[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-fe38f40b9d2337f5-don-t-marry-an-ai-agent-platform-focus-on-patterns-summary":3,"summaries-facets-categories":146,"summary-related-fe38f40b9d2337f5-don-t-marry-an-ai-agent-platform-focus-on-patterns-summary":4621},{"id":4,"title":5,"ai":6,"body":13,"categories":103,"created_at":105,"date_modified":105,"description":96,"extension":106,"faq":105,"featured":107,"kicker_label":105,"meta":108,"navigation":125,"path":126,"published_at":127,"question":105,"scraped_at":128,"seo":129,"sitemap":130,"source_id":131,"source_name":132,"source_type":133,"source_url":134,"stem":135,"tags":136,"thumbnail_url":141,"tldr":142,"tweet":143,"unknown_tags":144,"__hash__":145},"summaries\u002Fsummaries\u002Ffe38f40b9d2337f5-don-t-marry-an-ai-agent-platform-focus-on-patterns-summary.md","Don't Marry an AI Agent Platform: Focus on Patterns Instead",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",8762,813,6331,0.00341,{"type":14,"value":15,"toc":95},"minimark",[16,21,25,29,32,61,65,68,88,92],[17,18,20],"h2",{"id":19},"the-case-against-platform-lock-in","The Case Against Platform Lock-in",[22,23,24],"p",{},"New AI agent platforms emerge rapidly, making it risky to commit to a single ecosystem. Instead of choosing one, adopt a multi-platform strategy. By separating your business logic (the \"skills\" or instructions) from the execution platform, you ensure your workflows remain resilient even as individual tools fall behind or change their pricing models.",[17,26,28],{"id":27},"categorizing-agent-workloads","Categorizing Agent Workloads",[22,30,31],{},"To optimize efficiency and cost, categorize your agent tasks into two distinct buckets:",[33,34,35,47],"ul",{},[36,37,38,42,43,46],"li",{},[39,40,41],"strong",{},"Routine Jobs (Category 1):"," These are recurring, low-stakes tasks such as daily reports, SEO health checks, content ingestion, and GitHub PR monitoring. These are best suited for platforms like ",[39,44,45],{},"Hermes",", which offers unlimited scheduled tasks and a superior chat interface (via Discord) for monitoring and interaction.",[36,48,49,52,53,56,57,60],{},[39,50,51],{},"Creative\u002FHigh-Stakes Jobs (Category 2):"," These include writing, design, and coding tasks where output quality is paramount. These should be routed to frontier models like ",[39,54,55],{},"Claude Opus",". Due to Anthropic’s June 15, 2026, policy change, running these models via third-party platforms now incurs pay-as-you-go API costs, making it more economical to run these tasks directly within Anthropic’s native tools like ",[39,58,59],{},"Claude Cowork",".",[17,62,64],{"id":63},"building-a-portable-infrastructure","Building a Portable Infrastructure",[22,66,67],{},"Regardless of the platform, the underlying pattern remains the same: an agent follows a specific \"skill\" (a set of instructions) on a recurring schedule.",[33,69,70,76,82],{},[36,71,72,75],{},[39,73,74],{},"Hardware Setup:"," Use a dedicated machine (e.g., a Mac Mini) to host background agents. This separates automated \"team\" work from your daily driver machine, ensuring tasks run reliably without interruption.",[36,77,78,81],{},[39,79,80],{},"Messaging Interface:"," Use Discord for agent communication. It provides superior markdown support, threading, and multi-channel organization compared to Telegram or Slack, making it feel like interacting with a human team member.",[36,83,84,87],{},[39,85,86],{},"Skill Portability:"," Store your agent instructions (skills) in a centralized file system. This allows you to easily port processes from one platform to another—as evidenced by the author's migration from OpenClaw to Hermes—without re-engineering your business logic.",[17,89,91],{"id":90},"the-night-shift-workflow","The \"Night Shift\" Workflow",[22,93,94],{},"Automate the \"intake\" of your business by having agents ingest transcripts, tweets, and journal entries into a centralized markdown-based file system. Use scheduled cron jobs to trigger agents at off-hours (e.g., 3:00 AM) to synthesize this raw data into daily summaries. This creates a knowledge base that future agents can draw from, turning raw noise into actionable business intelligence.",{"title":96,"searchDepth":97,"depth":97,"links":98},"",2,[99,100,101,102],{"id":19,"depth":97,"text":20},{"id":27,"depth":97,"text":28},{"id":63,"depth":97,"text":64},{"id":90,"depth":97,"text":91},[104],"AI Automation",null,"md",false,{"content_references":109,"triage":120},[110,114,115,118],{"type":111,"title":112,"context":113},"tool","Hermes Agent","recommended",{"type":111,"title":59,"context":113},{"type":111,"title":116,"context":117},"OpenClaw","mentioned",{"type":111,"title":119,"context":113},"Claude Code",{"relevance":121,"novelty":122,"quality":121,"actionability":121,"composite":123,"reasoning":124},4,3,3.8,"Category: AI Automation. The article discusses the importance of avoiding platform lock-in by using a multi-platform strategy for AI agents, which directly addresses the pain point of balancing build vs. buy decisions for AI tooling. It provides actionable insights on categorizing tasks and building a portable infrastructure, making it relevant and practical for the target audience.",true,"\u002Fsummaries\u002Ffe38f40b9d2337f5-don-t-marry-an-ai-agent-platform-focus-on-patterns-summary","2026-06-09 12:48:15","2026-06-09 12:57:49",{"title":5,"description":96},{"loc":126},"fe38f40b9d2337f5","Brian Casel","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=zXaZvQBx9e8","summaries\u002Ffe38f40b9d2337f5-don-t-marry-an-ai-agent-platform-focus-on-patterns-summary",[137,138,139,140],"agents","automation","ai-tools","saas","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FzXaZvQBx9e8\u002Fhqdefault.jpg","Avoid platform lock-in by treating AI agents as modular tools. Use a multi-platform setup to leverage specific strengths—like Hermes for routine automation and Claude Cowork for high-stakes creative work—while keeping your core 'skills' portable.","This video explains the creator's strategy of running multiple AI agent platforms—specifically [Hermes](https:\u002F\u002Fbuildermethods.com\u002Ftools) and [Claude Cowork](https:\u002F\u002Fclaude.com\u002Fcowork)—simultaneously on a dedicated Mac Mini rather than committing to a single ecosystem. The presenter demonstrates how they use Discord as a central interface for managing these agents, delegating routine background tasks like cron jobs to Hermes while using Claude for more interactive or creative work.",[],"5ZCOhLoK-ta_WGbN-hLsoVUDKujO6FvTqHHl534wj2w",[147,150,153,156,158,161,163,165,167,169,171,173,176,178,180,182,184,186,188,190,192,194,196,198,200,202,205,208,210,212,214,216,219,221,223,225,228,230,232,234,236,238,240,242,244,246,248,250,253,255,257,259,261,263,265,267,269,271,273,275,277,279,281,283,285,287,289,291,293,295,297,299,301,303,305,307,309,311,313,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,397,399,401,403,405,407,409,411,413,415,417,419,421,423,425,427,429,431,433,435,437,439,441,443,445,447,449,451,453,455,457,459,461,463,465,467,469,471,473,475,477,479,481,483,485,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4213,4215,4217,4219,4221,4223,4225,4227,4229,4231,4233,4235,4237,4239,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4451,4453,4455,4457,4459,4461,4463,4465,4467,4469,4471,4473,4475,4477,4479,4481,4483,4485,4487,4489,4491,4493,4495,4497,4499,4501,4503,4505,4507,4509,4511,4513,4515,4517,4519,4521,4523,4525,4527,4529,4531,4533,4535,4537,4539,4541,4543,4545,4547,4549,4551,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4597,4599,4601,4603,4605,4607,4609,4611,4613,4615,4617,4619],{"categories":148},[149],"Developer Productivity",{"categories":151},[152],"Business & SaaS",{"categories":154},[155],"AI & LLMs",{"categories":157},[104],{"categories":159},[160],"Product Strategy",{"categories":162},[155],{"categories":164},[149],{"categories":166},[152],{"categories":168},[],{"categories":170},[155],{"categories":172},[],{"categories":174},[175],"AI News & Trends",{"categories":177},[104],{"categories":179},[104],{"categories":181},[175],{"categories":183},[104],{"categories":185},[104],{"categories":187},[104],{"categories":189},[155],{"categories":191},[155],{"categories":193},[155],{"categories":195},[175],{"categories":197},[155],{"categories":199},[155],{"categories":201},[],{"categories":203},[204],"Design & Frontend",{"categories":206},[207],"Data Science & Visualization",{"categories":209},[175],{"categories":211},[155],{"categories":213},[],{"categories":215},[155],{"categories":217},[218],"Software Engineering",{"categories":220},[155],{"categories":222},[104],{"categories":224},[155],{"categories":226},[227],"Marketing & Growth",{"categories":229},[204],{"categories":231},[155],{"categories":233},[104],{"categories":235},[],{"categories":237},[],{"categories":239},[204],{"categories":241},[104],{"categories":243},[149],{"categories":245},[218],{"categories":247},[204],{"categories":249},[155],{"categories":251},[252],"DevOps & Cloud",{"categories":254},[104],{"categories":256},[175],{"categories":258},[155],{"categories":260},[],{"categories":262},[],{"categories":264},[104],{"categories":266},[218],{"categories":268},[],{"categories":270},[152],{"categories":272},[],{"categories":274},[],{"categories":276},[155],{"categories":278},[104],{"categories":280},[155],{"categories":282},[155],{"categories":284},[104],{"categories":286},[155],{"categories":288},[155],{"categories":290},[155],{"categories":292},[],{"categories":294},[218],{"categories":296},[],{"categories":298},[],{"categories":300},[218],{"categories":302},[],{"categories":304},[218],{"categories":306},[155],{"categories":308},[155],{"categories":310},[227],{"categories":312},[204],{"categories":314},[204],{"categories":316},[155],{"categories":318},[218],{"categories":320},[104],{"categories":322},[218],{"categories":324},[155],{"categories":326},[155],{"categories":328},[104],{"categories":330},[104],{"categories":332},[207],{"categories":334},[175],{"categories":336},[104],{"categories":338},[104],{"categories":340},[227],{"categories":342},[104],{"categories":344},[160],{"categories":346},[218],{"categories":348},[],{"categories":350},[104],{"categories":352},[],{"categories":354},[104],{"categories":356},[218],{"categories":358},[252],{"categories":360},[204],{"categories":362},[155],{"categories":364},[],{"categories":366},[218],{"categories":368},[155],{"categories":370},[],{"categories":372},[104],{"categories":374},[],{"categories":376},[155],{"categories":378},[],{"categories":380},[149],{"categories":382},[218],{"categories":384},[152],{"categories":386},[155],{"categories":388},[155],{"categories":390},[175],{"categories":392},[155],{"categories":394},[],{"categories":396},[155],{"categories":398},[],{"categories":400},[218],{"categories":402},[207],{"categories":404},[],{"categories":406},[155],{"categories":408},[204],{"categories":410},[],{"categories":412},[204],{"categories":414},[104],{"categories":416},[],{"categories":418},[155],{"categories":420},[155],{"categories":422},[104],{"categories":424},[175],{"categories":426},[152],{"categories":428},[155],{"categories":430},[],{"categories":432},[218],{"categories":434},[104],{"categories":436},[155],{"categories":438},[160],{"categories":440},[],{"categories":442},[155],{"categories":444},[160],{"categories":446},[104],{"categories":448},[155],{"categories":450},[104],{"categories":452},[],{"categories":454},[207],{"categories":456},[155],{"categories":458},[],{"categories":460},[149],{"categories":462},[155],{"categories":464},[152],{"categories":466},[155],{"categories":468},[104],{"categories":470},[155],{"categories":472},[218],{"categories":474},[155],{"categories":476},[],{"categories":478},[],{"categories":480},[155],{"categories":482},[155],{"categories":484},[],{"categories":486},[204],{"categories":488},[],{"categories":490},[155],{"categories":492},[],{"categories":494},[104],{"categories":496},[155],{"categories":498},[204],{"categories":500},[],{"categories":502},[155],{"categories":504},[155],{"categories":506},[152],{"categories":508},[104],{"categories":510},[155],{"categories":512},[155],{"categories":514},[204],{"categories":516},[104],{"categories":518},[],{"categories":520},[104],{"categories":522},[],{"categories":524},[175],{"categories":526},[],{"categories":528},[155],{"categories":530},[152,227],{"categories":532},[],{"categories":534},[155],{"categories":536},[104],{"categories":538},[],{"categories":540},[],{"categories":542},[204],{"categories":544},[155],{"categories":546},[],{"categories":548},[155],{"categories":550},[252],{"categories":552},[],{"categories":554},[175],{"categories":556},[204],{"categories":558},[],{"categories":560},[175],{"categories":562},[155],{"categories":564},[104],{"categories":566},[175],{"categories":568},[155],{"categories":570},[227],{"categories":572},[],{"categories":574},[152],{"categories":576},[218],{"categories":578},[155],{"categories":580},[104],{"categories":582},[],{"categories":584},[155,252],{"categories":586},[155],{"categories":588},[155],{"categories":590},[155],{"categories":592},[104],{"categories":594},[155,218],{"categories":596},[207],{"categories":598},[155],{"categories":600},[218],{"categories":602},[227],{"categories":604},[104],{"categories":606},[155],{"categories":608},[104],{"categories":610},[],{"categories":612},[104],{"categories":614},[155],{"categories":616},[155,152],{"categories":618},[152],{"categories":620},[],{"categories":622},[204],{"categories":624},[204],{"categories":626},[],{"categories":628},[],{"categories":630},[175],{"categories":632},[],{"categories":634},[149],{"categories":636},[155],{"categories":638},[218],{"categories":640},[155],{"categories":642},[204],{"categories":644},[104],{"categories":646},[218],{"categories":648},[175],{"categories":650},[204],{"categories":652},[],{"categories":654},[155],{"categories":656},[155],{"categories":658},[155],{"categories":660},[155],{"categories":662},[155],{"categories":664},[155],{"categories":666},[175],{"categories":668},[149],{"categories":670},[155],{"categories":672},[104],{"categories":674},[252],{"categories":676},[204],{"categories":678},[155],{"categories":680},[104],{"categories":682},[],{"categories":684},[],{"categories":686},[204],{"categories":688},[175],{"categories":690},[207],{"categories":692},[],{"categories":694},[155],{"categories":696},[155],{"categories":698},[152],{"categories":700},[155],{"categories":702},[155],{"categories":704},[155],{"categories":706},[175],{"categories":708},[204],{"categories":710},[],{"categories":712},[104],{"categories":714},[218],{"categories":716},[],{"categories":718},[155],{"categories":720},[155],{"categories":722},[104],{"categories":724},[218],{"categories":726},[155],{"categories":728},[],{"categories":730},[],{"categories":732},[155],{"categories":734},[],{"categories":736},[160],{"categories":738},[152],{"categories":740},[104],{"categories":742},[104],{"categories":744},[],{"categories":746},[149],{"categories":748},[155],{"categories":750},[152],{"categories":752},[175],{"categories":754},[149],{"categories":756},[],{"categories":758},[155],{"categories":760},[],{"categories":762},[],{"categories":764},[175],{"categories":766},[175],{"categories":768},[],{"categories":770},[204],{"categories":772},[218],{"categories":774},[],{"categories":776},[152],{"categories":778},[],{"categories":780},[],{"categories":782},[149],{"categories":784},[],{"categories":786},[227],{"categories":788},[104],{"categories":790},[152],{"categories":792},[104],{"categories":794},[218],{"categories":796},[],{"categories":798},[160],{"categories":800},[204],{"categories":802},[218],{"categories":804},[155],{"categories":806},[104],{"categories":808},[152],{"categories":810},[155],{"categories":812},[],{"categories":814},[],{"categories":816},[218],{"categories":818},[207],{"categories":820},[160],{"categories":822},[104],{"categories":824},[155],{"categories":826},[],{"categories":828},[252],{"categories":830},[],{"categories":832},[104],{"categories":834},[],{"categories":836},[149],{"categories":838},[],{"categories":840},[155],{"categories":842},[155],{"categories":844},[204],{"categories":846},[227],{"categories":848},[218],{"categories":850},[104],{"categories":852},[],{"categories":854},[218],{"categories":856},[149],{"categories":858},[],{"categories":860},[175],{"categories":862},[155,252],{"categories":864},[155],{"categories":866},[175],{"categories":868},[155],{"categories":870},[155],{"categories":872},[152],{"categories":874},[155],{"categories":876},[],{"categories":878},[155],{"categories":880},[152],{"categories":882},[155],{"categories":884},[],{"categories":886},[104],{"categories":888},[218],{"categories":890},[204],{"categories":892},[175],{"categories":894},[207],{"categories":896},[155],{"categories":898},[149],{"categories":900},[155],{"categories":902},[104],{"categories":904},[218],{"categories":906},[],{"categories":908},[],{"categories":910},[104],{"categories":912},[160],{"categories":914},[],{"categories":916},[155],{"categories":918},[],{"categories":920},[204],{"categories":922},[104],{"categories":924},[218],{"categories":926},[204],{"categories":928},[155],{"categories":930},[204],{"categories":932},[],{"categories":934},[],{"categories":936},[175],{"categories":938},[104],{"categories":940},[104],{"categories":942},[155],{"categories":944},[155],{"categories":946},[155],{"categories":948},[152],{"categories":950},[155],{"categories":952},[],{"categories":954},[218],{"categories":956},[218],{"categories":958},[152],{"categories":960},[],{"categories":962},[155],{"categories":964},[155],{"categories":966},[104],{"categories":968},[149],{"categories":970},[152],{"categories":972},[175],{"categories":974},[104],{"categories":976},[227],{"categories":978},[155],{"categories":980},[104],{"categories":982},[],{"categories":984},[204],{"categories":986},[],{"categories":988},[155],{"categories":990},[155],{"categories":992},[],{"categories":994},[152],{"categories":996},[104],{"categories":998},[],{"categories":1000},[155],{"categories":1002},[252],{"categories":1004},[207],{"categories":1006},[218],{"categories":1008},[227],{"categories":1010},[155],{"categories":1012},[204],{"categories":1014},[155],{"categories":1016},[218],{"categories":1018},[104],{"categories":1020},[],{"categories":1022},[],{"categories":1024},[104],{"categories":1026},[149],{"categories":1028},[104],{"categories":1030},[160],{"categories":1032},[152],{"categories":1034},[],{"categories":1036},[155],{"categories":1038},[160],{"categories":1040},[155],{"categories":1042},[155],{"categories":1044},[155],{"categories":1046},[155],{"categories":1048},[227],{"categories":1050},[155],{"categories":1052},[155],{"categories":1054},[155],{"categories":1056},[204],{"categories":1058},[104],{"categories":1060},[],{"categories":1062},[],{"categories":1064},[252],{"categories":1066},[218],{"categories":1068},[],{"categories":1070},[104],{"categories":1072},[155],{"categories":1074},[204,155],{"categories":1076},[149],{"categories":1078},[],{"categories":1080},[155],{"categories":1082},[149],{"categories":1084},[204],{"categories":1086},[104],{"categories":1088},[218],{"categories":1090},[],{"categories":1092},[155],{"categories":1094},[],{"categories":1096},[],{"categories":1098},[155],{"categories":1100},[149],{"categories":1102},[155],{"categories":1104},[],{"categories":1106},[104],{"categories":1108},[160],{"categories":1110},[155],{"categories":1112},[155],{"categories":1114},[155],{"categories":1116},[204],{"categories":1118},[104],{"categories":1120},[252],{"categories":1122},[204],{"categories":1124},[152],{"categories":1126},[104],{"categories":1128},[155],{"categories":1130},[155],{"categories":1132},[155],{"categories":1134},[104],{"categories":1136},[218],{"categories":1138},[155],{"categories":1140},[160],{"categories":1142},[],{"categories":1144},[175],{"categories":1146},[],{"categories":1148},[160],{"categories":1150},[104],{"categories":1152},[204],{"categories":1154},[155],{"categories":1156},[155],{"categories":1158},[104],{"categories":1160},[218],{"categories":1162},[204],{"categories":1164},[104],{"categories":1166},[175],{"categories":1168},[],{"categories":1170},[155],{"categories":1172},[],{"categories":1174},[155],{"categories":1176},[204],{"categories":1178},[155],{"categories":1180},[149],{"categories