[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-c97ce4c81701c61e-21-ai-native-low-code-and-no-code-tools-for-2026-summary":3,"summaries-facets-categories":200,"summary-related-c97ce4c81701c61e-21-ai-native-low-code-and-no-code-tools-for-2026-summary":4675},{"id":4,"title":5,"ai":6,"body":13,"categories":118,"created_at":120,"date_modified":120,"description":112,"extension":121,"faq":120,"featured":122,"kicker_label":120,"meta":123,"navigation":182,"path":183,"published_at":184,"question":120,"scraped_at":184,"seo":185,"sitemap":186,"source_id":187,"source_name":188,"source_type":189,"source_url":190,"stem":191,"tags":192,"thumbnail_url":120,"tldr":197,"tweet":120,"unknown_tags":198,"__hash__":199},"summaries\u002Fsummaries\u002Fc97ce4c81701c61e-21-ai-native-low-code-and-no-code-tools-for-2026-summary.md","21 AI-Native Low-Code and No-Code Tools for 2026",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",9345,1613,5716,0.00475575,{"type":14,"value":15,"toc":111},"minimark",[16,21,25,29,32,104,108],[17,18,20],"h2",{"id":19},"the-shift-to-ai-native-development","The Shift to AI-Native Development",[22,23,24],"p",{},"In 2026, the low-code and no-code landscape has moved beyond simple drag-and-drop interfaces. These platforms now function as AI-native development environments where built-in assistants translate natural language prompts into working applications, agents, or automated workflows. The primary value proposition is speed: reducing the development lifecycle from weeks to hours by abstracting away the boilerplate of backend, database, and UI construction.",[17,26,28],{"id":27},"categorizing-the-ai-enabled-tooling-stack","Categorizing the AI-Enabled Tooling Stack",[22,30,31],{},"Tools are best categorized by their primary function in the development lifecycle:",[33,34,35,65,87],"ul",{},[36,37,38,42,43,46,47,50,51,54,55,46,58,50,61,64],"li",{},[39,40,41],"strong",{},"App and UI Builders:"," These tools focus on rapid prototyping and deployment. Platforms like ",[39,44,45],{},"Atoms",", ",[39,48,49],{},"Lovable",", and ",[39,52,53],{},"Bolt.new"," allow users to generate full-stack applications (frontend, backend, and database) from text prompts. Others, such as ",[39,56,57],{},"Bubble",[39,59,60],{},"Adalo",[39,62,63],{},"v0",", specialize in visual interface design and mobile-native outputs, making them suitable for founders and designers who need functional products without manual coding.",[36,66,67,70,71,74,75,78,79,82,83,86],{},[39,68,69],{},"Workflow Automation and Agents:"," These platforms manage the \"glue\" between services. While ",[39,72,73],{},"Zapier"," and ",[39,76,77],{},"Make"," remain the standard for trigger-and-action automations, newer entrants like ",[39,80,81],{},"Lindy"," focus on autonomous agents capable of judgment-based tasks (e.g., email triage or meeting preparation). ",[39,84,85],{},"n8n"," provides an open-source, self-hosted alternative for teams requiring stricter data control.",[36,88,89,92,93,74,96,99,100,103],{},[39,90,91],{},"Machine Learning and Model Platforms:"," These tools democratize model training and deployment. ",[39,94,95],{},"Google Vertex AI",[39,97,98],{},"Amazon SageMaker"," offer no-code\u002Flow-code interfaces for building and deploying models, while ",[39,101,102],{},"Teachable Machine"," serves as a lightweight, browser-based entry point for prototyping recognition models.",[17,105,107],{"id":106},"strategic-selection-criteria","Strategic Selection Criteria",[22,109,110],{},"Choosing the right tool requires matching the platform to your existing stack and specific project requirements. Rather than seeking a single \"all-in-one\" solution, builders should combine specialized platforms—for example, using a UI builder for the frontend and an automation tool for backend logic. The goal is to remove the friction between an idea and a live, revenue-ready product, with the understanding that these tools are designed to accelerate production, not replace the need for architectural decision-making.",{"title":112,"searchDepth":113,"depth":113,"links":114},"",2,[115,116,117],{"id":19,"depth":113,"text":20},{"id":27,"depth":113,"text":28},{"id":106,"depth":113,"text":107},[119],"AI Automation",null,"md",false,{"content_references":124,"triage":177},[125,129,131,133,136,139,141,143,146,148,151,153,155,157,160,162,165,167,169,172,174],{"type":126,"title":45,"url":127,"context":128},"tool","https:\u002F\u002Ftinyurl.com\u002Fms4xwdj4?via=marktechpost","mentioned",{"type":126,"title":57,"url":130,"context":128},"https:\u002F\u002Fbubble.io\u002F",{"type":126,"title":60,"url":132,"context":128},"https:\u002F\u002Fwww.adalo.com\u002F",{"type":126,"title":134,"url":135,"context":128},"Glide","https:\u002F\u002Fwww.glideapps.com\u002F",{"type":126,"title":137,"url":138,"context":128},"Softr","https:\u002F\u002Fwww.softr.io\u002F",{"type":126,"title":49,"url":140,"context":128},"https:\u002F\u002Flovable.dev\u002F",{"type":126,"title":53,"url":142,"context":128},"https:\u002F\u002Fbolt.new\u002F",{"type":126,"title":144,"url":145,"context":128},"Replit","https:\u002F\u002Freplit.com\u002F",{"type":126,"title":63,"url":147,"context":128},"https:\u002F\u002Fv0.app\u002F",{"type":126,"title":149,"url":150,"context":128},"Appy Pie","https:\u002F\u002Fwww.appypie.com\u002F",{"type":126,"title":73,"url":152,"context":128},"https:\u002F\u002Fzapier.com\u002F",{"type":126,"title":77,"url":154,"context":128},"https:\u002F\u002Fwww.make.com\u002F",{"type":126,"title":85,"url":156,"context":128},"https:\u002F\u002Fn8n.io\u002F",{"type":126,"title":158,"url":159,"context":128},"Microsoft Power Automate","https:\u002F\u002Fwww.microsoft.com\u002Fen-us\u002Fpower-platform\u002Fproducts\u002Fpower-automate",{"type":126,"title":81,"url":161,"context":128},"https:\u002F\u002Fwww.lindy.ai\u002F",{"type":126,"title":163,"url":164,"context":128},"Airtable","https:\u002F\u002Fwww.airtable.com\u002F",{"type":126,"title":95,"url":166,"context":128},"https:\u002F\u002Fcloud.google.com\u002Fvertex-ai",{"type":126,"title":98,"url":168,"context":128},"https:\u002F\u002Faws.amazon.com\u002Fsagemaker\u002F",{"type":126,"title":170,"url":171,"context":128},"Microsoft Foundry","https:\u002F\u002Fazure.microsoft.com\u002Fen-us\u002Fproducts\u002Fai-foundry",{"type":126,"title":102,"url":173,"context":128},"https:\u002F\u002Fteachablemachine.withgoogle.com\u002F",{"type":126,"title":175,"url":176,"context":128},"Jotform AI","https:\u002F\u002Fwww.jotform.com\u002Fai\u002F",{"relevance":178,"novelty":179,"quality":178,"actionability":178,"composite":180,"reasoning":181},4,3,3.8,"Category: AI Automation. The article discusses the evolution of low-code\u002Fno-code platforms into AI-native environments, addressing a specific audience pain point of needing efficient tools for building AI-powered products. It provides actionable insights on selecting the right tools based on project requirements, which is valuable for product builders.",true,"\u002Fsummaries\u002Fc97ce4c81701c61e-21-ai-native-low-code-and-no-code-tools-for-2026-summary","2026-06-07 12:56:24",{"title":5,"description":112},{"loc":183},"c97ce4c81701c61e","MarkTechPost","article","https:\u002F\u002Fwww.marktechpost.com\u002F2026\u002F06\u002F07\u002Fbest-21-low-code-and-no-code-ai-tools-in-2026\u002F","summaries\u002Fc97ce4c81701c61e-21-ai-native-low-code-and-no-code-tools-for-2026-summary",[193,194,195,196],"ai-tools","automation","product-strategy","no-code","Modern low-code\u002Fno-code platforms have evolved into AI-native development environments that allow users to build, automate, and deploy functional applications from natural language prompts, significantly reducing the time from concept to production.",[196],"bVsqCOpYySYMVMTK3Zzk8PUaKW-rq1qvhv7Uv-hoXcI",[201,204,207,210,212,215,217,219,221,223,225,227,230,232,234,236,238,240,242,244,246,248,250,252,254,256,259,262,264,266,268,270,273,275,277,279,282,284,286,288,290,292,294,296,298,300,302,304,307,309,311,313,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,397,399,401,403,405,407,409,411,413,415,417,419,421,423,425,427,429,431,433,435,437,439,441,443,445,447,449,451,453,455,457,459,461,463,465,467,469,471,473,475,477,479,481,483,485,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4213,4215,4217,4219,4221,4223,4225,4227,4229,4231,4233,4235,4237,4239,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4451,4453,4455,4457,4459,4461,4463,4465,4467,4469,4471,4473,4475,4477,4479,4481,4483,4485,4487,4489,4491,4493,4495,4497,4499,4501,4503,4505,4507,4509,4511,4513,4515,4517,4519,4521,4523,4525,4527,4529,4531,4533,4535,4537,4539,4541,4543,4545,4547,4549,4551,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4597,4599,4601,4603,4605,4607,4609,4611,4613,4615,4617,4619,4621,4623,4625,4627,4629,4631,4633,4635,4637,4639,4641,4643,4645,4647,4649,4651,4653,4655,4657,4659,4661,4663,4665,4667,4669,4671,4673],{"categories":202},[203],"Developer Productivity",{"categories":205},[206],"Business & SaaS",{"categories":208},[209],"AI & LLMs",{"categories":211},[119],{"categories":213},[214],"Product Strategy",{"categories":216},[209],{"categories":218},[203],{"categories":220},[206],{"categories":222},[],{"categories":224},[209],{"categories":226},[],{"categories":228},[229],"AI News & Trends",{"categories":231},[119],{"categories":233},[119],{"categories":235},[229],{"categories":237},[119],{"categories":239},[119],{"categories":241},[119],{"categories":243},[209],{"categories":245},[209],{"categories":247},[209],{"categories":249},[229],{"categories":251},[209],{"categories":253},[209],{"categories":255},[],{"categories":257},[258],"Design & Frontend",{"categories":260},[261],"Data Science & Visualization",{"categories":263},[229],{"categories":265},[209],{"categories":267},[],{"categories":269},[209],{"categories":271},[272],"Software Engineering",{"categories":274},[209],{"categories":276},[119],{"categories":278},[209],{"categories":280},[281],"Marketing & Growth",{"categories":283},[258],{"categories":285},[209],{"categories":287},[119],{"categories":289},[],{"categories":291},[],{"categories":293},[258],{"categories":295},[119],{"categories":297},[203],{"categories":299},[272],{"categories":301},[258],{"categories":303},[209],{"categories":305},[306],"DevOps & Cloud",{"categories":308},[119],{"categories":310},[229],{"categories":312},[209],{"categories":314},[],{"categories":316},[],{"categories":318},[119],{"categories":320},[272],{"categories":322},[],{"categories":324},[206],{"categories":326},[],{"categories":328},[],{"categories":330},[209],{"categories":332},[119],{"categories":334},[209],{"categories":336},[209],{"categories":338},[119],{"categories":340},[209],{"categories":342},[209],{"categories":344},[209],{"categories":346},[],{"categories":348},[272],{"categories":350},[],{"categories":352},[],{"categories":354},[272],{"categories":356},[],{"categories":358},[272],{"categories":360},[209],{"categories":362},[209],{"categories":364},[281],{"categories":366},[258],{"categories":368},[258],{"categories":370},[209],{"categories":372},[272],{"categories":374},[119],{"categories":376},[272],{"categories":378},[209],{"categories":380},[209],{"categories":382},[119],{"categories":384},[119],{"categories":386},[261],{"categories":388},[229],{"categories":390},[119],{"categories":392},[119],{"categories":394},[281],{"categories":396},[119],{"categories":398},[214],{"categories":400},[272],{"categories":402},[],{"categories":404},[119],{"categories":406},[],{"categories":408},[119],{"categories":410},[272],{"categories":412},[306],{"categories":414},[258],{"categories":416},[209],{"categories":418},[],{"categories":420},[272],{"categories":422},[209],{"categories":424},[],{"categories":426},[119],{"categories":428},[],{"categories":430},[209],{"categories":432},[],{"categories":434},[203],{"categories":436},[272],{"categories":438},[206],{"categories":440},[209],{"categories":442},[209],{"categories":444},[229],{"categories":446},[209],{"categories":448},[],{"categories":450},[209],{"categories":452},[],{"categories":454},[272],{"categories":456},[261],{"categories":458},[],{"categories":460},[209],{"categories":462},[258],{"categories":464},[],{"categories":466},[258],{"categories":468},[119],{"categories":470},[],{"categories":472},[209],{"categories":474},[209],{"categories":476},[119],{"categories":478},[229],{"categories":480},[206],{"categories":482},[209],{"categories":484},[],{"categories":486},[272],{"categories":488},[119],{"categories":490},[209],{"categories":492},[214],{"categories":494},[],{"categories":496},[209],{"categories":498},[214],{"categories":500},[119],{"categories":502},[209],{"categories":504},[119],{"categories":506},[],{"categories":508},[261],{"categories":510},[209],{"categories":512},[],{"categories":514},[203],{"categories":516},[209],{"categories":518},[206],{"categories":520},[209],{"categories":522},[119],{"categories":524},[209],{"categories":526},[272],{"categories":528},[209],{"categories":530},[],{"categories":532},[],{"categories":534},[209],{"categories":536},[209],{"categories":538},[],{"categories":540},[258],{"categories":542},[],{"categories":544},[209],{"categories":546},[],{"categories":548},[119],{"categories":550},[209],{"categories":552},[258],{"categories":554},[],{"categories":556},[209],{"categories":558},[209],{"categories":560},[206],{"categories":562},[119],{"categories":564},[209],{"categories":566},[209],{"categories":568},[258],{"categories":570},[119],{"categories":572},[],{"categories":574},[119],{"categories":576},[],{"categories":578},[229],{"categories":580},[],{"categories":582},[209],{"categories":584},[206,281],{"categories":586},[],{"categories":588},[209],{"categories":590},[119],{"categories":592},[],{"categories":594},[],{"categories":596},[258],{"categories":598},[209],{"categories":600},[],{"categories":602},[209],{"categories":604},[306],{"categories":606},[],{"categories":608},[229],{"categories":610},[258],{"categories":612},[],{"categories":614},[229],{"categories":616},[209],{"categories":618},[119],{"categories":620},[229],{"categories":622},[209],{"categories":624},[281],{"categories":626},[],{"categories":628},[206],{"categories":630},[272],{"categories":632},[209],{"categories":634},[119],{"categories":636},[],{"categories":638},[209,306],{"categories":640},[209],{"categories":642},[209],{"categories":644},[209],{"categories":646},[119],{"categories":648},[209,272],{"categories":650},[261],{"categories":652},[209],{"categories":654},[272],{"categories":656},[281],{"categories":658},[119],{"categories":660},[209],{"categories":662},[119],{"categories":664},[],{"categories":666},[119],{"categories":668},[209],{"categories":670},[209,206],{"categories":672},[206],{"categories":674},[],{"categories":676},[258],{"categories":678},[258],{"categories":680},[],{"categories":682},[],{"categories":684},[229],{"categories":686},[],{"categories":688},[203],{"categories":690},[209],{"categories":692},[272],{"categories":694},[209],{"categories":696},[258],{"categories":698},[119],{"categories":700},[272],{"categories":702},[229],{"categories":704},[258],{"categories":706},[],{"categories":708},[209],{"categories":710},[209],{"categories":712},[209],{"categories":714},[209],{"categories":716},[209],{"categories":718},[209],{"categories":720},[229],{"categories":722},[203],{"categories":724},[209],{"categories":726},[119],{"categories":728},[306],{"categories":730},[258],{"categories":732},[209],{"categories":734},[119],{"categories":736},[],{"categories":738},[],{"categories":740},[258],{"categories":742},[229],{"categories":744},[261],{"categories":746},[],{"categories":748},[209],{"categories":750},[209],{"categories":752},[206],{"categories":754},[209],{"categories":756},[209],{"categories":758},[209],{"categories":760},[229],{"categories":762},[258],{"categories":764},[],{"categories":766},[119],{"categories":768},[272],{"categories":770},[],{"categories":772},[209],{"categories":774},[209],{"categories":776},[119],{"categories":778},[272],{"categories":780},[209],{"categories":782},[],{"categories":784},[],{"categories":786},[209],{"categories":788},[],{"categories":790},[214],{"categories":792},[206],{"categories":794},[119],{"categories":796},[119],{"categories":798},[],{"categories":800},[203],{"categories":802},[209],{"categories":804},[206],{"categories":806},[229],{"categories":808},[203],{"categories":810},[],{"categories":812},[209],{"categories":814},[],{"categories":816},[],{"categories":818},[229],{"categories":820},[229],{"categories":822},[],{"categories":824},[258],{"categories":826},[272],{"categories":828},[],{"categories":830},[206],{"categories":832},[],{"categories":834},[],{"categories":836},[203],{"categories":838},[],{"categories":840},[281],{"categories":842},[119],{"categories":844},[206],{"categories":846},[119],{"categories":848},[272],{"categories":850},[],{"categories":852},[214],{"categories":854},[258],{"categories":856},[272],{"categories":858},[209],{"categories":860},[119],{"categories":862},[206],{"categories":864},[209],{"categories":866},[],{"categories":868},[],{"categories":870},[272],{"categories":872},[261],{"categories":874},[214],{"categories":876},[119],{"categories":878},[209],{"categories":880},[],{"categories":882},[306],{"categories":884},[],{"categories":886},[119],{"categories":888},[],{"categories":890},[203],{"categories":892},[],{"categories":894},[209],{"categories":896},[209],{"categories":898},[258],{"categories":900},[281],{"categories":902},[272],{"categories":904},[119],{"categories":906},[],{"categories":908},[272],{"categories":910},[203],{"categories":912},[],{"categories":914},[229],{"categories":916},[209,306],{"categories":918},[209],{"categories":920},[229],{"categories":922},[209],{"categories":924},[209],{"categories":926},[206],{"categories":928},[209],{"categories":930},[],{"categories":932},[209],{"categories":934},[206],{"categories":936},[209],{"categories":938},[],{"categories":940},[119],{"categories":942},[272],{"categories":944},[258],{"categories":946},[229],{"categories":948},[261],{"categories":950},[209],{"categories":952},[203],{"categories":954},[209],{"categories":956},[119],{"categories":958},[272],{"categories":960},[],{"categories":962},[],{"categories":964},[119],{"categories":966},[214],{"categories":968},[],{"categories":970},[209],{"categories":972},[],{"categories":974},[258],{"categories":976},[119],{"categories":978},[272],{"categories":980},[258],{"categories":982},[209],{"categories":984},[258],{"categories":986},[],{"categories":988},[],{"categories":990},[229],{"categories":992},[119],{"categories":994},[119],{"categories":996},[209],{"categories":998},[209],{"categories":1000},[209],{"categories":1002},[206],{"categories":1004},[209],{"categories":1006},[],{"categories":1008},[272],{"categories":1010},[272],{"categories":1012},[206],{"categories":1014},[],{"categories":1016},[209],{"categories":1018},[209],{"categories":1020},[119],{"categories":1022},[203],{"categories":1024},[206],{"categories":1026},[229],{"categories":1028},[119],{"categories":1030},[281],{"categories":1032},[209],{"categories":1034},[119],{"categories":1036},[],{"categories":1038},[258],{"categories":1040},[],{"categories":1042},[209],{"categories":1044},[209],{"categories":1046},[],{"categories":1048},[206],{"categories":1050},[119],{"categories":1052},[],{"categories":1054},[209],{"categories":1056},[306],{"categories":1058},[261],{"categories":1060},[272],{"categories":1062},[281],{"categories":1064},[209],{"categories":1066},[258],{"categories":1068},[209],{"categories":1070},[272],{"categories":1072},[119],{"categories":1074},[],{"categories":1076},[],{"categories":1078},[119],{"categories":1080},[203],{"categories":1082},[119],{"categories":1084},[214],{"categories":1086},[206],{"categories":1088},[],{"categories":1090},[209],{"categories":1092},[214],{"categories":1094},[209],{"categories":1096},[209],{"categories":1098},[209],{"categories":1100},[209],{"categories":1102},[281],{"categories":1104},[209],{"categories":1106},[209],{"categories":1108},[209],{"categories":1110},[258],{"categories":1112},[119],{"categories":1114},[],{"categories":1116},[],{"categories":1118},[306],{"categories":1120},[272],{"categories":1122},[],{"categories":1124},[119],{"categories":1126},[209],{"categories":1128},[258,209],{"categories":1130},[203],{"categories":1132},[],{"categories":1134},[209],{"categories":1136},[203],{"categories":1138},[258],{"categories":1140},[119],{"categories":1142},[272],{"categories":1144},[],{"categories":1146},[209],{"categories":1148},[],{"categories":1150},[],{"categories":1152},[209],{"categories":1154},[203],{"categories":1156},[209],{"categories":1158},[],{"categories":1160},[119],{"categories":1162},[214],{"categories":1164},[209],{"categories":1166},[209],{"categories":1168},[209],{"categories":1170},[258],{"categories":1172},[119],{"categories":1174},[306],{"categories":1176},[258],{"categories":1178},[206],{"categories":1180},[119],{"categories":1182},[209],{"categories":1184},[209],{"categories":1186},[209],{"categories":1188},[119],{"categories":1190},[272],{"categories":1192},[209],{"categories":1194},[214],{"categories":1196},[],{"categories":1198},[229],{"categories":1200},[],{"categories":1202},[214],{"categories":1204},[119],{"categories":1206},[258],{"categories":1208},[209],{"categories":1210},[209],{"categories":1212},[119],{"categories":1214},[272],{"categories":1216},[258],{"categories":1218},[119],{"categories":1220},[229],{"categories":1222},[],{"categories":1224},[209],{"categories":1226},[],{"categories":1228},[209],{"categories":1230},[258],{"categories":1232},[209],{"categories":1234},[203],{"categories":1236},[229],{"categories":1238},[209],{"categories":1240},[281],{"categories":1242},[209],{"categories":1244},[209],{"categories":1246},[119],{"categories":1248},[119],{"categories":1250},[209],{"categories":1252},[119],{"categories":1254},[119],{"categories":1256},[209],{"categories":1258},[209],{"categories":1260},[119],{"categories":1262},[258],{"categories":1264},[209],{"categories":1266},[209],{"categories":1268},[],{"categories":1270},[],{"categories":1272},[272],{"categories":1274},[],{"categories":1276},[203],{"categories":1278},[306],{"categories":1280},[209],{"categories":1282},[],{"categories":1284},[203],{"categories":1286},[206],{"categories":1288},[209],{"categories":1290},[281],{"categories":1292},[],{"categories":1294},[206],{"categories":1296},[],{"categories":1298},[209],{"categories":1300},[272],{"categories":1302},[],{"categories":1304},[],{"categories":1306},[],{"categories":1308},[],{"categories":1310},[209],{"categories":1312},[119],{"categories":1314},[306],{"categories":1316},[203],{"categories":1318},[272],{"categories":1320},[209],{"categories":1322},[209],{"categories":1324},[272],{"categories":1326},[214],{"categories":1328},[209],{"categories":1330},[281],{"categories":1332},[206],{"categories":1334},[209],{"categories":1336},[209],{"categories":1338},[209],{"categories":1340},[209,203],{"categories":1342},[272],{"categories":1344},[272],{"categories":1346},[258],{"categories":1348},[119],{"categories":1350},[209],{"categories":1352},[209],{"categories":1354},[],{"categories":1356},[],{"categories":1358},[209],{"categories":1360},[],{"categories":1362},[272],{"categories":1364},[261],{"categories":1366},[229],{"categories":1368},[258],{"categories":1370},[209],{"categories":1372},[272],{"categories":1374},[],{"categories":1376},[209],{"categories":1378},[209],{"categories":1380},[],{"categories":1382},[119],{"categories":1384},[209],{"categories":1386},[209],{"categories":1388},[],{"categories":1390},[119],{"categories":1392},[209],{"categories":1394},[206],{"categories":1396},[],{"categories":1398},[203],{"categories":1400},[209],{"categories":1402},[203],{"categories":1404},[209],{"categories":1406},[272],{"categories":1408},[281],{"categories":1410},[119],{"categories":1412},[119],{"categories":1414},[209,258],{"categories":1416},[229],{"categories":1418},[209],{"categories":1420},[258],{"categories":1422},[],{"categories":1424},[272],{"categories":1426},[306],{"categories":1428},[258],{"categories":1430},[272],{"categories":1432},[209],{"categories":1434},[209],{"categories":1436},[119],{"categories":1438},[],{"categories":1440},[],{"categories":1442},[],{"categories":1444},[],{"categories":1446},[272],{"categories":1448},[119],{"categories":1450},[119],{"categories":1452},[306],{"categories":1454},[209],{"categories":1456},[209],{"categories":1458},[119],{"categories":1460},[209],{"categories":1462},[209],{"categories":1464},[],{"categories":1466},[258],{"categories":1468},[272],{"categories":1470},[],{"categories":1472},[],{"categories":1474},[119],{"categories":1476},[],{"categories":1478},[],{"categories":1480},[281],{"categories":1482},[281],{"categories":1484},[119],{"categories":1486},[272],{"categories":1488},[],{"categories":1490},[209],{"categories":1492},[209],{"categories":1494},[272],{"categories":1496},[258],{"categories":1498},[258],{"categories":1500},[119],{"categories":1502},[203],{"categories":1504},[209],{"categories":1506},[209],{"categories":1508},[258],{"categories":1510},[258],{"categories":1512},[119],{"categories":1514},[119],{"categories":1516},[209],{"categories":1518},[],{"categories":1520},[209],{"categories":1522},[],{"categories":1524},[209],{"categories":1526},[119],{"categories":1528},[229],{"categories":1530},[272],{"categories":1532},[209],{"categories":1534},[203],{"categories":1536},[209],{"categories":1538},[],{"categories":1540},[119],{"categories":1542},[119],{"categories":1544},[],{"categories":1546},[209],{"categories":1548},[203],{"categories":1550},[209],{"categories":1552},[203],{"categories":1554},[203],{"categories":1556},[],{"categories":1558},[272],{"categories":1560},[],{"categories":1562},[119],{"categories":1564},[229],{"categories":1566},[209],{"categories":1568},[119],{"categories":1570},[209],{"categories":1572},[119],{"categories":1574},[209],{"categories":1576},[229],{"categories":1578},[261],{"categories":1580},[209],{"categories":1582},[214],{"categories":1584},[229],{"categories":1586},[258],{"categories":1588},[],{"categories":1590},[],{"categories":1592},[229],{"categories":1594},[],{"categories":1596},[],{"categories":1598},[],{"categories":1600},[],{"categories":1602},[272],{"categories":1604},[272],{"categories":1606},[261],{"categories":1608},[],{"categories":1610},[209],{"categories":1612},[209],{"categories":1614},[261],{"categories":1616},[272],{"categories":1618},[],{"categories":1620},[],{"categories":1622},[119],{"categories":1624},[119],{"categories":1626},[272],{"categories":1628},[119],{"categories":1630},[229],{"categories":1632},[229],{"categories":1634},[119],{"categories":1636},[119],{"categories":1638},[203],{"categories":1640},[209,306],{"categories":1642},[],{"categories":1644},[258],{"categories":1646},[272],{"categories":1648},[203],{"categories":1650},[119],{"categories":1652},[258],{"categories":1654},[],{"categories":1656},[119],{"categories":1658},[119],{"categories":1660},[209],{"categories":1662},[281],{"categories":1664},[272],{"categories":1666},[258],{"categories":1668},[209],{"categories":1670},[],{"categories":1672},[119],{"categories":1674},[258],{"categories":1676},[209],{"categories":1678},[119],{"categories":1680},[119],{"categories":1682},[119],{"categories":1684},[281],{"categories":1686},[261],{"categories":1688},[209],{"categories":1690},[119],{"categories":1692},[209],{"categories":1694},[],{"categories":1696},[281],{"categories":1698},[229],{"categories":1700},[272],{"categories":1702},[209],{"categories":1704},[119],{"categories":1706},[],{"categories":1708},[],{"categories":1710},[209],{"categories":1712},[119],{"categories":1714},[209],{"categories":1716},[229],{"categories":1718},[209],{"categories":1720},[119],{"categories":1722},[119],{"categories":1724},[],{"categories":1726},[209],{"categories":1728},[],{"categories":1730},[],{"categories":1732},[209],{"categories":1734},[119],{"categories":1736},[],{"categories":1738},[],{"categories":1740},[261],{"categories":1742},[209],{"categories":1744},[261],{"categories":1746},[229],{"categories":1748},[209],{"categories":1750},[209],{"categories":1752},[119],{"categories":1754},[209],{"categories":1756},[119],{"categories":1758},[],{"categories":1760},[],{"categories":1762},[306],{"categories":1764},[209],{"categories":1766},[],{"categories":1768},[],{"categories":1770},[203],{"categories":1772},[],{"categories":1774},[],{"categories":1776},[209],{"categories":1778},[],{"categories":1780},[],{"categories":1782},[272],{"categories":1784},[229],{"categories":1786},[281],{"categories":1788},[206],{"categories":1790},[209],{"categories":1792},[209],{"categories":1794},[206],{"categories":1796},[],{"categories":1798},[258],{"categories":1800},[119],{"categories":1802},[206],{"categories":1804},[209],{"categories":1806},[209],{"categories":1808},[203],{"categories":1810},[209],{"categories":1812},[],{"categories":1814},[203],{"categories":1816},[209],{"categories":1818},[281],{"categories":1820},[119],{"categories":1822},[229],{"categories":1824},[209],{"categories":1826},[206],{"categories":1828},[209],{"categories":1830},[209],{"categories":1832},[119],{"categories":1834},[],{"categories":1836},[209],{"categories":1838},[203],{"categories":1840},[209],{"categories":1842},[209],{"categories":1844},[],{"categories":1846},[229],{"categories":1848},[209],{"categories":1850},[209],{"categories":1852},[],{"categories":1854},[206],{"categories":1856},[206],{"categories":1858},[214],{"categories":1860},[209],{"categories":1862},[209],{"categories":1864},[],{"categories":1866},[272],{"categories":1868},[],{"categories":1870},[],{"categories":1872},[209],{"categories":1874},[229],{"categories":1876},[],{"categories":1878},[306],{"categories":1880},[209],{"categories":1882},[209],{"categories":1884},[],{"categories":1886},[209],{"categories":1888},[272],{"categories":1890},[209],{"categories":1892},[209],{"categories":1894},[209,306],{"categories":1896},[209],{"categories":1898},[209],{"categories":1900},[258],{"categories":1902},[119],{"categories":1904},[],{"categories":1906},[119],{"categories":1908},[119],{"categories":1910},[209],{"categories":1912},[209],{"categories":1914},[209],{"categories":1916},[209],{"categories":1918},[203],{"categories":1920},[261],{"categories":1922},[203],{"categories":1924},[272],{"categories":1926},[258],{"categories":1928},[119],{"categories":1930},[],{"categories":1932},[209],{"categories":1934},[229],{"categories":1936},[209],{"categories":1938},[119],{"categories":1940},[209],{"categories":1942},[209],{"categories":1944},[206],{"categories":1946},[],{"categories":1948},[306],{"categories":1950},[258],{"categories":1952},[258],{"categories":1954},[272],{"categories":1956},[119],{"categories":1958},[209],{"categories":1960},[206],{"categories":1962},[229],{"categories":1964},[258],{"categories":1966},[119],{"categories":1968},[209],{"categories":1970},[],{"categories":1972},[209],{"categories":1974},[209],{"categories":1976},[],{"categories":1978},[],{"categories":1980},[209],{"categories":1982},[209],{"categories":1984},[209],{"categories":1986},[209],{"categories":1988},[119],{"categories":1990},[209],{"categories":1992},[209],{"categories":1994},[],{"categories":1996},[261],{"categories":1998},[209],{"categories":2000},[119],{"categories":2002},[],{"categories":2004},[],{"categories":2006},[209],{"categories":2008},[209],{"categories":2010},[209],{"categories":2012},[229],{"categories":2014},[],{"categories":2016},[258],{"categories":2018},[209],{"categories":2020},[306],{"categories":2022},[229],{"categories":2024},[272],{"categories":2026},[272],{"categories":2028},[229],{"categories":2030},[229],{"categories":2032},[306],{"categories":2034},[],{"categories":2036},[229],{"categories":2038},[209],{"categories":2040},[203],{"categories":2042},[209],{"categories":2044},[229],{"categories":2046},[],{"categories":2048},[209],{"categories":2050},[272],{"categories":2052},[261],{"categories":2054},[209],{"categories":2056},[229],{"categories":2058},[272],{"categories":2060},[119],{"categories":2062},[229],{"categories":2064},[306],{"categories":2066},[119],{"categories":2068},[209],{"categories":2070},[209],{"categories":2072},[209],{"categories":2074},[],{"categories":2076},[206],{"categories":2078},[],{"categories":2080},[],{"categories":2082},[209],{"categories":2084},[209],{"categories":2086},[209],{"categories":2088},[209],{"categories":2090},[],{"categories":2092},[261],{"categories":2094},[203],{"categories":2096},[119],{"categories":2098},[258],{"categories":2100},[],{"categories":2102},[209],{"categories":2104},[272],{"categories":2106},[209],{"categories":2108},[306],{"categories":2110},[306],{"categories":2112},[],{"categories":2114},[119],{"categories":2116},[229],{"categories":2118},[229],{"categories":2120},[209],{"categories":2122},[119],{"categories":2124},[],{"categories":2126},[258],{"categories":2128},[209],{"categories":2130},[209],{"categories":2132},[],{"categories":2134},[209],{"categories":2136},[],{"categories":2138},[209],{"categories":2140},[272],{"categories":2142},[306],{"categories":2144},[209],{"categories":2146},[272],{"categories":2148},[206],{"categories":2150},[209],{"categories":2152},[],{"categories":2154},[119],{"categories":2156},[203],{"categories":2158},[203],{"categories":2160},[],{"categories":2162},[209],{"categories":2164},[209],{"categories":2166},[272],{"categories":2168},[258],{"categories":2170},[209],{"categories":2172},[119],{"categories":2174},[],{"categories":2176},[209],{"categories":2178},[209],{"categories":2180},[119],{"categories":2182},[],{"categories":2184},[119],{"categories":2186},[272],{"categories":2188},[],{"categories":2190},[209],{"categories":2192},[119],{"categories":2194},[206],{"categories":2196},[],{"categories":2198},[209],{"categories":2200},[],{"categories":2202},[209],{"categories":2204},[209],{"categories":2206},[],{"categories":2208},[209],{"categories":2210},[209],{"categories":2212},[229],{"categories":2214},[209],{"categories":2216},[209],{"categories":2218},[203],{"categories":2220},[209],{"categories":2222},[261],{"categories":2224},[229],{"categories":2226},[119],{"categories":2228},[],{"categories":2230},[209],{"categories":2232},[258],{"categories":2234},[281],{"categories":2236},[209],{"categories":2238},[119],{"categories":2240},[],{"categories":2242},[],{"categories":2244},[],{"categories":2246},[203],{"categories":2248},[229],{"categories":2250},[119],{"categories":2252},[209],{"categories":2254},[209],{"categories":2256},[258],{"categories":2258},[119],{"categories":2260},[],{"categories":2262},[119],{"categories":2264},[119],{"categories":2266},[],{"categories":2268},[209],{"categories":2270},[119],{"categories":2272},[209],{"categories":2274},[],{"categories":2276},[209],{"categories":2278},[209],{"categories":2280},[229],{"categories":2282},[258],{"categories":2284},[119],{"categories":2286},[258],{"categories":2288},[206],{"categories":2290},[],{"categories":2292},[],{"categories":2294},[209],{"categories":2296},[203],{"categories":2298},[229],{"categories":2300},[],{"categories":2302},[258],{"categories":2304},[],{"categories":2306},[272],{"categories":2308},[272],{"categories":2310},[258],{"categories":2312},[272],{"categories":2314},[],{"categories":2316},[209],{"categories":2318},[209],{"categories":2320},[],{"categories":2322},[281],{"categories":2324},[209],{"categories":2326},[306],{"categories":2328},[272],{"categories":2330},[],{"categories":2332},[119],{"categories":2334},[209],{"categories":2336},[203],{"categories":2338},[119],{"categories":2340},[119],{"categories":2342},[209],{"categories":2344},[209],{"categories":2346},[],{"categories":2348},[203],{"categories":2350},[209],{"categories":2352},[206],{"categories":2354},[272],{"categories":2356},[258],{"categories":2358},[],{"categories":2360},[],{"categories":2362},[],{"categories":2364},[119],{"categories":2366},[272],{"categories":2368},[258],{"categories":2370},[229],{"categories":2372},[209],{"categories":2374},[229],{"categories":2376},[119],{"categories":2378},[258],{"categories":2380},[209],{"categories":2382},[],{"categories":2384},[209],{"categories":2386},[258],{"categories":2388},[229],{"categories":2390},[206],{"categories":2392},[272],{"categories":2394},[209],{"categories":2396},[229],{"categories":2398},[281],{"categories":2400},[],{"categories":2402},[],{"categories":2404},[261],{"categories":2406},[209,272],{"categories":2408},[229],{"categories":2410},[209],{"categories":2412},[209],{"categories":2414},[119],{"categories":2416},[209],{"categories":2418},[119],{"categories":2420},[209],{"categories":2422},[209],{"categories":2424},[],{"categories":2426},[272],{"categories":2428},[209],{"categories":2430},[261],{"categories":2432},[119],{"categories":2434},[281],{"categories":2436},[306],{"categories":2438},[],{"categories":2440},[203],{"categories":2442},[119],{"categories":2444},[119],{"categories":2446},[214],{"categories":2448},[272],{"categories":2450},[209],{"categories":2452},[209],{"categories":2454},[],{"categories":2456},[],{"categories":2458},[],{"categories":2460},[306],{"categories":2462},[209],{"categories":2464},[229],{"categories":2466},[209],{"categories":2468},[209],{"categories":2470},[209],{"categories":2472},[],{"categories":2474},[261],{"categories":2476},[206],{"categories":2478},[119],{"categories":2480},[],{"categories":2482},[209],{"categories":2484},[119],{"categories":2486},[209],{"categories":2488},[306],{"categories":2490},[],{"categories":2492},[258],{"categories":2494},[258],{"categories":2496},[],{"categories":2498},[272],{"categories":2500},[209],{"categories":2502},[258],{"categories":2504},[209],{"categories":2506},[206],{"categories":2508},[],{"categories":2510},[229],{"categories":2512},[209],{"categories":2514},[209],{"categories":2516},[258],{"categories":2518},[119],{"categories":2520},[229],{"categories":2522},[],{"categories":2524},[119],{"categories":2526},[119],{"categories":2528},[258],{"categories":2530},[209],{"categories":2532},[],{"categories":2534},[209],{"categories":2536},[209],{"categories":2538},[306],{"categories":2540},[229],{"categories":2542},[261],{"categories":2544},[261],{"categories":2546},[],{"categories":2548},[],{"categories":2550},[],{"categories":2552},[119],{"categories":2554},[119],{"categories":2556},[272],{"categories":2558},[272],{"categories":2560},[209],{"categories":2562},[209],{"categories":2564},[],{"categories":2566},[],{"categories":2568},[209],{"categories":2570},[],{"categories":2572},[209],{"categories":2574},[119],{"categories":2576},[209],{"categories":2578},[],{"categories":2580},[214],{"categories":2582},[209],{"categories":2584},[258],{"categories":2586},[209],{"categories":2588},[206],{"categories":2590},[209],{"categories":2592},[281],{"categories":2594},[119],{"categories":2596},[209],{"categories":2598},[209],{"categories":2600},[209],{"categories":2602},[272],{"categories":2604},[],{"categories":2606},[229],{"categories":2608},[119],{"categories":2610},[],{"categories":2612},[229],{"categories":2614},[119],{"categories":2616},[119],{"categories":2618},[209],{"categories":2620},[119],{"categories":2622},[],{"categories":2624},[206],{"categories":2626},[119],{"categories":2628},[],{"categories":2630},[272],{"categories":2632},[209],{"categories":2634},[203],{"categories":2636},[229],{"categories":2638},[306],{"categories":2640},[119],{"categories":2642},[209],{"categories":2644},[119],{"categories":2646},[203],{"categories":2648},[],{"categories":2650},[209],{"categories":2652},[],{"categories":2654},[],{"categories":2656},[258],{"categories":2658},[209,206],{"categories":2660},[119],{"categories":2662},[209],{"categories":2664},[],{"categories":2666},[203],{"categories":2668},[261],{"categories":2670},[209],{"categories":2672},[272],{"categories":2674},[209],{"categories":2676},[119],{"categories":2678},[209],{"categories":2680},[209],{"categories":2682},[209],{"categories":2684},[229],{"categories":2686},[119],{"categories":2688},[209],{"categories":2690},[],{"categories":2692},[],{"categories":2694},[119],{"categories":2696},[209],{"categories":2698},[306],{"categories":2700},[],{"categories":2702},[209],{"categories":2704},[119],{"categories":2706},[119],{"categories":2708},[],{"categories":2710},[119],{"categories":2712},[209],{"categories":2714},[281],{"categories":2716},[261],{"categories":2718},[119],{"categories":2720},[209],{"categories":2722},[306],{"categories":2724},[],{"categories":2726},[209],{"categories":2728},[281],{"categories":2730},[258],{"categories":2732},[209],{"categories":2734},[209],{"categories":2736},[],{"categories":2738},[281],{"categories":2740},[229],{"categories":2742},[209],{"categories":2744},[209],{"categories":2746},[203],{"categories":2748},[209],{"categories":2750},[],{"categories":2752},[],{"categories":2754},[258],{"categories":2756},[209],{"categories":2758},[261],{"categories":2760},[281],{"categories":2762},[119],{"categories":2764},[281],{"categories":2766},[229],{"categories":2768},[],{"categories":2770},[209],{"categories":2772},[],{"categories":2774},[209],{"categories":2776},[119],{"categories":2778},[209],{"categories":2780},[209],{"categories":2782},[],{"categories":2784},[209,272],{"categories":2786},[229],{"categories":2788},[119],{"categories":2790},[272],{"categories":2792},[209],{"categories":2794},[203],{"categories":2796},[],{"categories":2798},[],{"categories":2800},[119],{"categories":2802},[272],{"categories":2804},[203],{"categories":2806},[272],{"categories":2808},[272],{"categories":2810},[209],{"categories":2812},[281],{"categories":2814},[209],{"categories":2816},[272],{"categories":2818},[],{"categories":2820},[258,209],{"categories":2822},[306],{"categories":2824},[203],{"categories":2826},[],{"categories":2828},[209],{"categories":2830},[206],{"categories":2832},[206],{"categories":2834},[209],{"categories":2836},[209],{"categories":2838},[209],{"categories":2840},[272],{"categories":2842},[119],{"categories":2844},[229],{"categories":2846},[281],{"categories":2848},[258],{"categories":2850},[209],{"categories":2852},[209],{"categories":2854},[209],{"categories":2856},[209],{"categories":2858},[203],{"categories":2860},[209],{"categories":2862},[119],{"categories":2864},[119],{"categories":2866},[229],{"categories":2868},[272],{"categories":2870},[],{"categories":2872},[],{"categories":2874},[261],{"categories":2876},[272],{"categories":2878},[209],{"categories":2880},[258],{"categories":2882},[209],{"categories":2884},[261],{"categories":2886},[209],{"categories":2888},[209],{"categories":2890},[209],{"categories":2892},[119],{"categories":2894},[119],{"categories":2896},[209,206],{"categories":2898},[],{"categories":2900},[258],{"categories":2902},[],{"categories":2904},[209],{"categories":2906},[229],{"categories":2908},[203],{"categories":2910},[203],{"categories":2912},[119],{"categories":2914},[119],{"categories":2916},[119],{"categories":2918},[209],{"categories":2920},[209],{"categories":2922},[206],{"categories":2924},[272],{"categories":2926},[281],{"categories":2928},[209],{"categories":2930},[],{"categories":2932},[229],{"categories":2934},[209],{"categories":2936},[209],{"categories":2938},[209],{"categories":2940},[209],{"categories":2942},[209],{"categories":2944},[272],{"categories":2946},[229],{"categories":2948},[272],{"categories":2950},[272],{"categories":