026-04-08 21:21:17",{"title":6599,"description":63},{"loc":6655},"a73deb6a1510f711","Why Try AI","https:\u002F\u002Funknown","summaries\u002Fai-weekly-agents-browse-videos-go-timeline-free-summary",[101,102,104],"MolmoWeb enables human-like web navigation; CapCut drops timelines for text-based video editing; Gemini adds live voice and memory import; Claude gains desktop control—all in this week's releases.",[],"wIsdtZFhHLpDMgNdYql-n_LxSYScU3KniIkRo4xxn9Y",{"id":6668,"title":6669,"ai":6670,"body":6675,"categories":6720,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":6721,"navigation":89,"path":6729,"published_at":6730,"question":71,"scraped_at":6731,"seo":6732,"sitemap":6733,"source_id":6734,"source_name":6735,"source_type":6590,"source_url":6736,"stem":6737,"tags":6738,"thumbnail_url":71,"tldr":6740,"tweet":71,"unknown_tags":6741,"__hash__":6742},"summaries\u002Fsummaries\u002F79a8b9128fba52b9-anthropic-enables-auto-mode-by-default-in-claude-c-summary.md","Anthropic Enables Auto Mode by Default in Claude Code",{"provider":7,"model":8,"input_tokens":6671,"output_tokens":6672,"processing_time_ms":6673,"cost_usd":6674},5733,447,2308,0.00210375,{"type":14,"value":6676,"toc":6715},[6677,6681,6684,6688,6691,6695,6698,6712],[17,6678,6680],{"id":6679},"the-shift-to-autonomous-execution","The Shift to Autonomous Execution",[22,6682,6683],{},"Starting August 14, Anthropic is transitioning Claude Code to use \"auto mode\" by default for Pro, Max, and Team accounts. This feature allows the AI agent to execute sequences of commands without requiring explicit human approval at every step. The agent will only pause for human intervention if an action is flagged as destructive, irreversible, or directed outside the local environment.",[17,6685,6687],{"id":6686},"why-automation-outperforms-manual-review","Why Automation Outperforms Manual Review",[22,6689,6690],{},"Anthropic’s decision is driven by data suggesting that human oversight in coding agents is often ineffective due to \"approval fatigue.\" In a study involving 1,053 paid testers, human reviewers caught only 13.6% of harmful actions, whereas auto mode successfully identified 89%. This discrepancy is attributed to the tendency of users to habitually approve permission prompts, with data showing that users historically approved 97% of all requests presented to them.",[17,6692,6694],{"id":6693},"safety-and-control-mechanisms","Safety and Control Mechanisms",[22,6696,6697],{},"To mitigate the risks associated with increased autonomy, Anthropic has implemented several guardrails alongside the default auto mode:",[40,6699,6700,6706],{},[43,6701,6702,6705],{},[46,6703,6704],{},"Prompt Injection Screening:"," Built-in checks to prevent malicious inputs from compromising the agent.",[43,6707,6708,6711],{},[46,6709,6710],{},"Customizable Deny Rules:"," Users can define specific constraints to prevent the agent from accessing sensitive data or performing unauthorized operations.",[22,6713,6714],{},"Boris Cherny, Head of Claude Code, noted that the internal team has transitioned to using auto mode exclusively, suggesting that the reduction in friction significantly improves the developer experience without sacrificing security.",{"title":63,"searchDepth":64,"depth":64,"links":6716},[6717,6718,6719],{"id":6679,"depth":64,"text":6680},{"id":6686,"depth":64,"text":6687},{"id":6693,"depth":64,"text":6694},[70],{"content_references":6722,"triage":6726},[6723],{"type":77,"title":6724,"url":6725,"context":83},"Claude Code","https:\u002F\u002Fclaude.com\u002Fblog\u002Fauto-mode-default-in-claude-code",{"relevance":86,"novelty":85,"quality":86,"actionability":85,"composite":6727,"reasoning":6728},3.6,"Category: AI & LLMs. The article discusses a significant change in the functionality of Claude Code, which directly relates to AI tools and automation in coding. It provides insights into the effectiveness of auto mode versus manual review, which addresses a pain point for developers regarding oversight and efficiency.","\u002Fsummaries\u002F79a8b9128fba52b9-anthropic-enables-auto-mode-by-default-in-claude-c-summary","2026-08-09 19:20:32","2026-08-10 03:21:30",{"title":6669,"description":63},{"loc":6729},"79a8b9128fba52b9","TechCrunch — AI","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F08\u002F09\u002Fanthropic-is-turning-claude-codes-auto-mode-on-by-default\u002F","summaries\u002F79a8b9128fba52b9-anthropic-enables-auto-mode-by-default-in-claude-c-summary",[101,103,102,6739],"llm","Starting August 14, Anthropic will make 'auto mode' the default for Claude Code, citing higher safety efficacy compared to manual human review.",[],"xjG8EqOud2Bcqlz5xZZhNTBrwKBbTyH4CRBGb_u2guU",{"id":6744,"title":6745,"ai":6746,"body":6751,"categories":6825,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":6826,"navigation":89,"path":6835,"published_at":6836,"question":71,"scraped_at":6837,"seo":6838,"sitemap":6839,"source_id":6840,"source_name":6841,"source_type":97,"source_url":6842,"stem":6843,"tags":6844,"thumbnail_url":6845,"tldr":6846,"tweet":6847,"unknown_tags":6848,"__hash__":6849},"summaries\u002Fsummaries\u002Fd429111ee57dc79a-agentic-engineering-patterns-from-the-claude-certi-summary.md","Agentic