":1182},[175],{"categories":1184},[155],{"categories":1186},[227],{"categories":1188},[155],{"categories":1190},[155],{"categories":1192},[104],{"categories":1194},[104],{"categories":1196},[155],{"categories":1198},[104],{"categories":1200},[104],{"categories":1202},[155],{"categories":1204},[155],{"categories":1206},[104],{"categories":1208},[204],{"categories":1210},[155],{"categories":1212},[155],{"categories":1214},[],{"categories":1216},[],{"categories":1218},[218],{"categories":1220},[],{"categories":1222},[149],{"categories":1224},[252],{"categories":1226},[155],{"categories":1228},[],{"categories":1230},[149],{"categories":1232},[152],{"categories":1234},[155],{"categories":1236},[227],{"categories":1238},[],{"categories":1240},[152],{"categories":1242},[],{"categories":1244},[155],{"categories":1246},[218],{"categories":1248},[],{"categories":1250},[],{"categories":1252},[],{"categories":1254},[],{"categories":1256},[155],{"categories":1258},[104],{"categories":1260},[252],{"categories":1262},[149],{"categories":1264},[218],{"categories":1266},[155],{"categories":1268},[155],{"categories":1270},[218],{"categories":1272},[160],{"categories":1274},[155],{"categories":1276},[227],{"categories":1278},[152],{"categories":1280},[155],{"categories":1282},[155],{"categories":1284},[155],{"categories":1286},[155,149],{"categories":1288},[218],{"categories":1290},[218],{"categories":1292},[204],{"categories":1294},[104],{"categories":1296},[155],{"categories":1298},[155],{"categories":1300},[],{"categories":1302},[],{"categories":1304},[155],{"categories":1306},[],{"categories":1308},[218],{"categories":1310},[207],{"categories":1312},[175],{"categories":1314},[204],{"categories":1316},[155],{"categories":1318},[218],{"categories":1320},[],{"categories":1322},[155],{"categories":1324},[155],{"categories":1326},[],{"categories":1328},[104],{"categories":1330},[155],{"categories":1332},[155],{"categories":1334},[],{"categories":1336},[104],{"categories":1338},[155],{"categories":1340},[152],{"categories":1342},[],{"categories":1344},[149],{"categories":1346},[155],{"categories":1348},[149],{"categories":1350},[155],{"categories":1352},[218],{"categories":1354},[227],{"categories":1356},[104],{"categories":1358},[104],{"categories":1360},[155,204],{"categories":1362},[175],{"categories":1364},[155],{"categories":1366},[204],{"categories":1368},[],{"categories":1370},[218],{"categories":1372},[252],{"categories":1374},[204],{"categories":1376},[218],{"categories":1378},[155],{"categories":1380},[155],{"categories":1382},[104],{"categories":1384},[],{"categories":1386},[],{"categories":1388},[],{"categories":1390},[],{"categories":1392},[218],{"categories":1394},[104],{"categories":1396},[104],{"categories":1398},[252],{"categories":1400},[155],{"categories":1402},[155],{"categories":1404},[104],{"categories":1406},[155],{"categories":1408},[155],{"categories":1410},[],{"categories":1412},[204],{"categories":1414},[218],{"categories":1416},[],{"categories":1418},[],{"categories":1420},[104],{"categories":1422},[],{"categories":1424},[],{"categories":1426},[227],{"categories":1428},[227],{"categories":1430},[104],{"categories":1432},[218],{"categories":1434},[],{"categories":1436},[155],{"categories":1438},[155],{"categories":1440},[218],{"categories":1442},[204],{"categories":1444},[204],{"categories":1446},[104],{"categories":1448},[149],{"categories":1450},[155],{"categories":1452},[155],{"categories":1454},[204],{"categories":1456},[204],{"categories":1458},[104],{"categories":1460},[104],{"categories":1462},[155],{"categories":1464},[],{"categories":1466},[155],{"categories":1468},[],{"categories":1470},[155],{"categories":1472},[104],{"categories":1474},[175],{"categories":1476},[218],{"categories":1478},[155],{"categories":1480},[149],{"categories":1482},[155],{"categories":1484},[],{"categories":1486},[104],{"categories":1488},[104],{"categories":1490},[],{"categories":1492},[155],{"categories":1494},[149],{"categories":1496},[155],{"categories":1498},[149],{"categories":1500},[149],{"categories":1502},[],{"categories":1504},[218],{"categories":1506},[],{"categories":1508},[104],{"categories":1510},[175],{"categories":1512},[155],{"categories":1514},[104],{"categories":1516},[155],{"categories":1518},[104],{"categories":1520},[155],{"categories":1522},[175],{"categories":1524},[207],{"categories":1526},[155],{"categories":1528},[160],{"categories":1530},[175],{"categories":1532},[204],{"categories":1534},[],{"categories":1536},[],{"categories":1538},[175],{"categories":1540},[],{"categories":1542},[],{"categories":1544},[],{"categories":1546},[],{"categories":1548},[218],{"categories":1550},[218],{"categories":1552},[207],{"categories":1554},[],{"categories":1556},[155],{"categories":1558},[155],{"categories":1560},[207],{"categories":1562},[218],{"categories":1564},[],{"categories":1566},[],{"categories":1568},[104],{"categories":1570},[104],{"categories":1572},[218],{"categories":1574},[104],{"categories":1576},[175],{"categories":1578},[175],{"categories":1580},[104],{"categories":1582},[104],{"categories":1584},[149],{"categories":1586},[155,252],{"categories":1588},[],{"categories":1590},[204],{"categories":1592},[218],{"categories":1594},[149],{"categories":1596},[104],{"categories":1598},[204],{"categories":1600},[],{"categories":1602},[104],{"categories":1604},[104],{"categories":1606},[155],{"categories":1608},[227],{"categories":1610},[218],{"categories":1612},[204],{"categories":1614},[155],{"categories":1616},[],{"categories":1618},[104],{"categories":1620},[204],{"categories":1622},[155],{"categories":1624},[104],{"categories":1626},[104],{"categories":1628},[104],{"categories":1630},[227],{"categories":1632},[207],{"categories":1634},[155],{"categories":1636},[104],{"categories":1638},[155],{"categories":1640},[],{"categories":1642},[227],{"categories":1644},[175],{"categories":1646},[218],{"categories":1648},[155],{"categories":1650},[104],{"categories":1652},[],{"categories":1654},[],{"categories":1656},[155],{"categories":1658},[104],{"categories":1660},[155],{"categories":1662},[175],{"categories":1664},[155],{"categories":1666},[104],{"categories":1668},[104],{"categories":1670},[],{"categories":1672},[155],{"categories":1674},[],{"categories":1676},[],{"categories":1678},[155],{"categories":1680},[104],{"categories":1682},[],{"categories":1684},[],{"categories":1686},[207],{"categories":1688},[155],{"categories":1690},[207],{"categories":1692},[175],{"categories":1694},[155],{"categories":1696},[155],{"categories":1698},[104],{"categories":1700},[155],{"categories":1702},[104],{"categories":1704},[],{"categories":1706},[],{"categories":1708},[252],{"categories":1710},[155],{"categories":1712},[],{"categories":1714},[],{"categories":1716},[149],{"categories":1718},[],{"categories":1720},[],{"categories":1722},[155],{"categories":1724},[],{"categories":1726},[],{"categories":1728},[218],{"categories":1730},[175],{"categories":1732},[227],{"categories":1734},[152],{"categories":1736},[155],{"categories":1738},[155],{"categories":1740},[152],{"categories":1742},[],{"categories":1744},[204],{"categories":1746},[104],{"categories":1748},[152],{"categories":1750},[155],{"categories":1752},[155],{"categories":1754},[149],{"categories":1756},[155],{"categories":1758},[],{"categories":1760},[149],{"categories":1762},[155],{"categories":1764},[227],{"categories":1766},[104],{"categories":1768},[175],{"categories":1770},[155],{"categories":1772},[152],{"categories":1774},[155],{"categories":1776},[155],{"categories":1778},[104],{"categories":1780},[],{"categories":1782},[155],{"categories":1784},[149],{"categories":1786},[155],{"categories":1788},[155],{"categories":1790},[],{"categories":1792},[175],{"categories":1794},[155],{"categories":1796},[155],{"categories":1798},[],{"categories":1800},[152],{"categories":1802},[152],{"categories":1804},[160],{"categories":1806},[155],{"categories":1808},[155],{"categories":1810},[],{"categories":1812},[218],{"categories":1814},[],{"categories":1816},[],{"categories":1818},[155],{"categories":1820},[175],{"categories":1822},[],{"categories":1824},[252],{"categories":1826},[155],{"categories":1828},[155],{"categories":1830},[],{"categories":1832},[155],{"categories":1834},[218],{"categories":1836},[155],{"categories":1838},[155],{"categories":1840},[155,252],{"categories":1842},[155],{"categories":1844},[155],{"categories":1846},[204],{"categories":1848},[104],{"categories":1850},[],{"categories":1852},[104],{"categories":1854},[104],{"categories":1856},[155],{"categories":1858},[155],{"categories":1860},[155],{"categories":1862},[155],{"categories":1864},[149],{"categories":1866},[207],{"categories":1868},[149],{"categories":1870},[218],{"categories":1872},[204],{"categories":1874},[104],{"categories":1876},[],{"categories":1878},[155],{"categories":1880},[175],{"categories":1882},[155],{"categories":1884},[104],{"categories":1886},[155],{"categories":1888},[155],{"categories":1890},[152],{"categories":1892},[],{"categories":1894},[252],{"categories":1896},[204],{"categories":1898},[204],{"categories":1900},[218],{"categories":1902},[104],{"categories":1904},[155],{"categories":1906},[152],{"categories":1908},[175],{"categories":1910},[204],{"categories":1912},[104],{"categories":1914},[155],{"categories":1916},[],{"categories":1918},[155],{"categories":1920},[155],{"categories":1922},[],{"categories":1924},[],{"categories":1926},[155],{"categories":1928},[155],{"categories":1930},[155],{"categories":1932},[155],{"categories":1934},[104],{"categories":1936},[155],{"categories":1938},[155],{"categories":1940},[],{"categories":1942},[207],{"categories":1944},[155],{"categories":1946},[104],{"categories":1948},[],{"categories":1950},[],{"categories":1952},[155],{"categories":1954},[155],{"categories":1956},[155],{"categories":1958},[175],{"categories":1960},[],{"categories":1962},[204],{"categories":1964},[155],{"categories":1966},[252],{"categories":1968},[175],{"categories":1970},[218],{"categories":1972},[218],{"categories":1974},[175],{"categories":1976},[175],{"categories":1978},[252],{"categories":1980},[],{"categories":1982},[175],{"categories":1984},[155],{"categories":1986},[149],{"categories":1988},[155],{"categories":1990},[175],{"categories":1992},[],{"categories":1994},[155],{"categories":1996},[218],{"categories":1998},[207],{"categories":2000},[155],{"categories":2002},[175],{"categories":2004},[218],{"categories":2006},[104],{"categories":2008},[175],{"categories":2010},[252],{"categories":2012},[104],{"categories":2014},[155],{"categories":2016},[155],{"categories":2018},[155],{"categories":2020},[],{"categories":2022},[152],{"categories":2024},[],{"categories":2026},[],{"categories":2028},[155],{"categories":2030},[155],{"categories":2032},[155],{"categories":2034},[155],{"categories":2036},[],{"categories":2038},[207],{"categories":2040},[149],{"categories":2042},[104],{"categories":2044},[204],{"categories":2046},[],{"categories":2048},[155],{"categories":2050},[218],{"categories":2052},[155],{"categories":2054},[252],{"categories":2056},[252],{"categories":2058},[],{"categories":2060},[104],{"categories":2062},[175],{"categories":2064},[175],{"categories":2066},[155],{"categories":2068},[104],{"categories":2070},[],{"categories":2072},[204],{"categories":2074},[155],{"categories":2076},[155],{"categories":2078},[],{"categories":2080},[155],{"categories":2082},[],{"categories":2084},[155],{"categories":2086},[218],{"categories":2088},[252],{"categories":2090},[155],{"categories":2092},[218],{"categories":2094},[152],{"categories":2096},[155],{"categories":2098},[],{"categories":2100},[104],{"categories":2102},[149],{"categories":2104},[149],{"categories":2106},[],{"categories":2108},[155],{"categories":2110},[155],{"categories":2112},[218],{"categories":2114},[204],{"categories":2116},[155],{"categories":2118},[104],{"categories":2120},[],{"categories":2122},[155],{"categories":2124},[155],{"categories":2126},[104],{"categories":2128},[],{"categories":2130},[104],{"categories":2132},[218],{"categories":2134},[],{"categories":2136},[155],{"categories":2138},[104],{"categories":2140},[152],{"categories":2142},[],{"categories":2144},[155],{"categories":2146},[],{"categories":2148},[155],{"categories":2150},[155],{"categories":2152},[],{"categories":2154},[155],{"categories":2156},[155],{"categories":2158},[175],{"categories":2160},[155],{"categories":2162},[155],{"categories":2164},[149],{"categories":2166},[155],{"categories":2168},[207],{"categories":2170},[175],{"categories":2172},[104],{"categories":2174},[],{"categories":2176},[155],{"categories":2178},[204],{"categories":2180},[227],{"categories":2182},[155],{"categories":2184},[104],{"categories":2186},[],{"categories":2188},[],{"categories":2190},[],{"categories":2192},[149],{"categories":2194},[175],{"categories":2196},[104],{"categories":2198},[155],{"categories":2200},[155],{"categories":2202},[204],{"categories":2204},[104],{"categories":2206},[],{"categories":2208},[104],{"categories":2210},[104],{"categories":2212},[],{"categories":2214},[155],{"categories":2216},[104],{"categories":2218},[155],{"categories":2220},[],{"categories":2222},[155],{"categories":2224},[155],{"categories":2226},[175],{"categories":2228},[204],{"categories":2230},[104],{"categories":2232},[204],{"categories":2234},[152],{"categories":2236},[],{"categories":2238},[],{"categories":2240},[155],{"categories":2242},[149],{"categories":2244},[175],{"categories":2246},[],{"categories":2248},[204],{"categories":2250},[],{"categories":2252},[218],{"categories":2254},[218],{"categories":2256},[204],{"categories":2258},[218],{"categories":2260},[],{"categories":2262},[155],{"categories":2264},[155],{"categories":2266},[],{"categories":2268},[227],{"categories":2270},[155],{"categories":2272},[252],{"categories":2274},[218],{"categories":2276},[],{"categories":2278},[104],{"categories":2280},[155],{"categories":2282},[149],{"categories":2284},[104],{"categories":2286},[104],{"categories":2288},[155],{"categories":2290},[155],{"categories":2292},[],{"categories":2294},[149],{"categories":2296},[155],{"categories":2298},[152],{"categories":2300},[218],{"categories":2302},[204],{"categories":2304},[],{"categories":2306},[],{"categories":2308},[],{"categories":2310},[104],{"categories":2312},[218],{"categories":2314},[204],{"categories":2316},[175],{"categories":2318},[155],{"categories":2320},[175],{"categories":2322},[104],{"categories":2324},[204],{"categories":2326},[155],{"categories":2328},[],{"categories":2330},[155],{"categories":2332},[204],{"categories":2334},[175],{"categories":2336},[152],{"categories":2338},[218],{"categories":2340},[155],{"categories":2342},[175],{"categories":2344},[227],{"categories":2346},[],{"categories":2348},[],{"categories":2350},[207],{"categories":2352},[155,218],{"categories":2354},[175],{"categories":2356},[155],{"categories":2358},[155],{"categories":2360},[104],{"categories":2362},[155],{"categories":2364},[104],{"categories":2366},[155],{"categories":2368},[155],{"categories":2370},[],{"categories":2372},[218],{"categories":2374},[155],{"categories":2376},[207],{"categories":2378},[104],{"categories":2380},[227],{"categories":2382},[252],{"categories":2384},[],{"categories":2386},[149],{"categories":2388},[104],{"categories":2390},[104],{"categories":2392},[160],{"categories":2394},[218],{"categories":2396},[155],{"categories":2398},[155],{"categories":2400},[],{"categories":2402},[],{"categories":2404},[],{"categories":2406},[252],{"categories":2408},[155],{"categories":2410},[175],{"categories":2412},[155],{"categories":2414},[155],{"categories":2416},[155],{"categories":2418},[],{"categories":2420},[207],{"categories":2422},[152],{"categories":2424},[104],{"categories":2426},[],{"categories":2428},[155],{"categories":2430},[104],{"categories":2432},[155],{"categories":2434},[252],{"categories":2436},[],{"categories":2438},[204],{"categories":2440},[204],{"categories":2442},[],{"categories":2444},[218],{"categories":2446},[155],{"categories":2448},[204],{"categories":2450},[155],{"categories":2452},[152],{"categories":2454},[],{"categories":2456},[175],{"categories":2458},[155],{"categories":2460},[155],{"categories":2462},[204],{"categories":2464},[104],{"categories":2466},[175],{"categories":2468},[],{"categories":2470},[104],{"categories":2472},[104],{"categories":2474},[204],{"categories":2476},[155],{"categories":2478},[],{"categories":2480},[155],{"categories":2482},[155],{"categories":2484},[252],{"categories":2486},[175],{"categories":2488},[207],{"categories":2490},[207],{"categories":2492},[],{"categories":2494},[],{"categories":2496},[],{"categories":2498},[104],{"categories":2500},[104],{"categories":2502},[218],{"categories":2504},[218],{"categories":2506},[155],{"categories":2508},[155],{"categories":2510},[],{"categories":2512},[],{"categories":2514},[155],{"categories":2516},[],{"categories":2518},[155],{"categories":2520},[104],{"categories":2522},[155],{"categories":2524},[],{"categories":2526},[160],{"categories":2528},[155],{"categories":2530},[204],{"categories":2532},[155],{"categories":2534},[152],{"categories":2536},[155],{"categories":2538},[227],{"categories":2540},[104],{"categories":2542},[155],{"categories":2544},[155],{"categories":2546},[155],{"categories":2548},[218],{"categories":2550},[],{"categories":2552},[175],{"categories":2554},[104],{"categories":2556},[],{"categories":2558},[175],{"categories":2560},[104],{"categories":2562},[104],{"categories":2564},[155],{"categories":2566},[104],{"categories":2568},[],{"categories":2570},[152],{"categories":2572},[104],{"categories":2574},[],{"categories":2576},[218],{"categories":2578},[155],{"categories":2580},[149],{"categories":2582},[175],{"categories":2584},[252],{"categories":2586},[104],{"categories":2588},[155],{"categories":2590},[104],{"categories":2592},[149],{"categories":2594},[],{"categories":2596},[155],{"categories":2598},[],{"categories":2600},[],{"categories":2602},[204],{"categories":2604},[155,152],{"categories":2606},[104],{"categories":2608},[155],{"categories":2610},[],{"categories":2612},[149],{"categories":2614},[207],{"categories":2616},[155],{"categories":2618},[218],{"categories":2620},[155],{"categories":2622},[104],{"categories":2624},[155],{"categories":2626},[155],{"categories":2628},[155],{"categories":2630},[175],{"categories":2632},[104],{"categories":2634},[155],{"categories":2636},[],{"categories":2638},[],{"categories":2640},[104],{"categories":2642},[155],{"categories":2644},[252],{"categories":2646},[],{"categories":2648},[155],{"categories":2650},[104],{"categories":2652},[104],{"categories":2654},[],{"categories":2656},[104],{"categories":2658},[155],{"categories":2660},[227],{"categories":2662},[207],{"categories":2664},[104],{"categories":2666},[155],{"categories":2668},[252],{"categories":2670},[],{"categories":2672},[155],{"categories":2674},[227],{"categories":2676},[204],{"categories":2678},[155],{"categories":2680},[155],{"categories":2682},[],{"categories":2684},[227],{"categories":2686},[175],{"categories":2688},[155],{"categories":2690},[155],{"categories":2692},[149],{"categories":2694},[155],{"categories":2696},[],{"categories":2698},[],{"categories":2700},[204],{"categories":2702},[155],{"categories":2704},[207],{"categories":2706},[227],{"categories":2708},[104],{"categories":2710},[227],{"categories":2712},[175],{"categories":2714},[],{"categories":2716},[155],{"categories":2718},[],{"categories":2720},[155],{"categories":2722},[104],{"categories":2724},[155],{"categories":2726},[155],{"categories":2728},[],{"categories":2730},[155,218],{"categories":2732},[175],{"categories":2734},[104],{"categories":2736},[218],{"categories":2738},[155],{"categories":2740},[149],{"categories":2742},[],{"categories":2744},[],{"categories":2746},[104],{"categories":2748},[218],{"categories":2750},[149],{"categories":2752},[218],{"categories":2754},[218],{"categories":2756},[155],{"categories":2758},[227],{"categories":2760},[155],{"categories":2762},[218],{"categories":2764},[],{"categories":2766},[204,155],{"categories":2768},[252],{"categories":2770},[149],{"categories":2772},[],{"categories":2774},[155],{"categories":2776},[152],{"categories":2778},[152],{"categories":2780},[155],{"categories":2782},[155],{"categories":2784},[155],{"categories":2786},[218],{"categories":2788},[104],{"categories":2790},[175],{"categories":2792},[