2952},[209],{"categories":2954},[209],{"categories":2956},[209],{"categories":2958},[119],{"categories":2960},[229],{"categories":2962},[119],{"categories":2964},[209],{"categories":2966},[258],{"categories":2968},[209],{"categories":2970},[209],{"categories":2972},[306],{"categories":2974},[209],{"categories":2976},[214],{"categories":2978},[119],{"categories":2980},[209],{"categories":2982},[229],{"categories":2984},[119],{"categories":2986},[281],{"categories":2988},[209],{"categories":2990},[206],{"categories":2992},[209],{"categories":2994},[],{"categories":2996},[209],{"categories":2998},[209],{"categories":3000},[],{"categories":3002},[],{"categories":3004},[],{"categories":3006},[206],{"categories":3008},[209],{"categories":3010},[119],{"categories":3012},[229],{"categories":3014},[229],{"categories":3016},[229],{"categories":3018},[229],{"categories":3020},[],{"categories":3022},[203],{"categories":3024},[119],{"categories":3026},[229],{"categories":3028},[209],{"categories":3030},[203],{"categories":3032},[119],{"categories":3034},[209],{"categories":3036},[209,119],{"categories":3038},[119],{"categories":3040},[306],{"categories":3042},[229],{"categories":3044},[119],{"categories":3046},[229],{"categories":3048},[119],{"categories":3050},[209],{"categories":3052},[],{"categories":3054},[229],{"categories":3056},[281],{"categories":3058},[203],{"categories":3060},[209],{"categories":3062},[209],{"categories":3064},[],{"categories":3066},[272],{"categories":3068},[],{"categories":3070},[203],{"categories":3072},[119],{"categories":3074},[229],{"categories":3076},[209],{"categories":3078},[229],{"categories":3080},[203],{"categories":3082},[229],{"categories":3084},[229],{"categories":3086},[],{"categories":3088},[206],{"categories":3090},[119],{"categories":3092},[229],{"categories":3094},[229],{"categories":3096},[229],{"categories":3098},[229],{"categories":3100},[229],{"categories":3102},[229],{"categories":3104},[229],{"categories":3106},[229],{"categories":3108},[229],{"categories":3110},[229],{"categories":3112},[261],{"categories":3114},[203],{"categories":3116},[209],{"categories":3118},[209],{"categories":3120},[119],{"categories":3122},[119],{"categories":3124},[],{"categories":3126},[209,203],{"categories":3128},[],{"categories":3130},[119],{"categories":3132},[229],{"categories":3134},[119],{"categories":3136},[209],{"categories":3138},[209],{"categories":3140},[209],{"categories":3142},[209],{"categories":3144},[209],{"categories":3146},[119],{"categories":3148},[206],{"categories":3150},[119],{"categories":3152},[],{"categories":3154},[258],{"categories":3156},[229],{"categories":3158},[209],{"categories":3160},[],{"categories":3162},[],{"categories":3164},[119],{"categories":3166},[258],{"categories":3168},[209],{"categories":3170},[],{"categories":3172},[209],{"categories":3174},[],{"categories":3176},[281],{"categories":3178},[209],{"categories":3180},[],{"categories":3182},[],{"categories":3184},[229],{"categories":3186},[203],{"categories":3188},[209],{"categories":3190},[206],{"categories":3192},[209],{"categories":3194},[209],{"categories":3196},[206],{"categories":3198},[258],{"categories":3200},[],{"categories":3202},[209],{"categories":3204},[229],{"categories":3206},[],{"categories":3208},[258],{"categories":3210},[209],{"categories":3212},[281],{"categories":3214},[209],{"categories":3216},[306],{"categories":3218},[],{"categories":3220},[281],{"categories":3222},[],{"categories":3224},[209],{"categories":3226},[],{"categories":3228},[119],{"categories":3230},[272],{"categories":3232},[],{"categories":3234},[206],{"categories":3236},[203],{"categories":3238},[119],{"categories":3240},[258],{"categories":3242},[272],{"categories":3244},[],{"categories":3246},[],{"categories":3248},[209],{"categories":3250},[203],{"categories":3252},[209],{"categories":3254},[281],{"categories":3256},[],{"categories":3258},[119],{"categories":3260},[119],{"categories":3262},[229],{"categories":3264},[272],{"categories":3266},[209],{"categories":3268},[119],{"categories":3270},[209],{"categories":3272},[119],{"categories":3274},[209],{"categories":3276},[214],{"categories":3278},[281],{"categories":3280},[229],{"categories":3282},[],{"categories":3284},[281],{"categories":3286},[],{"categories":3288},[272],{"categories":3290},[119],{"categories":3292},[],{"categories":3294},[209],{"categories":3296},[209],{"categories":3298},[119],{"categories":3300},[206],{"categories":3302},[203],{"categories":3304},[209],{"categories":3306},[258],{"categories":3308},[272],{"categories":3310},[272],{"categories":3312},[209],{"categories":3314},[261],{"categories":3316},[119],{"categories":3318},[209],{"categories":3320},[119],{"categories":3322},[206],{"categories":3324},[258],{"categories":3326},[272],{"categories":3328},[119],{"categories":3330},[209],{"categories":3332},[209],{"categories":3334},[119],{"categories":3336},[209],{"categories":3338},[229],{"categories":3340},[],{"categories":3342},[203],{"categories":3344},[209],{"categories":3346},[209],{"categories":3348},[209],{"categories":3350},[119],{"categories":3352},[209],{"categories":3354},[209],{"categories":3356},[],{"categories":3358},[209],{"categories":3360},[258],{"categories":3362},[206],{"categories":3364},[229],{"categories":3366},[119],{"categories":3368},[209],{"categories":3370},[209],{"categories":3372},[258],{"categories":3374},[119],{"categories":3376},[209],{"categories":3378},[281],{"categories":3380},[261],{"categories":3382},[209],{"categories":3384},[229],{"categories":3386},[209],{"categories":3388},[119],{"categories":3390},[306],{"categories":3392},[209],{"categories":3394},[119],{"categories":3396},[261],{"categories":3398},[],{"categories":3400},[119],{"categories":3402},[272],{"categories":3404},[258],{"categories":3406},[209],{"categories":3408},[203],{"categories":3410},[272],{"categories":3412},[206],{"categories":3414},[272],{"categories":3416},[209],{"categories":3418},[],{"categories":3420},[119],{"categories":3422},[119],{"categories":3424},[209],{"categories":3426},[261],{"categories":3428},[],{"categories":3430},[229],{"categories":3432},[],{"categories":3434},[229],{"categories":3436},[209],{"categories":3438},[209],{"categories":3440},[119],{"categories":3442},[119],{"categories":3444},[119],{"categories":3446},[],{"categories":3448},[229],{"categories":3450},[],{"categories":3452},[209],{"categories":3454},[209],{"categories":3456},[],{"categories":3458},[258],{"categories":3460},[272],{"categories":3462},[119],{"categories":3464},[209],{"categories":3466},[281],{"categories":3468},[209],{"categories":3470},[209],{"categories":3472},[203],{"categories":3474},[],{"categories":3476},[209],{"categories":3478},[],{"categories":3480},[203],{"categories":3482},[229],{"categories":3484},[272],{"categories":3486},[209],{"categories":3488},[209],{"categories":3490},[209],{"categories":3492},[272],{"categories":3494},[229],{"categories":3496},[258],{"categories":3498},[209],{"categories":3500},[209],{"categories":3502},[209],{"categories":3504},[229],{"categories":3506},[258],{"categories":3508},[209],{"categories":3510},[229],{"categories":3512},[258],{"categories":3514},[229],{"categories":3516},[119],{"categories":3518},[119],{"categories":3520},[272],{"categories":3522},[229],{"categories":3524},[119],{"categories":3526},[119],{"categories":3528},[209],{"categories":3530},[272],{"categories":3532},[258],{"categories":3534},[209],{"categories":3536},[],{"categories":3538},[119],{"categories":3540},[],{"categories":3542},[],{"categories":3544},[],{"categories":3546},[206],{"categories":3548},[119],{"categories":3550},[209],{"categories":3552},[119],{"categories":3554},[203],{"categories":3556},[119],{"categories":3558},[281],{"categories":3560},[119],{"categories":3562},[],{"categories":3564},[119],{"categories":3566},[],{"categories":3568},[203],{"categories":3570},[119],{"categories":3572},[],{"categories":3574},[119],{"categories":3576},[209],{"categories":3578},[209],{"categories":3580},[229],{"categories":3582},[209],{"categories":3584},[119],{"categories":3586},[209],{"categories":3588},[209],{"categories":3590},[229],{"categories":3592},[119],{"categories":3594},[272],{"categories":3596},[258],{"categories":3598},[203],{"categories":3600},[],{"categories":3602},[119],{"categories":3604},[258],{"categories":3606},[306],{"categories":3608},[229],{"categories":3610},[209],{"categories":3612},[258],{"categories":3614},[209],{"categories":3616},[203],{"categories":3618},[],{"categories":3620},[119],{"categories":3622},[209],{"categories":3624},[209],{"categories":3626},[119],{"categories":3628},[209],{"categories":3630},[258],{"categories":3632},[],{"categories":3634},[119],{"categories":3636},[214],{"categories":3638},[229],{"categories":3640},[119],{"categories":3642},[206],{"categories":3644},[],{"categories":3646},[209],{"categories":3648},[214],{"categories":3650},[209],{"categories":3652},[119],{"categories":3654},[229],{"categories":3656},[203],{"categories":3658},[306],{"categories":3660},[209],{"categories":3662},[209],{"categories":3664},[209],{"categories":3666},[229],{"categories":3668},[206],{"categories":3670},[209],{"categories":3672},[258],{"categories":3674},[229],{"categories":3676},[306],{"categories":3678},[209],{"categories":3680},[],{"categories":3682},[],{"categories":3684},[209],{"categories":3686},[306],{"categories":3688},[261],{"categories":3690},[119],{"categories":3692},[119],{"categories":3694},[229],{"categories":3696},[209],{"categories":3698},[203],{"categories":3700},[209],{"categories":3702},[258],{"categories":3704},[119],{"categories":3706},[119],{"categories":3708},[209],{"categories":3710},[281],{"categories":3712},[209],{"categories":3714},[119],{"categories":3716},[],{"categories":3718},[209],{"categories":3720},[209],{"categories":3722},[209],{"categories":3724},[229],{"categories":3726},[203],{"categories":3728},[],{"categories":3730},[209],{"categories":3732},[209],{"categories":3734},[272],{"categories":3736},[258],{"categories":3738},[209,119],{"categories":3740},[281,206],{"categories":3742},[209],{"categories":3744},[209],{"categories":3746},[],{"categories":3748},[119],{"categories":3750},[],{"categories":3752},[272],{"categories":3754},[209],{"categories":3756},[],{"categories":3758},[209],{"categories":3760},[229],{"categories":3762},[],{"categories":3764},[119],{"categories":3766},[209],{"categories":3768},[],{"categories":3770},[258],{"categories":3772},[209],{"categories":3774},[119],{"categories":3776},[209],{"categories":3778},[203],{"categories":3780},[119],{"categories":3782},[209],{"categories":3784},[],{"categories":3786},[306],{"categories":3788},[281],{"categories":3790},[206],{"categories":3792},[206],{"categories":3794},[209],{"categories":3796},[203],{"categories":3798},[203],{"categories":3800},[209],{"categories":3802},[119],{"