Engineering Patterns from the Claude Certified Architect Exam",{"provider":7,"model":8,"input_tokens":6747,"output_tokens":6748,"processing_time_ms":6749,"cost_usd":6750},7206,635,2902,0.002754,{"type":14,"value":6752,"toc":6820},[6753,6757,6760,6768,6783,6787,6790,6793,6813,6817],[17,6754,6756],{"id":6755},"designing-robust-agentic-loops","Designing Robust Agentic Loops",[22,6758,6759],{},"The core of agentic engineering is not just writing loops, but designing them to handle the realities of LLM behavior. A common anti-pattern is treating an LLM as an autonomous executor that can run tools directly. In reality, the LLM is a probabilistic predictor that only outputs parameters for your code to execute.",[22,6761,6762,6763,6767],{},"To build reliable systems, you must branch your logic based on the ",[6764,6765,6766],"code",{},"stop_reason"," provided by the model. This is critical for two reasons:",[6769,6770,6771,6777],"ol",{},[43,6772,6773,6776],{},[46,6774,6775],{},"Tool Execution:"," You must detect when the model has stopped specifically to request a tool, execute that tool in your own code, and feed the result back into the loop.",[43,6778,6779,6782],{},[46,6780,6781],{},"Token Limits:"," You must monitor for partial responses caused by token exhaustion. If the model stops due to a limit, you must handle the incomplete output rather than assuming it is a finished task.",[17,6784,6786],{"id":6785},"context-discipline-and-specialization","Context Discipline and Specialization",[22,6788,6789],{},"Avoid the \"carpenter with every tool\" anti-pattern, where a single agent is overloaded with every available tool. This leads to confusion and poor performance. Instead, follow the principle of specialization: create sub-agents that perform one specific task with only the one or two tools they require.",[22,6791,6792],{},"Furthermore, maintain strict context hygiene to save costs and improve accuracy:",[40,6794,6795,6801,6807],{},[43,6796,6797,6800],{},[46,6798,6799],{},"Isolation:"," Fork sub-task outputs into separate threads. Only return the final summary to the main context to prevent \"context pollution.\"",[43,6802,6803,6806],{},[46,6804,6805],{},"Avoid Groupthink:"," When using a critic agent, provide only the claim and the evidence. Withholding the original reasoning prevents the agents from converging on a single, potentially flawed idea through a process similar to human groupthink.",[43,6808,6809,6812],{},[46,6810,6811],{},"Compaction:"," Implement token count checks. Once a threshold (e.g., 150,000 tokens) is reached, trigger compaction algorithms to condense the context window.",[17,6814,6816],{"id":6815},"production-efficiency","Production Efficiency",[22,6818,6819],{},"For CI\u002FCD pipelines, ensure agents are configured for non-interactive modes to prevent the system from pausing for human permission. Finally, leverage batch processing for non-urgent tasks. By running workloads in batch mode, you can achieve a 50% reduction in token costs, provided you can accommodate a 24-hour turnaround time.",{"title":63,"searchDepth":64,"depth":64,"links":6821},[6822,6823,6824],{"id":6755,"depth":64,"text":6756},{"id":6785,"depth":64,"text":6786},{"id":6815,"depth":64,"text":6816},[70],{"content_references":6827,"triage":6833},[6828,6832],{"type":77,"title":6829,"publisher":6830,"context":6831},"Claude Certified Architect Exam","Anthropic","reviewed",{"type":77,"title":6724,"publisher":6830,"context":83},{"relevance":6581,"novelty":86,"quality":86,"actionability":86,"composite":6582,"reasoning":6834},"Category: AI & LLMs. The article provides in-depth insights into designing robust AI agents, addressing specific pain points like managing context and handling execution failures, which are crucial for product builders. It offers actionable strategies such as creating specialized sub-agents and maintaining context hygiene, making it highly relevant and practical.","\u002Fsummaries\u002Fd429111ee57dc79a-agentic-engineering-patterns-from-the-claude-certi-summary","2026-08-08 16:00:06","2026-08-09 03:08:34",{"title":6745,"description":63},{"loc":6835},"d429111ee57dc79a","AI Engineer","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=Z-c11pV_uvU","summaries\u002Fd429111ee57dc79a-agentic-engineering-patterns-from-the-claude-certi-summary",[6739,102,101,103],"https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FZ-c11pV_uvU\u002Fhqdefault.jpg","Build robust AI agents by treating them as specialized, isolated units, managing context strictly, and designing loops that handle stop reasons rather than assuming successful execution.","This video breaks down the [Claude Certified Architect exam](https:\u002F\u002Fwww.anthropic.com\u002Fnews\u002Fclaude-certified-architect) by framing its production scenarios as a series of \"anti-patterns\" to avoid in agentic engineering. It focuses on practical architectural constraints—such as branching on stop reasons, maintaining specialized sub-agents, and managing context isolation—rather than just prompting tips.",[],"A7or30p27mCidPE6HNBVbxZYh74qQ44qbzLtEZeT3bg"]