227],{"categories":2794},[204],{"categories":2796},[155],{"categories":2798},[155],{"categories":2800},[155],{"categories":2802},[155],{"categories":2804},[149],{"categories":2806},[155],{"categories":2808},[104],{"categories":2810},[104],{"categories":2812},[175],{"categories":2814},[218],{"categories":2816},[],{"categories":2818},[],{"categories":2820},[207],{"categories":2822},[218],{"categories":2824},[155],{"categories":2826},[204],{"categories":2828},[155],{"categories":2830},[207],{"categories":2832},[155],{"categories":2834},[155],{"categories":2836},[155],{"categories":2838},[104],{"categories":2840},[104],{"categories":2842},[155,152],{"categories":2844},[],{"categories":2846},[204],{"categories":2848},[],{"categories":2850},[155],{"categories":2852},[175],{"categories":2854},[149],{"categories":2856},[149],{"categories":2858},[104],{"categories":2860},[104],{"categories":2862},[104],{"categories":2864},[155],{"categories":2866},[155],{"categories":2868},[152],{"categories":2870},[218],{"categories":2872},[227],{"categories":2874},[155],{"categories":2876},[],{"categories":2878},[175],{"categories":2880},[155],{"categories":2882},[155],{"categories":2884},[155],{"categories":2886},[155],{"categories":2888},[155],{"categories":2890},[218],{"categories":2892},[175],{"categories":2894},[218],{"categories":2896},[218],{"categories":2898},[155],{"categories":2900},[155],{"categories":2902},[155],{"categories":2904},[104],{"categories":2906},[175],{"categories":2908},[104],{"categories":2910},[155],{"categories":2912},[204],{"categories":2914},[155],{"categories":2916},[155],{"categories":2918},[252],{"categories":2920},[155],{"categories":2922},[160],{"categories":2924},[104],{"categories":2926},[155],{"categories":2928},[175],{"categories":2930},[104],{"categories":2932},[227],{"categories":2934},[155],{"categories":2936},[152],{"categories":2938},[155],{"categories":2940},[],{"categories":2942},[155],{"categories":2944},[155],{"categories":2946},[],{"categories":2948},[],{"categories":2950},[],{"categories":2952},[152],{"categories":2954},[155],{"categories":2956},[104],{"categories":2958},[175],{"categories":2960},[175],{"categories":2962},[175],{"categories":2964},[175],{"categories":2966},[],{"categories":2968},[149],{"categories":2970},[104],{"categories":2972},[175],{"categories":2974},[155],{"categories":2976},[149],{"categories":2978},[104],{"categories":2980},[155],{"categories":2982},[155,104],{"categories":2984},[104],{"categories":2986},[252],{"categories":2988},[175],{"categories":2990},[104],{"categories":2992},[175],{"categories":2994},[104],{"categories":2996},[155],{"categories":2998},[],{"categories":3000},[175],{"categories":3002},[227],{"categories":3004},[149],{"categories":3006},[155],{"categories":3008},[155],{"categories":3010},[],{"categories":3012},[218],{"categories":3014},[],{"categories":3016},[149],{"categories":3018},[104],{"categories":3020},[175],{"categories":3022},[155],{"categories":3024},[175],{"categories":3026},[149],{"categories":3028},[175],{"categories":3030},[175],{"categories":3032},[],{"categories":3034},[152],{"categories":3036},[104],{"categories":3038},[175],{"categories":3040},[175],{"categories":3042},[175],{"categories":3044},[175],{"categories":3046},[175],{"categories":3048},[175],{"categories":3050},[175],{"categories":3052},[175],{"categories":3054},[175],{"categories":3056},[175],{"categories":3058},[207],{"categories":3060},[149],{"categories":3062},[155],{"categories":3064},[155],{"categories":3066},[104],{"categories":3068},[104],{"categories":3070},[],{"categories":3072},[155,149],{"categories":3074},[],{"categories":3076},[104],{"categories":3078},[175],{"categories":3080},[104],{"categories":3082},[155],{"categories":3084},[155],{"categories":3086},[155],{"categories":3088},[155],{"categories":3090},[155],{"categories":3092},[104],{"categories":3094},[152],{"categories":3096},[104],{"categories":3098},[],{"categories":3100},[204],{"categories":3102},[175],{"categories":3104},[155],{"categories":3106},[],{"categories":3108},[],{"categories":3110},[104],{"categories":3112},[204],{"categories":3114},[155],{"categories":3116},[],{"categories":3118},[155],{"categories":3120},[],{"categories":3122},[227],{"categories":3124},[155],{"categories":3126},[],{"categories":3128},[],{"categories":3130},[175],{"categories":3132},[149],{"categories":3134},[155],{"categories":3136},[152],{"categories":3138},[155],{"categories":3140},[155],{"categories":3142},[152],{"categories":3144},[204],{"categories":3146},[],{"categories":3148},[155],{"categories":3150},[175],{"categories":3152},[],{"categories":3154},[204],{"categories":3156},[155],{"categories":3158},[227],{"categories":3160},[155],{"categories":3162},[252],{"categories":3164},[],{"categories":3166},[227],{"categories":3168},[],{"categories":3170},[155],{"categories":3172},[],{"categories":3174},[104],{"categories":3176},[218],{"categories":3178},[],{"categories":3180},[152],{"categories":3182},[149],{"categories":3184},[104],{"categories":3186},[204],{"categories":3188},[218],{"categories":3190},[],{"categories":3192},[],{"categories":3194},[155],{"categories":3196},[149],{"categories":3198},[155],{"categories":3200},[227],{"categories":3202},[],{"categories":3204},[104],{"categories":3206},[104],{"categories":3208},[175],{"categories":3210},[218],{"categories":3212},[155],{"categories":3214},[104],{"categories":3216},[155],{"categories":3218},[104],{"categories":3220},[155],{"categories":3222},[160],{"categories":3224},[227],{"categories":3226},[175],{"categories":3228},[],{"categories":3230},[227],{"categories":3232},[],{"categories":3234},[218],{"categories":3236},[104],{"categories":3238},[],{"categories":3240},[155],{"categories":3242},[155],{"categories":3244},[104],{"categories":3246},[152],{"categories":3248},[149],{"categories":3250},[155],{"categories":3252},[204],{"categories":3254},[218],{"categories":3256},[218],{"categories":3258},[155],{"categories":3260},[207],{"categories":3262},[104],{"categories":3264},[155],{"categories":3266},[104],{"categories":3268},[152],{"categories":3270},[204],{"categories":3272},[218],{"categories":3274},[104],{"categories":3276},[155],{"categories":3278},[155],{"categories":3280},[104],{"categories":3282},[155],{"categories":3284},[175],{"categories":3286},[],{"categories":3288},[149],{"categories":3290},[155],{"categories":3292},[155],{"categories":3294},[155],{"categories":3296},[104],{"categories":3298},[155],{"categories":3300},[155],{"categories":3302},[],{"categories":3304},[155],{"categories":3306},[204],{"categories":3308},[152],{"categories":3310},[175],{"categories":3312},[104],{"categories":3314},[155],{"categories":3316},[155],{"categories":3318},[204],{"categories":3320},[104],{"categories":3322},[155],{"categories":3324},[227],{"categories":3326},[207],{"categories":3328},[155],{"categories":3330},[175],{"categories":3332},[155],{"categories":3334},[104],{"categories":3336},[252],{"categories":3338},[155],{"categories":3340},[104],{"categories":3342},[207],{"categories":3344},[],{"categories":3346},[104],{"categories":3348},[218],{"categories":3350},[204],{"categories":3352},[155],{"categories":3354},[149],{"categories":3356},[218],{"categories":3358},[152],{"categories":3360},[218],{"categories":3362},[155],{"categories":3364},[],{"categories":3366},[104],{"categories":3368},[104],{"categories":3370},[155],{"categories":3372},[207],{"categories":3374},[],{"categories":3376},[175],{"categories":3378},[],{"categories":3380},[175],{"categories":3382},[155],{"categories":3384},[155],{"categories":3386},[104],{"categories":3388},[104],{"categories":3390},[104],{"categories":3392},[],{"categories":3394},[175],{"categories":3396},[],{"categories":3398},[155],{"categories":3400},[155],{"categories":3402},[],{"categories":3404},[204],{"categories":3406},[218],{"categories":3408},[104],{"categories":3410},[155],{"categories":3412},[227],{"categories":3414},[155],{"categories":3416},[155],{"categories":3418},[149],{"categories":3420},[],{"categories":3422},[155],{"categories":3424},[],{"categories":3426},[149],{"categories":3428},[175],{"categories":3430},[218],{"categories":3432},[155],{"categories":3434},[155],{"categories":3436},[155],{"categories":3438},[218],{"categories":3440},[175],{"categories":3442},[204],{"categories":3444},[155],{"categories":3446},[155],{"categories":3448},[155],{"categories":3450},[175],{"categories":3452},[204],{"categories":3454},[155],{"categories":3456},[175],{"categories":3458},[204],{"categories":3460},[175],{"categories":3462},[104],{"categories":3464},[104],{"categories":3466},[218],{"categories":3468},[175],{"categories":3470},[104],{"categories":3472},[104],{"categories":3474},[155],{"categories":3476},[218],{"categories":3478},[204],{"categories":3480},[155],{"categories":3482},[],{"categories":3484},[104],{"categories":3486},[],{"categories":3488},[],{"categories":3490},[],{"categories":3492},[152],{"categories":3494},[104],{"categories":3496},[155],{"categories":3498},[104],{"categories":3500},[149],{"categories":3502},[104],{"categories":3504},[227],{"categories":3506},[104],{"categories":3508},[],{"categories":3510},[104],{"categories":3512},[],{"categories":3514},[149],{"categories":3516},[104],{"categories":3518},[],{"categories":3520},[104],{"categories":3522},[155],{"categories":3524},[155],{"categories":3526},[175],{"categories":3528},[155],{"categories":3530},[104],{"categories":3532},[155],{"categories":3534},[155],{"categories":3536},[175],{"categories":3538},[104],{"categories":3540},[218],{"categories":3542},[204],{"categories":3544},[149],{"categories":3546},[],{"categories":3548},[104],{"categories":3550},[204],{"categories":3552},[252],{"categories":3554},[175],{"categories":3556},[155],{"categories":3558},[204],{"categories":3560},[155],{"categories":3562},[149],{"categories":3564},[],{"categories":3566},[104],{"categories":3568},[155],{"categories":3570},[155],{"categories":3572},[104],{"categories":3574},[155],{"categories":3576},[204],{"categories":3578},[],{"categories":3580},[104],{"categories":3582},[160],{"categories":3584},[175],{"categories":3586},[104],{"categories":3588},[152],{"categories":3590},[],{"categories":3592},