categories":3804},[209],{"categories":3806},[209],{"categories":3808},[272],{"categories":3810},[203],{"categories":3812},[209],{"categories":3814},[281],{"categories":3816},[229],{"categories":3818},[209],{"categories":3820},[209],{"categories":3822},[119],{"categories":3824},[209],{"categories":3826},[],{"categories":3828},[272],{"categories":3830},[],{"categories":3832},[272],{"categories":3834},[119],{"categories":3836},[203],{"categories":3838},[],{"categories":3840},[306],{"categories":3842},[209],{"categories":3844},[],{"categories":3846},[229],{"categories":3848},[119],{"categories":3850},[272],{"categories":3852},[209],{"categories":3854},[119],{"categories":3856},[272],{"categories":3858},[119],{"categories":3860},[229],{"categories":3862},[203],{"categories":3864},[229],{"categories":3866},[272],{"categories":3868},[209],{"categories":3870},[258],{"categories":3872},[209],{"categories":3874},[209],{"categories":3876},[209],{"categories":3878},[209],{"categories":3880},[209],{"categories":3882},[119],{"categories":3884},[209],{"categories":3886},[119],{"categories":3888},[209],{"categories":3890},[203],{"categories":3892},[209],{"categories":3894},[119],{"categories":3896},[258],{"categories":3898},[119],{"categories":3900},[203],{"categories":3902},[119],{"categories":3904},[258],{"categories":3906},[],{"categories":3908},[209],{"categories":3910},[261],{"categories":3912},[209],{"categories":3914},[209],{"categories":3916},[272],{"categories":3918},[],{"categories":3920},[119],{"categories":3922},[281],{"categories":3924},[209],{"categories":3926},[229],{"categories":3928},[281],{"categories":3930},[119],{"categories":3932},[206],{"categories":3934},[206],{"categories":3936},[209],{"categories":3938},[209],{"categories":3940},[203],{"categories":3942},[],{"categories":3944},[119],{"categories":3946},[209],{"categories":3948},[272],{"categories":3950},[],{"categories":3952},[203],{"categories":3954},[209],{"categories":3956},[119],{"categories":3958},[119],{"categories":3960},[],{"categories":3962},[272],{"categories":3964},[272],{"categories":3966},[281],{"categories":3968},[258],{"categories":3970},[],{"categories":3972},[209],{"categories":3974},[119],{"categories":3976},[203],{"categories":3978},[209],{"categories":3980},[272],{"categories":3982},[203],{"categories":3984},[229],{"categories":3986},[229],{"categories":3988},[],{"categories":3990},[229],{"categories":3992},[119],{"categories":3994},[258],{"categories":3996},[261],{"categories":3998},[209],{"categories":4000},[],{"categories":4002},[229],{"categories":4004},[272],{"categories":4006},[209],{"categories":4008},[206],{"categories":4010},[209],{"categories":4012},[203],{"categories":4014},[306],{"categories":4016},[203],{"categories":4018},[],{"categories":4020},[],{"categories":4022},[119],{"categories":4024},[229],{"categories":4026},[],{"categories":4028},[119],{"categories":4030},[119],{"categories":4032},[119],{"categories":4034},[],{"categories":4036},[209],{"categories":4038},[],{"categories":4040},[229],{"categories":4042},[203],{"categories":4044},[258],{"categories":4046},[209],{"categories":4048},[229],{"categories":4050},[209],{"categories":4052},[229],{"categories":4054},[],{"categories":4056},[229],{"categories":4058},[203],{"categories":4060},[119],{"categories":4062},[209],{"categories":4064},[],{"categories":4066},[272],{"categories":4068},[119],{"categories":4070},[214],{"categories":4072},[119],{"categories":4074},[203],{"categories":4076},[],{"categories":4078},[],{"categories":4080},[],{"categories":4082},[258],{"categories":4084},[119],{"categories":4086},[209],{"categories":4088},[209],{"categories":4090},[],{"categories":4092},[],{"categories":4094},[],{"categories":4096},[258],{"categories":4098},[],{"categories":4100},[119],{"categories":4102},[209],{"categories":4104},[203],{"categories":4106},[],{"categories":4108},[],{"categories":4110},[258],{"categories":4112},[209],{"categories":4114},[229],{"categories":4116},[],{"categories":4118},[281],{"categories":4120},[229],{"categories":4122},[281],{"categories":4124},[261],{"categories":4126},[209],{"categories":4128},[209],{"categories":4130},[],{"categories":4132},[],{"categories":4134},[119],{"categories":4136},[],{"categories":4138},[209],{"categories":4140},[],{"categories":4142},[119],{"categories":4144},[209],{"categories":4146},[],{"categories":4148},[119],{"categories":4150},[209],{"categories":4152},[229],{"categories":4154},[209],{"categories":4156},[281],{"categories":4158},[209],{"categories":4160},[209],{"categories":4162},[261],{"categories":4164},[119],{"categories":4166},[119],{"categories":4168},[],{"categories":4170},[],{"categories":4172},[209],{"categories":4174},[],{"categories":4176},[229],{"categories":4178},[],{"categories":4180},[],{"categories":4182},[258],{"categories":4184},[203],{"categories":4186},[],{"categories":4188},[206],{"categories":4190},[281],{"categories":4192},[209],{"categories":4194},[272],{"categories":4196},[203],{"categories":4198},[261],{"categories":4200},[206],{"categories":4202},[272],{"categories":4204},[272],{"categories":4206},[],{"categories":4208},[209],{"categories":4210},[],{"categories":4212},[119],{"categories":4214},[203],{"categories":4216},[258],{"categories":4218},[203],{"categories":4220},[119],{"categories":4222},[306],{"categories":4224},[209],{"categories":4226},[209],{"categories":4228},[203],{"categories":4230},[119],{"categories":4232},[],{"categories":4234},[209],{"categories":4236},[272],{"categories":4238},[229],{"categories":4240},[272],{"categories":4242},[209],{"categories":4244},[],{"categories":4246},[258],{"categories":4248},[229],{"categories":4250},[203],{"categories":4252},[209],{"categories":4254},[119],{"categories":4256},[209],{"categories":4258},[206],{"categories":4260},[119],{"categories":4262},[119,306],{"categories":4264},[119],{"categories":4266},[272],{"categories":4268},[209],{"categories":4270},[209],{"categories":4272},[261],{"categories":4274},[119],{"categories":4276},[281],{"categories":4278},[119],{"categories":4280},[],{"categories":4282},[119],{"categories":4284},[209],{"categories":4286},[206],{"categories":4288},[],{"categories":4290},[],{"categories":4292},[209],{"categories":4294},[261],{"categories":4296},[281],{"categories":4298},[209],{"categories":4300},[119],{"categories":4302},[],{"categories":4304},[229],{"categories":4306},[],{"categories":4308},[229],{"categories":4310},[272],{"categories":4312},[203],{"categories":4314},[272],{"categories":4316},[209],{"categories":4318},[119],{"categories":4320},[209],{"categories":4322},[209],{"categories":4324},[281],{"categories":4326},[272],{"categories":4328},[],{"categories":4330},[229],{"categories":4332},[209],{"categories":4334},[],{"categories":4336},[209],{"categories":4338},[209],{"categories":4340},[209],{"categories":4342},[119],{"categories":4344},[209],{"categories":4346},[214],{"categories":4348},[119],{"categories":4350},[209],{"categories":4352},[209],{"categories":4354},[209],{"categories":4356},[209],{"categories":4358},[206],{"categories":4360},[],{"categories":4362},[214],{"categories":4364},[229],{"categories":4366},[119],{"categories":4368},[209],{"categories":4370},[272],{"categories":4372},[],{"categories":4374},[272],{"categories":4376},[272],{"categories":4378},[272],{"categories":4380},[209],{"categories":4382},[209],{"categories":4384},[209],{"categories":4386},[119],{"categories":4388},[229],{"categories":4390},[209],{"categories":4392},[209],{"categories":4394},[209],{"categories":4396},[206],{"categories":4398},[209],{"categories":4400},[119],{"categories":4402},[258],{"categories":4404},[],{"categories":4406},[261],{"categories":4408},[119],{"categories":4410},[209],{"categories":4412},[],{"categories":4414},[209],{"categories":4416},[209],{"categories":4418},[229],{"categories":4420},[209],{"categories":4422},[119],{"categories":4424},[281],{"categories":4426},[],{"categories":4428},[],{"categories":4430},[229],{"categories":4432},[229],{"categories":4434},[209],{"categories":4436},[281],{"categories":4438},[209],{"categories":4440},[203],{"categories":4442},[119],{"categories":4444},[209],{"categories":4446},[119],{"categories":4448},[119],{"categories":4450},[209],{"categories":4452},[206],{"categories":4454},[],{"categories":4456},[261],{"categories":4458},[],{"categories":4460},[229],{"categories":4462},[209],{"categories":4464},[261],{"categories":4466},[209],{"categories":4468},[272],{"categories":4470},[272],{"categories":4472},[272],{"categories":4474},[119],{"categories":4476},[119],{"categories":4478},[258],{"categories":4480},[261],{"categories":4482},[261],{"categories":4484},[],{"categories":4486},[229],{"categories":4488},[209],{"categories":4490},[209],{"categories":4492},[272],{"categories":4494},[],{"categories":4496},[229],{"categories":4498},[229],{"categories":4500},[229],{"categories":4502},[],{"categories":4504},[119],{"categories":4506},[209],{"categories":4508},[],{"categories":4510},[203],{"categories":4512},[206],{"categories":4514},[],{"categories":4516},[209],{"categories":4518},[209],{"categories":4520},[],{"categories":4522},[272],{"categories":4524},[],{"categories":4526},[],{"categories":4528},[],{"categories":4530},[],{"categories":4532},[209],{"categories":4534},[229],{"categories":4536},[],{"categories":4538},[],{"categories":4540},[209],{"categories":4542},[209],{"categories":4544},[209],{"categories":4546},[261],{"categories":4548},[209],{"categories":4550},[261],{"categories":4552},[],{"categories":4554},[261],{"categories":4556},[261],{"categories":4558},[306],{"categories":4560},[119],{"categories":4562},[272],{"categories":4564},[],{"categories":4566},[],{"categories":4568},[261],{"categories":4570},[272],{"categories":4572},[272],{"categories":4574},[272],{"categories":4576},[],{"categories":4578},[203],{"categories":4580},[272],{"categories":4582},[272],{"categories":4584},[203],{"categories":4586},[272],{"categories":4588},[206],{"categories":4590},[272],{"categories":4592},[272],{"categories":4594},[272],{"categories":4596},[261],{"categories":4598},[229],{"categories":4600},[229],{"categories":4602},[209],{"categories":4604},[272],{"categories":4606},[261],{"categories":4608},[306],{"categories":4610},[261],{"categories":4612},[261],{"categories":4614},[261],{"categories":4616},[],{"categories":4618},[206],{"categories":4620},[],{"categories":4622},[306],{"categories":4624},[272],{"categories":4626},[272],{"categories":4628},[272],{"categories":4630},[119],{"categories":4632},[229,206],{"categories":4634},[261],{"categories":4636},[],{"categories":4638},[],{"categories":4640},[261],{"categories":4642},[],{"categories":4644},[261],{"categories":4646},[229],{"categories":4648},[119],{"categories":4650},[],{"categories":4652},[272],{"categories":4654},[209],{"categories":4656},[258],{"categories":4658},[],{"categories":4660},[209],{"categories":4662},[],{"categories":4664},[229],{"categories":4666},[203],{"categories":4668},[261],{"categories":4670},[],{"categories":4672},[272],{"categories":4674},[229],[4676,4771,4858,4988],{"id":4677,"title":4678,"ai":4679,"body":4684,"categories":4747,"created_at":120,"date_modified":120,"description":112,"extension":121,"faq":120,"featured":122,"kicker_label":120,"meta":4748,"navigation":182,"path":4758,"published_at":4759,"question":120,"scraped_at":4759,"seo":4760,"sitemap":4761,"source_id":4762,"source_name":4763,"source_type":189,"source_url":4764,"stem":4765,"tags":4766,"thumbnail_url":120,"tldr":4768,"tweet":120,"unknown_tags":4769,"__hash__":4770},"summaries\u002Fsummaries\u002Fb040c6a9760044ce-scaling-codex-for-knowledge-work-via-role-specific-summary.md","Scaling