[155],{"categories":3594},[160],{"categories":3596},[155],{"categories":3598},[104],{"categories":3600},[175],{"categories":3602},[149],{"categories":3604},[252],{"categories":3606},[155],{"categories":3608},[155],{"categories":3610},[155],{"categories":3612},[175],{"categories":3614},[152],{"categories":3616},[155],{"categories":3618},[204],{"categories":3620},[175],{"categories":3622},[252],{"categories":3624},[155],{"categories":3626},[],{"categories":3628},[],{"categories":3630},[155],{"categories":3632},[252],{"categories":3634},[207],{"categories":3636},[104],{"categories":3638},[104],{"categories":3640},[175],{"categories":3642},[155],{"categories":3644},[149],{"categories":3646},[155],{"categories":3648},[204],{"categories":3650},[104],{"categories":3652},[104],{"categories":3654},[155],{"categories":3656},[227],{"categories":3658},[155],{"categories":3660},[104],{"categories":3662},[],{"categories":3664},[155],{"categories":3666},[155],{"categories":3668},[155],{"categories":3670},[175],{"categories":3672},[149],{"categories":3674},[],{"categories":3676},[155],{"categories":3678},[155],{"categories":3680},[218],{"categories":3682},[204],{"categories":3684},[155,104],{"categories":3686},[227,152],{"categories":3688},[155],{"categories":3690},[155],{"categories":3692},[],{"categories":3694},[104],{"categories":3696},[],{"categories":3698},[218],{"categories":3700},[155],{"categories":3702},[],{"categories":3704},[155],{"categories":3706},[175],{"categories":3708},[],{"categories":3710},[104],{"categories":3712},[155],{"categories":3714},[],{"categories":3716},[204],{"categories":3718},[155],{"categories":3720},[104],{"categories":3722},[155],{"categories":3724},[149],{"categories":3726},[104],{"categories":3728},[155],{"categories":3730},[],{"categories":3732},[252],{"categories":3734},[227],{"categories":3736},[152],{"categories":3738},[152],{"categories":3740},[155],{"categories":3742},[149],{"categories":3744},[149],{"categories":3746},[155],{"categories":3748},[104],{"categories":3750},[155],{"categories":3752},[155],{"categories":3754},[218],{"categories":3756},[149],{"categories":3758},[155],{"categories":3760},[227],{"categories":3762},[175],{"categories":3764},[155],{"categories":3766},[155],{"categories":3768},[104],{"categories":3770},[155],{"categories":3772},[],{"categories":3774},[218],{"categories":3776},[],{"categories":3778},[218],{"categories":3780},[104],{"categories":3782},[149],{"categories":3784},[],{"categories":3786},[252],{"categories":3788},[155],{"categories":3790},[],{"categories":3792},[175],{"categories":3794},[104],{"categories":3796},[218],{"categories":3798},[155],{"categories":3800},[104],{"categories":3802},[218],{"categories":3804},[104],{"categories":3806},[175],{"categories":3808},[149],{"categories":3810},[175],{"categories":3812},[218],{"categories":3814},[155],{"categories":3816},[204],{"categories":3818},[155],{"categories":3820},[155],{"categories":3822},[155],{"categories":3824},[155],{"categories":3826},[155],{"categories":3828},[104],{"categories":3830},[155],{"categories":3832},[104],{"categories":3834},[155],{"categories":3836},[149],{"categories":3838},[155],{"categories":3840},[104],{"categories":3842},[204],{"categories":3844},[104],{"categories":3846},[149],{"categories":3848},[104],{"categories":3850},[204],{"categories":3852},[],{"categories":3854},[155],{"categories":3856},[207],{"categories":3858},[155],{"categories":3860},[155],{"categories":3862},[218],{"categories":3864},[],{"categories":3866},[104],{"categories":3868},[227],{"categories":3870},[155],{"categories":3872},[175],{"categories":3874},[227],{"categories":3876},[104],{"categories":3878},[152],{"categories":3880},[152],{"categories":3882},[155],{"categories":3884},[155],{"categories":3886},[149],{"categories":3888},[],{"categories":3890},[104],{"categories":3892},[155],{"categories":3894},[218],{"categories":3896},[],{"categories":3898},[149],{"categories":3900},[155],{"categories":3902},[104],{"categories":3904},[104],{"categories":3906},[],{"categories":3908},[218],{"categories":3910},[218],{"categories":3912},[227],{"categories":3914},[204],{"categories":3916},[],{"categories":3918},[155],{"categories":3920},[104],{"categories":3922},[149],{"categories":3924},[155],{"categories":3926},[218],{"categories":3928},[149],{"categories":3930},[175],{"categories":3932},[175],{"categories":3934},[],{"categories":3936},[175],{"categories":3938},[104],{"categories":3940},[204],{"categories":3942},[207],{"categories":3944},[155],{"categories":3946},[],{"categories":3948},[175],{"categories":3950},[218],{"categories":3952},[155],{"categories":3954},[152],{"categories":3956},[155],{"categories":3958},[149],{"categories":3960},[252],{"categories":3962},[149],{"categories":3964},[],{"categories":3966},[],{"categories":3968},[104],{"categories":3970},[175],{"categories":3972},[],{"categories":3974},[104],{"categories":3976},[104],{"categories":3978},[104],{"categories":3980},[],{"categories":3982},[155],{"categories":3984},[],{"categories":3986},[175],{"categories":3988},[149],{"categories":3990},[204],{"categories":3992},[155],{"categories":3994},[175],{"categories":3996},[155],{"categories":3998},[175],{"categories":4000},[],{"categories":4002},[175],{"categories":4004},[149],{"categories":4006},[104],{"categories":4008},[155],{"categories":4010},[],{"categories":4012},[218],{"categories":4014},[104],{"categories":4016},[160],{"categories":4018},[104],{"categories":4020},[149],{"categories":4022},[],{"categories":4024},[],{"categories":4026},[],{"categories":4028},[204],{"categories":4030},[104],{"categories":4032},[155],{"categories":4034},[155],{"categories":4036},[],{"categories":4038},[],{"categories":4040},[],{"categories":4042},[204],{"categories":4044},[],{"categories":4046},[104],{"categories":4048},[155],{"categories":4050},[149],{"categories":4052},[],{"categories":4054},[],{"categories":4056},[204],{"categories":4058},[155],{"categories":4060},[175],{"categories":4062},[],{"categories":4064},[227],{"categories":4066},[175],{"categories":4068},[227],{"categories":4070},[207],{"categories":4072},[155],{"categories":4074},[155],{"categories":4076},[],{"categories":4078},[],{"categories":4080},[104],{"categories":4082},[],{"categories":4084},[155],{"categories":4086},[],{"categories":4088},[104],{"categories":4090},[155],{"categories":4092},[],{"categories":4094},[104],{"categories":4096},[155],{"categories":4098},[175],{"categories":4100},[155],{"categories":4102},[227],{"categories":4104},[155],{"categories":4106},[155],{"categories":4108},[207],{"categories":4110},[104],{"categories":4112},[104],{"categories":4114},[],{"categories":4116},[],{"categories":4118},[155],{"categories":4120},[],{"categories":4122},[175],{"categories":4124},[],{"categories":4126},[],{"categories":4128},[204],{"categories":4130},[149],{"categories":4132},[],{"categories":4134},[152],{"categories":4136},[227],{"categories":4138},[155],{"categories":4140},[218],{"categories":4142},[149],{"categories":4144},[207],{"categories":4146},[152],{"categories":4148},[218],{"categories":4150},[218],{"categories":4152},[],{"categories":4154},[155],{"categories":4156},[],{"categories":4158},[104],{"categories":4160},[149],{"categories":4162},[204],{"categories":4164},[149],{"categories":4166},[104],{"categories":4168},[252],{"categories":4170},[155],{"categories":4172},[155],{"categories":4174},[149],{"categories":4176},[104],{"categories":4178},[],{"categories":4180},[155],{"categories":4182},[218],{"categories":4184},[175],{"categories":4186},[218],{"categories":4188},[155],{"categories":4190},[],{"categories":4192},[204],{"categories":4194},[175],{"categories":4196},[149],{"categories":4198},[155],{"categories":4200},[104],{"categories":4202},[155],{"categories":4204},[152],{"categories":4206},[104],{"categories":4208},[104,252],{"categories":4210},[104],{"categories":4212},[218],{"categories":4214},[155],{"categories":4216},[155],{"categories":4218},[207],{"categories":4220},[104],{"categories":4222},[227],{"categories":4224},[104],{"categories":4226},[],{"categories":4228},[104],{"categories":4230},[155],{"categories":4232},[152],{"categories":4234},[],{"categories":4236},[],{"categories":4238},[155],{"categories":4240},[207],{"categories":4242},[227],{"categories":4244},[155],{"categories":4246},[104],{"categories":4248},[],{"categories":4250},[175],{"categories":4252},[],{"categories":4254},[175],{"categories":4256},[218],{"categories":4258},[149],{"categories":4260},[218],{"categories":4262},[155],{"categories":4264},[104],{"categories":4266},[155],{"categories":4268},[155],{"categories":4270},[227],{"categories":4272},[218],{"categories":4274},[],{"categories":4276},[175],{"categories":4278},[155],{"categories":4280},[],{"categories":4282},[155],{"categories":4284},[155],{"categories":4286},[155],{"categories":4288},[104],{"categories":4290},[155],{"categories":4292},[160],{"categories":4294},[104],{"categories":4296},[155],{"categories":4298},[155],{"categories":4300},[155],{"categories":4302},[155],{"categories":4304},[152],{"categories":4306},[],{"categories":4308},[160],{"categories":4310},[175],{"categories":4312},[104],{"categories":4314},[155],{"categories":4316},[218],{"categories":4318},[],{"categories":4320},[218],{"categories":4322},[218],{"categories":4324},[218],{"categories":4326},[155],{"categories":4328},[155],{"categories":4330},[155],{"categories":4332},[104],{"categories":4334},[175],{"categories":4336},[155],{"categories":4338},[155],{"categories":4340},[155],{"categories":4342},[152],{"categories":4344},[155],{"categories":4346},[104],{"categories":4348},[204],{"categories":4350},[],{"categories":4352},[207],{"categories":4354},[104],{"categories":4356},[155],{"categories":4358},[],{"categories":4360},[155],{"categories":4362},[155],{"categories":4364},[175],{"categories":4366},[155],{"categories":4368},[104],{"categories":4370},[227],{"categories":4372},[],{"categories":4374},[],{"categories":4376},[175],{"categories":4378},[175],{"categories":4380},[155],{"categories":4382},[227],{"categories":4384},[155],{"categories":4386},[149],{"categories":4388},[104],{"categories":4390},[155],{"categories":4392},[104],{"categories":4394},[104],{"categories":4396},[155],{"categories":4398},[152],{"categories":4400},[],{"categories":4402},[207],{"categories":4404},[],{"categories":4406},[175],{"categories":4408},[155],{"categories":4410},[207],{"categories":4412},[155],{"categories":4414},[218],{"categories":4416},[218],{"categories":4418},[218],{"categories":4420},[104],{"categories":4422},[104],{"categories":4424},[204],{"categories":4426},[207],{"categories":4428},[207],{"categories":4430},[],{"categories":4432},[175],{"categories":4434},[155],{"categories":4436},[155],{"categories":4438},[218],{"categories":4440},[],{"categories":4442},[175],{"categories":4444},[175],{"categories":4446},[175],{"categories":4448},[],{"categories":4450},[104],{"categories":4452},[155],{"categories":4454},[],{"categories":4456},[149],{"categories":4458},[152],{"categories":4460},[],{"categories":4462},[155],{"categories":4464},[155],{"categories":4466},[],{"categories":4468},[218],{"categories":4470},[],{"categories":4472},[],{"categories":4474},[],{"categories":4476},[],{"categories":4478},[155],{"categories":4480},[175],{"categories":4482},[],{"categories":4484},[],{"categories":4486},[155],{"categories":4488},[155],{"categories":4490},[155],{"categories":4492},[207],{"categories":4494},[155],{"categories":4496},[207],{"categories":4498},[],{"categories":4500},[207],{"categories":4502},[207],{"categories":4504},[252],{"categories":4506},[104],{"categories":4508},[218],{"categories":4510},[],{"categories":4512},[],{"categories":4514},[207],{"categories":4516},[218],{"categories":4518},[218],{"categories":4520},[218],{"categories":4522},[],{"categories":4524},[149],{"categories":4526},[218],{"categories":4528},[218],{"categories":4530},[149],{"categories":4532},[218],{"categories":4534},[152],{"categories":4536},[218],{"categories":4538},[218],{"categories":4540},[218],{"categories":4542},[207],{"categories":4544},[175],{"categories":4546},[175],{"categories":4548},[155],{"categories":4550},[218],{"categories":4552},[207],{"categories":4554},[252],{"categories":4556},[207],{"categories":4558},[207],{"categories":4560},[207],{"categories":4562},[],{"categories":4564},[152],{"categories":4566},[],{"categories":4568},[252],{"categories":4570},[218],{"categories":4572},[218],{"categories":4574},[218],{"categories":4576},[104],{"categories":4578},[175,152],{"categories":4580},[207],{"categories":4582},[],{"categories":4584},[],{"categories":4586},[207],{"categories":4588},[],{"categories":4590},[207],{"categories":4592},[175],{"categories":4594},[104],{"categories":4596},[],{"categories":4598},[218],{"categories":4600},[155],{"categories":4602},[204],{"categories":4604},[],{"categories":4606},[155],{"categories":4608},[],{"categories":4610},[175],{"categories":4612},[149],{"categories":4614},[207],{"categories":4616},[],{"categories":4618},[218],{"categories":4620},[175],[4622,4734,4796,4941],{"id":4623,"title":4624,"ai":4625,"body":4630,"categories":4703,"created_at":105,"date_modified":105,"description":96,"extension":106,"faq":105,"featured":107,"kicker_label":105,"meta":4704,"navigation":125,"path":4719,"published_at":4720,"question":105,"scraped_at":4721,"seo":4722,"sitemap":4723,"source_id":4724,"source_name":4725,"source_type":133,"source_url":4726,"stem":4727,"tags":4728,"thumbnail_url":4729,"tldr":4730,"tweet":4731,"unknown_tags":4732,"__hash__":4733},"summaries\u002Fsummaries\u002Fa768d6f10963eebb-building-safe-payment-infrastructure-for-autonomou-summary.md","Building Safe Payment Infrastructure for Autonomous Agents",{"provider":7,"model":8,"input_tokens":4626,"output_tokens":4627,"processing_time_ms":4628,"cost_usd":4629},7289,789,4531,0.00300575,{"type":14,"value":4631,"toc":4698},[4632,4636,4639,4642,4646,4649,4674,4678],[17,4633,4635],{"id":4634},"the-core-principle-separating-discovery-from-transaction","The Core Principle: Separating Discovery from Transaction",[22,4637,4638],{},"Autonomous agents excel at discovery and exploration, which inherently rely on non-deterministic processes like LLM reasoning. However, financial transactions require absolute determinism. The primary risk in agent-led commerce is the \"base approach\" of treating agents like human users—having them browse websites, fill forms, and click buttons. This is slow, error-prone, and creates significant security risks, such as agents buying the wrong items, spending incorrect amounts, or exposing credentials to malicious domains.",[22,4640,4641],{},"To mitigate this, developers must move away from UI-based interaction and toward API-driven, programmatic commerce. By isolating the discovery phase (LLM-driven) from the execution phase (API-driven), businesses can enforce strict guardrails while still allowing agents to act as economic actors.",[17,4643,4645],{"id":4644},"implementing-secure-agent-commerce","Implementing Secure Agent Commerce",[22,4647,4648],{},"Stripe has developed three primary primitives to facilitate safe, agent-to-business transactions:",[33,4650,4651,4657,4668],{},[36,4652,4653,4656],{},[39,4654,4655],{},"Shared Payment Tokens:"," Instead of sharing raw credit card numbers, agents use shared tokens. These tokens act as a \"smart contract\" that encodes specific limitations—such as maximum spend amounts, specific seller scopes, and expiration dates. This minimizes the \"blast radius\" if an agent is compromised or makes a calculation error, as the payment will be rejected if it violates the pre-set mandate.",[36,4658,4659,4662,4663,4667],{},[39,4660,4661],{},"Machine Payments Protocol (MPP):"," This protocol allows agents to handle payments during HTTP requests. When an agent attempts to access a protected resource or tool, the server returns a ",[4664,4665,4666],"code",{},"402 Payment Required"," status code along with an encoded payload. This payload details what is being purchased and the required payment mechanism, allowing the agent to programmatically approve the transaction.",[36,4669,4670,4673],{},[39,4671,4672],{},"Agent Commerce Protocol (ACP):"," This standardizes how e-commerce checkouts function for agents. Instead of an agent \"stumbling\" through a web UI, the seller exposes product catalogs and cart states as structured JSON. This enables a back-and-forth negotiation where the agent can update quantities, shipping, or payment methods through structured API calls, ensuring the agent and the human operator have a clear, verifiable understanding of the transaction.",[17,4675,4677],{"id":4676},"strategic-takeaways-for-builders","Strategic Takeaways for Builders",[33,4679,4680,4686,4692],{},[36,4681,4682,4685],{},[39,4683,4684],{},"Minimize Blast Radius:"," Never give an agent an unrestricted payment credential. Always use scoped tokens that limit the seller, the amount, and the time frame.",[36,4687,4688,4691],{},[39,4689,4690],{},"Make Businesses Agent-Friendly:"," If your product only exposes a web UI, you are forcing agents to use non-deterministic, fragile interaction patterns. Exposing structured data (JSON) for product catalogs and checkout flows allows for deterministic, reliable integration.",[36,4693,4694,4697],{},[39,4695,4696],{},"Maintain Seller Visibility:"," Security protocols should not hide information from the seller. Sellers still need access to standard risk signals (e.g., card brand, last four digits) to maintain their existing fraud prevention systems.",{"title":96,"searchDepth":97,"depth":97,"links":4699},[4700,4701,4702],{"id":4634,"depth":97,"text":4635},{"id":4644,"depth":97,"text":4645},{"id":4676,"depth":97,"text":4677},[104],{"content_references":4705,"triage":4715},[4706,4709,4712],{"type":111,"title":4707,"url":4708,"context":113},"Stripe","https:\u002F\u002Fstripe.com",{"type":111,"title":4710,"url":4711,"context":117},"Tempo","https:\u002F\u002Ftempo.xyz",{"type":111,"title":4713,"url":4714,"context":117},"OpenAI","https:\u002F\u002Fopenai.com",{"relevance":4716,"novelty":121,"quality":121,"actionability":121,"composite":4717,"reasoning":4718},5,4.35,"Category: AI Automation. The article discusses the critical separation of discovery and transaction processes in autonomous agent commerce, addressing a specific pain point for developers working with AI tools. It provides actionable insights on implementing secure payment infrastructure, which is directly applicable to building AI-powered products.","\u002Fsummaries\u002Fa768d6f10963eebb-building-safe-payment-infrastructure-for-autonomou-summary","2026-06-06 14:00:01","2026-06-06 16:08:37",{"title":4624,"description":96},{"loc":4719},"a768d6f10963eebb","AI Engineer","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=KLSuFPj2ld0","summaries\u002Fa768d6f10963eebb-building-safe-payment-infrastructure-for-autonomou-summary",[139,137,140,138],"https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FKLSuFPj2ld0\u002Fhqdefault.jpg","To enable safe autonomous commerce, developers must separate non-deterministic discovery (LLMs) from deterministic transaction flows (APIs) using scoped credentials and structured protocols.","This talk outlines Stripe’s approach to securing autonomous agent transactions through \"shared payment tokens\" and a machine-readable payment protocol. The speaker demonstrates how to enforce spend limits and merchant-specific constraints, moving away from browser-based automation toward programmatic, API-driven payment flows.",[],"weqzJpentPNurjbFrfoJzz2VSWdfQ0TgZDEWzo1KJsw",{"id":4735,"title":4736,"ai":4737,"body":4742,"categories":4770,"created_at":105,"date_modified":105,"description":96,"extension":106,"faq":105,"featured":107,"kicker_label":105,"meta":4771,"navigation":125,"path":4782,"published_at":4783,"question":105,"scraped_at":4784,"seo":4785,"sitemap":4786,"source_id":4787,"source_name":4788,"source_type":4789,"source_url":4790,"stem":4791,"tags":4792,"thumbnail_url":105,"tldr":4793,"tweet":105,"unknown_tags":4794,"__hash__":4795},"summaries\u002Fsummaries\u002Fafeb1b49655ba242-asana-acquires-stackai-to-bolster-ai-workflow-auto-summary.md","Asana Acquires StackAI to Bolster AI Workflow Automation",{"provider":7,"model":8,"input_tokens":4738,"output_tokens":4739,"processing_time_ms":4740,"cost_usd":4741},8750,491,2973,0.002924,{"type":14,"value":4743,"toc":4765},[4744,4748,4751,4755,4758,4762],[17,4745,4747],{"id":4746},"strategic-pivot-to-ai-native-operations","Strategic Pivot to AI-Native Operations",[22,4749,4750],{},"Asana has acquired StackAI, a no-code agent-building platform, for $75 million. This move is a central component of Asana's broader strategy to evolve from a traditional work management system into an \"operating system for human-agent teams.