Codex for Knowledge Work via Role-Specific Plugins",{"provider":7,"model":8,"input_tokens":4680,"output_tokens":4681,"processing_time_ms":4682,"cost_usd":4683},16236,601,3238,0.0049605,{"type":14,"value":4685,"toc":4742},[4686,4690,4693,4697,4700,4732,4735,4739],[17,4687,4689],{"id":4688},"expanding-codex-beyond-development","Expanding Codex Beyond Development",[22,4691,4692],{},"Codex has evolved from a developer-centric tool into a broader platform for knowledge work. With over 5 million weekly users, non-developers—including analysts, marketers, and investors—now represent 20% of the user base and are growing at 3x the rate of developers. To support this shift, OpenAI is introducing features that integrate Codex directly into existing business workflows.",[17,4694,4696],{"id":4695},"role-specific-plugins-and-ecosystem","Role-Specific Plugins and Ecosystem",[22,4698,4699],{},"OpenAI has launched six role-specific plugins that bundle apps, instructions, and workflows to eliminate the need for manual coding. These plugins currently support 62 apps and 110 distinct skills:",[33,4701,4702,4708,4714,4720,4726],{},[36,4703,4704,4707],{},[39,4705,4706],{},"Data Analytics:"," Integrates with Snowflake, Databricks, Hex, and Tableau to automate reporting and metric analysis.",[36,4709,4710,4713],{},[39,4711,4712],{},"Creative Production:"," Connects with Figma, Canva, and Shutterstock to turn briefs into campaign boards and ad variations.",[36,4715,4716,4719],{},[39,4717,4718],{},"Sales:"," Aggregates customer context from Salesforce, HubSpot, and Outreach to assist with deal management and meeting preparation.",[36,4721,4722,4725],{},[39,4723,4724],{},"Product Design:"," Facilitates prototyping and user flow auditing by allowing teams to interact with static screenshots and live URLs.",[36,4727,4728,4731],{},[39,4729,4730],{},"Public Equity & Investment Banking:"," Streamlines research and diligence by analyzing earnings, comparable transactions, and market signals from platforms like Moody’s, FactSet, and PitchBook.",[22,4733,4734],{},"These plugins function out-of-the-box but are designed to be extensible, allowing teams to build and deploy custom plugins for proprietary systems. OpenAI plans to expand this into an open ecosystem where partners can deploy plugins directly within the Codex and ChatGPT environment.",[17,4736,4738],{"id":4737},"refining-workflows-with-annotations-and-sites","Refining Workflows with Annotations and Sites",[22,4740,4741],{},"To improve the feedback loop, OpenAI is introducing in-place annotations, which allow users to refine AI-generated outputs directly within the interface. Additionally, the platform is previewing a feature that enables users to create and share interactive websites and applications via a simple URL. This allows teams to move from ideation to functional, shareable assets without leaving the Codex workspace.",{"title":112,"searchDepth":113,"depth":113,"links":4743},[4744,4745,4746],{"id":4688,"depth":113,"text":4689},{"id":4695,"depth":113,"text":4696},{"id":4737,"depth":113,"text":4738},[119],{"content_references":4749,"triage":4754},[4750,4752],{"type":126,"title":4751,"context":128},"Codex",{"type":126,"title":4753,"context":128},"ChatGPT",{"relevance":4755,"novelty":178,"quality":178,"actionability":178,"composite":4756,"reasoning":4757},5,4.35,"Category: AI Automation. The article discusses the expansion of Codex with role-specific plugins that enhance productivity across various non-technical roles, addressing the audience's need for practical AI tools. It provides specific examples of plugins for data analytics, creative production, and sales, which can be directly applied to improve workflows.","\u002Fsummaries\u002Fb040c6a9760044ce-scaling-codex-for-knowledge-work-via-role-specific-summary","2026-06-06 16:12:08",{"title":4678,"description":112},{"loc":4758},"b040c6a9760044ce","OpenAI News","https:\u002F\u002Fopenai.com\u002Findex\u002Fcodex-for-every-role-tool-workflow","summaries\u002Fb040c6a9760044ce-scaling-codex-for-knowledge-work-via-role-specific-summary",[193,194,4767,195],"saas","OpenAI is expanding Codex beyond software development with role-specific plugins, in-place annotations, and shareable interactive web apps, targeting non-technical roles like analysts, marketers, and investors.",[],"uM7CMPoBB3mNOVsNP61ybZom5k4-GQSMOo2J17BJyd0",{"id":4772,"title":4773,"ai":4774,"body":4779,"categories":4827,"created_at":120,"date_modified":120,"description":112,"extension":121,"faq":120,"featured":122,"kicker_label":120,"meta":4828,"navigation":182,"path":4845,"published_at":4846,"question":120,"scraped_at":4847,"seo":4848,"sitemap":4849,"source_id":4850,"source_name":4851,"source_type":189,"source_url":4852,"stem":4853,"tags":4854,"thumbnail_url":120,"tldr":4855,"tweet":120,"unknown_tags":4856,"__hash__":4857},"summaries\u002Fsummaries\u002Fbe8abe6f7bf0dfa0-managing-the-runaway-costs-of-enterprise-ai-token-summary.md","Managing the Runaway Costs of Enterprise AI Token Consumption",{"provider":7,"model":8,"input_tokens":4775,"output_tokens":4776,"processing_time_ms":4777,"cost_usd":4778},7333,727,3840,0.00292375,{"type":14,"value":4780,"toc":4822},[4781,4785,4788,4792,4795,4799,4802],[17,4782,4784],{"id":4783},"the-shift-from-growth-to-financial-discipline","The Shift from Growth to Financial Discipline",[22,4786,4787],{},"Companies that adopted aggressive AI-first strategies in 2025 are now facing significant budget overruns. The transition from simple chat interfaces to autonomous agentic workflows has caused token consumption to skyrocket, with some developers seeing usage increase 18.6x in nine months. Organizations are moving away from 'tokenmaxxing'—the practice of maximizing AI usage regardless of cost—toward a focus on auditability, efficiency, and ROI.",[17,4789,4791],{"id":4790},"the-technical-and-operational-challenge","The Technical and Operational Challenge",[22,4793,4794],{},"Tracking AI spend is significantly more complex than traditional cloud cost management. While cloud monitoring deals with millions of rows of data, token tracking involves trillions, requiring a fundamental rethink of accounting systems. Current productivity metrics are also murky; while high-token users may be more productive, they often generate more bugs and rewrites, making it difficult to correlate spend with actual business value. Experts suggest that the most effective ROI strategy is to move the 'broad middle' of employees from low to moderate usage rather than subsidizing extreme power users.",[17,4796,4798],{"id":4797},"emerging-solutions-and-standardization","Emerging Solutions and Standardization",[22,4800,4801],{},"To combat runaway costs, the market is rapidly evolving:",[33,4803,4804,4810,4816],{},[36,4805,4806,4809],{},[39,4807,4808],{},"Observability and Monitoring:"," Platforms like Faros AI, Jellyfish, and Waydev are providing agent monitoring to prove ROI, while established players like Datadog and New Relic are adding token-level observability.",[36,4811,4812,4815],{},[39,4813,4814],{},"Intelligent Routing:"," Enterprises are adopting model routers (e.g., Factory) that automatically select the most cost-effective model for a specific task, shifting traffic from expensive frontier models to smaller, cheaper variants like Sonnet or Haiku.",[36,4817,4818,4821],{},[39,4819,4820],{},"Standardization:"," The Linux Foundation is launching the 'Tokenomics Foundation' to establish canonical definitions for AI economics. This body aims to create industry-wide standards for metrics like 'cost-per-intelligence' and 'tokens-per-watt' to bring the same discipline to AI that FinOps brought to cloud infrastructure.",{"title":112,"searchDepth":113,"depth":113,"links":4823},[4824,4825,4826],{"id":4783,"depth":113,"text":4784},{"id":4790,"depth":113,"text":4791},{"id":4797,"depth":113,"text":4798},[119],{"content_references":4829,"triage":4842},[4830,4832,4835,4839],{"type":126,"title":4831,"context":128},"Pay-i",{"type":126,"title":4833,"url":4834,"context":128},"Paid","https:\u002F\u002Ftechcrunch.com\u002F2025\u002F09\u002F28\u002Fpaid-the-ai-agent-results-based-billing-startup-from-manny-medina-raises-huge-21m-seed\u002F",{"type":126,"title":4836,"url":4837,"context":4838},"Faros AI","https:\u002F\u002Fwww.faros.ai\u002Fblog\u002Fai-acceleration-whiplash-takeaways","cited",{"type":126,"title":4840,"url":4841,"context":128},"Factory","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F04\u002F16\u002Ffactory-hits-1-5b-valuation-to-build-ai-coding-for-enterprises\u002F",{"relevance":4755,"novelty":178,"quality":178,"actionability":179,"composite":4843,"reasoning":4844},4.15,"Category: Business & SaaS. The article addresses the critical issue of managing AI token consumption costs, which is highly relevant for product builders focused on financial discipline in AI projects. It provides insights into emerging solutions and strategies, although it lacks detailed actionable steps for implementation.","\u002Fsummaries\u002Fbe8abe6f7bf0dfa0-managing-the-runaway-costs-of-enterprise-ai-token-summary","2026-06-05 14:49:12","2026-06-06 16:12:10",{"title":4773,"description":112},{"loc":4845},"be8abe6f7bf0dfa0","TechCrunch — AI","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F06\u002F05\u002Fthe-token-bill-comes-due-inside-the-industry-scramble-to-manage-ais-runaway-costs\u002F","summaries\u002Fbe8abe6f7bf0dfa0-managing-the-runaway-costs-of-enterprise-ai-token-summary",[193,4767,194,195],"Enterprises are facing an AI spending crisis as agentic workflows drive exponential token consumption. The industry is shifting from 'growth at all costs' to implementing rigorous FinOps-style observability, model routing, and standardized token economics.",[],"eKzYYw8GvDmbAnrp3QCj6-K2kNXvcI6-_5l_MXHW8j4",{"id":4859,"title":4860,"ai":4861,"body":4866,"categories":4958,"created_at":120,"date_modified":120,"description":112,"extension":121,"faq":120,"featured":122,"kicker_label":120,"meta":4959,"navigation":182,"path":4971,"published_at":4972,"question":120,"scraped_at":4973,"seo":4974,"sitemap":4975,"source_id":4976,"source_name":4977,"source_type":4978,"source_url":4979,"stem":4980,"tags":4981,"thumbnail_url":4983,"tldr":4984,"tweet":4985,"unknown_tags":4986,"__hash__":4987},"summaries\u002Fsummaries\u002F572c03342c268b5e-advanced-ai-engineering-workflows-with-claude-code-summary.md","Advanced AI Engineering Workflows with Claude Code",{"provider":7,"model":8,"input_tokens":4862,"output_tokens":4863,"processing_time_ms":4864,"cost_usd":4865},6550,761,3841,0.002779,{"type":14,"value":4867,"toc":4951},[4868,4872,4875,4880,4905,4909,4933,4937],[17,4869,4871],{"id":4870},"optimizing-development-with-ai-driven-workflows","Optimizing Development with AI-Driven Workflows",[22,4873,4874],{},"To move beyond simple code generation, builders should treat AI as an autonomous agent capable of handling end-to-end tasks, from prototyping to PR management. The core philosophy is to automate the \"non-coding\" parts of the software lifecycle, such as design verification, code review, and cross-team communication.",[4876,4877,4879],"h3",{"id":4878},"parallel-execution-and-environment-management","Parallel Execution and Environment Management",[33,4881,4882,4893,4899],{},[36,4883,4884,4887,4888,4892],{},[39,4885,4886],{},"Git Worktrees:"," When running multiple AI agents simultaneously, avoid repository conflicts by using ",[4889,4890,4891],"code",{},"git worktree",". This creates isolated copies of the repository, allowing you to run parallel tasks without overwriting local changes.",[36,4894,4895,4898],{},[39,4896,4897],{},"Auto Mode:"," Use \"Auto Mode\" to bypass repetitive permission prompts. This allows the agent to execute risky actions (like file system changes) while a classifier manages safety, significantly increasing throughput.",[36,4900,4901,4904],{},[39,4902,4903],{},"Claude in Chrome:"," For frontend tasks, use the browser-integrated version of Claude. This allows the AI to self-verify UI changes in real-time, reducing the need for manual testing.",[4876,4906,4908],{"id":4907},"scaling-craft-with-custom-skills","Scaling Craft with Custom Skills",[33,4910,4911,4917,4927],{},[36,4912,4913,4916],{},[39,4914,4915],{},"Prototype Skills:"," Instead of writing code manually, build custom \"skills\" (scripts) that prompt the AI to generate multiple implementation options. Ask the AI to select the best option, justify its choice, and research existing documentation or internal discussions before implementation.",[36,4918,4919,4922,4923,4926],{},[39,4920,4921],{},"Looping:"," Use the ",[4889,4924,4925],{},"loop"," command to instruct the agent to persist on a task until completion, effectively turning a single prompt into a multi-step autonomous process.",[36,4928,4929,4932],{},[39,4930,4931],{},"Automated PR Hygiene:"," Don't manually review every change. Use internal scripts to simplify PRs, run automated hygiene checks, and even ping relevant stakeholders via Slack. At Anthropic, agents are used to manage the entire PR lifecycle, including addressing review comments and merging.",[4876,4934,4936],{"id":4935},"maintaining-design-quality-at-scale","Maintaining Design Quality at Scale",[33,4938,4939,4945],{},[36,4940,4941,4944],{},[39,4942,4943],{},"Adversarial Design Audits:"," As teams scale, features often ship without design oversight. Build automated routines that scrape repositories for frontend changes, cross-reference them with communication logs (Slack, Google Docs) to check for designer involvement, and automatically draft \"adversarial\" design improvements if a designer was excluded.",[36,4946,4947,4950],{},[39,4948,4949],{},"The Human-in-the-Loop Reality:"," While AI is excellent at coding, it currently lacks high-level design intuition. Use AI to handle the heavy lifting of implementation and polish, but retain final decision-making authority for the craft and UX direction. Treat these automated systems as \"work in progress\" that will improve as models evolve.",{"title":112,"searchDepth":113,"depth":113,"links":4952},[4953],{"id":4870,"depth":113,"text":4871,"children":4954},[4955,4956,4957],{"id":4878,"depth":179,"text":4879},{"id":4907,"depth":179,"text":4908},{"id":4935,"depth":179,"text":4936},[119],{"content_references":4960,"triage":4968},[4961,4965],{"type":126,"title":4962,"url":4963,"context":4964},"Claude Code","https:\u002F\u002Fdocs.anthropic.com\u002Fen\u002Fdocs\u002Fagents-and-tools\u002Fclaude-code","recommended",{"type":126,"title":4966,"url":4967,"context":128},"Excaladraw","https:\u002F\u002Fexcalidraw.com\u002F",{"relevance":4755,"novelty":178,"quality":178,"actionability":4755,"composite":4969,"reasoning":4970},4.55,"Category: AI Automation. The article provides a detailed exploration of advanced AI-driven workflows that directly address the pain points of product builders by offering practical strategies for automating non-coding tasks in the software lifecycle. For instance, the use of 'git worktree' for parallel task execution is a concrete example that builders can implement immediately.","\u002Fsummaries\u002F572c03342c268b5e-advanced-ai-engineering-workflows-with-claude-code-summary","2026-06-04 12:56:25","2026-06-06 16:09:48",{"title":4860,"description":112},{"loc":4971},"572c03342c268b5e","Dive Club","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=hKeDfupbA4U","summaries\u002F572c03342c268b5e-advanced-ai-engineering-workflows-with-claude-code-summary",[193,194,4982,195],"coding","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FhKeDfupbA4U\u002Fhqdefault.jpg","Meaghan Choi, lead designer at Anthropic, shares how to scale AI-driven development by using work trees for parallel tasks, custom 'skills' for prototyping, and automated PR management to maintain product quality.","This demo from Anthropic’s lead designer focuses on workflow optimization using [Claude Code](https:\u002F\u002Fclaude.com\u002Fclaude-code). The speaker demonstrates using Git worktrees for parallel tasks, custom \"skills\" for prototyping, and automated PR management to handle code reviews and testing without manual intervention.",[],"Jxv4ZB0OsECKnTeuo1IrcMCtYL300cIQ9nWIagQCquM",{"id":4989,"title":4990,"ai":4991,"body":4996,"categories":5024,"created_at":120,"date_modified":120,"description":112,"extension":121,"faq":120,"featured":122,"kicker_label":120,"meta":5025,"navigation":182,"path":5036,"published_at":5037,"question":120,"scraped_at":5037,"seo":5038,"sitemap":5039,"source_id":5040,"source_name":4763,"source_type":189,"source_url":5041,"stem":5042,"tags":5043,"thumbnail_url":120,"tldr":5045,"tweet":120,"unknown_tags":5046,"__hash__":5047},"summaries\u002Fsummaries\u002Fb7195bbec0581aa4-mufg-s-strategy-for-becoming-an-ai-native-financia-summary.md","MUFG's Strategy for Becoming an AI-Native Financial Institution",{"provider":7,"model":8,"input_tokens":4992,"output_tokens":4993,"processing_time_ms":4994,"cost_usd":4995},8159,624,4316,0.00297575,{"type":14,"value":4997,"toc":5019},[4998,5002,5005,5009,5012,5016],[17,4999,5001],{"id":5000},"building-an-ai-native-culture","Building an AI-Native Culture",[22,5003,5004],{},"MUFG’s approach to becoming \"AI-native\" prioritizes organizational culture alongside technical deployment. Rather than treating AI as a siloed efficiency tool, the bank focuses on integrating it into daily workflows. A critical component of this strategy is the bank-wide rollout of ChatGPT Enterprise, chosen for its enterprise-grade security and governance capabilities, which are essential for a major financial institution. The bank successfully moved internal discourse from \"Are we allowed to use AI?\" to \"How should we apply it to our work?\" by appointing departmental \"AI champions\" to encourage experimentation and peer-to-peer learning.",[17,5006,5008],{"id":5007},"mandatory-training-and-adoption","Mandatory Training and Adoption",[22,5010,5011],{},"To overcome organizational friction, MUFG implemented a mandatory e-learning program that achieved 100% participation among the 35,000 employees receiving accounts. This training established shared standards for safe and effective use, ensuring that employees understood both the capabilities and the regulatory boundaries of the tool. Following this, the bank utilized custom GPT workshops, resulting in the creation of over 1,800 \"AI bankers\"—customized tools tailored to specific departmental workflows. This initiative has already yielded measurable results, including a 20-30% reduction in workload for specific research and executive reporting tasks.",[17,5013,5015],{"id":5014},"reimagining-customer-experience","Reimagining Customer Experience",[22,5017,5018],{},"Beyond internal operations, MUFG is leveraging AI to redefine customer-facing services. The bank is integrating OpenAI technology into its digital banking platforms, including the Moneytree wealth management app and the emutt financial services brand. Planned features include an AI concierge for 24\u002F7 support and the Money Advisory Platform (MAP), which provides personalized financial recommendations based on a customer's life stage. The core philosophy is to use AI to handle routine tasks, thereby freeing human employees to focus on high-value activities like direct customer engagement and complex decision-making.",{"title":112,"searchDepth":113,"depth":113,"links":5020},[5021,5022,5023],{"id":5000,"depth":113,"text":5001},{"id":5007,"depth":113,"text":5008},{"id":5014,"depth":113,"text":5015},[119],{"content_references":5026,"triage":5034},[5027,5030,5032],{"type":126,"title":5028,"url":5029,"context":128},"ChatGPT Enterprise","https:\u002F\u002Fchatgpt.com\u002Fbusiness\u002Fenterprise",{"type":126,"title":5031,"context":128},"Moneytree",{"type":126,"title":5033,"context":128},"WealthNavi",{"relevance":4755,"novelty":178,"quality":178,"actionability":178,"composite":4756,"reasoning":5035},"Category: Product Strategy. The article provides a detailed account of MUFG's strategy to integrate AI into its operations, addressing specific pain points like organizational culture and employee training. It offers actionable insights on implementing AI tools in a large organization, such as the mandatory training program and the creation of custom GPT tools.","\u002Fsummaries\u002Fb7195bbec0581aa4-mufg-s-strategy-for-becoming-an-ai-native-financia-summary","2026-05-30 14:03:22",{"title":4990,"description":112},{"loc":5036},"b7195bbec0581aa4","https:\u002F\u002Fopenai.com\u002Findex\u002Fmufg","summaries\u002Fb7195bbec0581aa4-mufg-s-strategy-for-becoming-an-ai-native-financia-summary",[193,194,195,5044],"enterprise","MUFG is transforming its operations by deploying ChatGPT Enterprise to 35,000 employees, focusing on mandatory training, custom GPT development, and AI-powered customer experiences to shift from efficiency gains to human-centric value creation.",[5044],"NKeUoyZPglWpUDeE5CDS8mGJvEo5B08CBjdXWiTqPWo"]