\" By integrating StackAI’s technology, Asana aims to move beyond simple task management and enable the automation of complex, end-to-end business processes.",[17,4752,4754],{"id":4753},"leveraging-context-for-agentic-workflows","Leveraging Context for Agentic Workflows",[22,4756,4757],{},"StackAI specializes in designing agents that operate across existing enterprise software ecosystems, including Salesforce, Slack, and Gsuite. Asana views its deep integration into these corporate workflows as a primary competitive advantage. By leveraging the existing context and training data within its platform, Asana believes it can build more effective AI teammates than general-purpose AI labs. This acquisition is intended to enhance Asana’s existing AI suite, which already includes its 'AI Studio' agent builder and 'AI Teammates' pre-built automations.",[17,4759,4761],{"id":4760},"market-context-and-future-outlook","Market Context and Future Outlook",[22,4763,4764],{},"This acquisition arrives as Asana seeks to regain momentum in public markets, having faced significant valuation pressure since the rise of generative AI. While the company has maintained steady revenue growth, the leadership team is betting that 'agentifying' business processes will be the key to long-term recovery. StackAI, a Y Combinator Winter '23 alum, previously raised nearly $20 million, including a $16 million Series A round backed by investors such as Gradient and Vercel CEO Guillermo Rauch.",{"title":96,"searchDepth":97,"depth":97,"links":4766},[4767,4768,4769],{"id":4746,"depth":97,"text":4747},{"id":4753,"depth":97,"text":4754},{"id":4760,"depth":97,"text":4761},[104],{"content_references":4772,"triage":4779},[4773,4775,4777],{"type":111,"title":4774,"context":117},"StackAI",{"type":111,"title":4776,"context":117},"Asana AI Studio",{"type":111,"title":4778,"context":117},"Asana AI Teammates",{"relevance":121,"novelty":122,"quality":121,"actionability":97,"composite":4780,"reasoning":4781},3.4,"Category: AI Automation. The article discusses Asana's acquisition of StackAI to enhance AI workflow automation, which is relevant to product builders interested in AI tools and automation strategies. However, it lacks specific actionable insights or frameworks that the audience could directly implement.","\u002Fsummaries\u002Fafeb1b49655ba242-asana-acquires-stackai-to-bolster-ai-workflow-auto-summary","2026-05-28 20:06:07","2026-05-30 14:03:26",{"title":4736,"description":96},{"loc":4782},"afeb1b49655ba242","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F28\u002Fasana-acquires-no-code-agent-builder-stack-ai\u002F","summaries\u002Fafeb1b49655ba242-asana-acquires-stackai-to-bolster-ai-workflow-auto-summary",[139,138,140,137],"Asana has acquired no-code agent-builder StackAI for $75 million to accelerate its transition into an AI-native platform capable of managing complex, end-to-end business processes.",[],"OK6AV5ash-6p7GER9T_oXQfeGauD6NpjZAt5UK7DCfw",{"id":4797,"title":4798,"ai":4799,"body":4804,"categories":4914,"created_at":105,"date_modified":105,"description":96,"extension":106,"faq":105,"featured":107,"kicker_label":105,"meta":4915,"navigation":125,"path":4926,"published_at":4927,"question":105,"scraped_at":4928,"seo":4929,"sitemap":4930,"source_id":4931,"source_name":4932,"source_type":133,"source_url":4933,"stem":4934,"tags":4935,"thumbnail_url":4936,"tldr":4937,"tweet":4938,"unknown_tags":4939,"__hash__":4940},"summaries\u002Fsummaries\u002F42b0e881d0fb2df1-building-and-integrating-ai-agents-with-google-wor-summary.md","Building and Integrating AI Agents with Google Workspace",{"provider":7,"model":8,"input_tokens":4800,"output_tokens":4801,"processing_time_ms":4802,"cost_usd":4803},6484,818,4450,0.002848,{"type":14,"value":4805,"toc":4908},[4806,4810,4817,4821,4824,4864,4868,4875,4879,4882],[17,4807,4809],{"id":4808},"the-three-pillars-of-ai-agent-integration","The Three Pillars of AI Agent Integration",[22,4811,4812,4813,4816],{},"Regardless of the underlying model or framework, successful AI agents rely on three core software pillars: ",[39,4814,4815],{},"data, actions, and interfaces",". Google Workspace serves as a primary data source and action hub, offering APIs for Gmail, Drive, Calendar, and Chat. Developers can extend these applications using add-ons, allowing agents to meet users directly within their workflow (e.g., a travel concierge agent sidebar in Gmail).",[17,4818,4820],{"id":4819},"architectural-layers-for-development","Architectural Layers for Development",[22,4822,4823],{},"Google offers a tiered approach to building and deploying agents depending on the developer's technical requirements:",[33,4825,4826,4844,4854],{},[36,4827,4828,4831,4832,4835,4836,4839,4840,4843],{},[39,4829,4830],{},"No-Code\u002FLow-Code:"," Tools like ",[39,4833,4834],{},"Workspace Studio"," and ",[39,4837,4838],{},"AppSheet"," allow users to build personal workflows with starters and steps, while ",[39,4841,4842],{},"Apps Script"," provides a low-code environment for custom logic.",[36,4845,4846,4849,4850,4853],{},[39,4847,4848],{},"Pro-Code & Enterprise:"," The ",[39,4851,4852],{},"Gemini Enterprise Agent Platform"," provides a unified environment for building and scaling agents. It includes governance, monitoring, and tracing tools, alongside RAG (Retrieval-Augmented Generation) capabilities via connectors for Workspace data.",[36,4855,4856,4859,4860,4863],{},[39,4857,4858],{},"Standardized Protocols:"," To avoid brittle custom API wrappers, Google is heavily adopting the ",[39,4861,4862],{},"Model Context Protocol (MCP)",". Using Google-managed MCP servers allows agents to securely access Workspace data and perform actions (like creating calendar events) in a standardized, client-agnostic way.",[17,4865,4867],{"id":4866},"orchestration-and-deployment","Orchestration and Deployment",[22,4869,4870,4871,4874],{},"For enterprise-grade deployments, the ",[39,4872,4873],{},"Gemini Enterprise"," web app acts as a central hub where admins can register agents, configure data stores, and manage security. This platform supports agents built via any stack, provided they adhere to the agent-to-agent (A-to-A) protocols. Developers can build agents locally using frameworks like the Agent Development Kit (ADK), which allows for the registration of tools and instructions that define how and when an agent should interact with Workspace APIs or MCP servers.",[17,4876,4878],{"id":4877},"future-outlook","Future Outlook",[22,4880,4881],{},"Developers should monitor four key areas for evolving agent capabilities:",[4883,4884,4885,4891,4896,4902],"ol",{},[36,4886,4887,4890],{},[39,4888,4889],{},"Connectors & MCPs:"," Expanding the library of tools available to agents.",[36,4892,4893,4895],{},[39,4894,4858],{}," A-to-A and agent-to-UI protocols to improve communication and generative UI distribution.",[36,4897,4898,4901],{},[39,4899,4900],{},"Full-Duplex Models:"," Technologies like Gemini Live to enable more natural, real-time interactions.",[36,4903,4904,4907],{},[39,4905,4906],{},"Skills:"," The increasing use of modular 'skills' as a complement to MCP tools for specialized agent tasks.",{"title":96,"searchDepth":97,"depth":97,"links":4909},[4910,4911,4912,4913],{"id":4808,"depth":97,"text":4809},{"id":4819,"depth":97,"text":4820},{"id":4866,"depth":97,"text":4867},{"id":4877,"depth":97,"text":4878},[104],{"content_references":4916,"triage":4924},[4917,4919,4920,4921,4922,4923],{"type":111,"title":4918,"context":117},"NotebookLM",{"type":111,"title":4834,"context":117},{"type":111,"title":4838,"context":117},{"type":111,"title":4842,"context":117},{"type":111,"title":4852,"context":117},{"type":111,"title":4862,"context":117},{"relevance":4716,"novelty":121,"quality":121,"actionability":121,"composite":4717,"reasoning":4925},"Category: AI Automation. The article provides a detailed overview of building AI agents within Google Workspace, addressing specific pain points for developers looking to integrate AI into productivity tools. It outlines actionable steps and tools like Workspace Studio and Apps Script, making it highly relevant and practical for the target audience.","\u002Fsummaries\u002F42b0e881d0fb2df1-building-and-integrating-ai-agents-with-google-wor-summary","2026-05-21 18:59:51","2026-05-21 19:01:06",{"title":4798,"description":96},{"loc":4926},"42b0e881d0fb2df1","Google Cloud Tech","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=erRPuV1EQ_c","summaries\u002F42b0e881d0fb2df1-building-and-integrating-ai-agents-with-google-wor-summary",[139,137,138,140],"https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FerRPuV1EQ_c\u002Fhqdefault.jpg","Google provides a multi-layered ecosystem for building AI agents that interact with Workspace data (Drive, Gmail, Chat) using standard protocols like MCP, allowing developers to bridge custom applications with enterprise productivity tools.","This presentation provides a high-level overview of the Google Workspace developer ecosystem, focusing on how to connect custom AI agents to Google apps using the [Model Context Protocol (MCP)](https:\u002F\u002Fgoo.gle\u002F3PsNBaG). It serves as a roadmap for builders, categorizing integration paths from no-code [AppSheet](https:\u002F\u002Fgoo.gle\u002F4wwH0fZ) solutions to pro-code workflows using the [Gemini Enterprise Agent Platform](https:\u002F\u002Fgoo.gle\u002F4wyTTGr).",[],"JpY-iV0HX82KKr7jLEJYykPgYpOqpBb8jzVwGHNuMuE",{"id":4942,"title":4943,"ai":4944,"body":4949,"categories":4977,"created_at":105,"date_modified":105,"description":96,"extension":106,"faq":105,"featured":107,"kicker_label":105,"meta":4978,"navigation":125,"path":4986,"published_at":4987,"question":105,"scraped_at":4988,"seo":4989,"sitemap":4990,"source_id":4991,"source_name":4788,"source_type":4789,"source_url":4992,"stem":4993,"tags":4994,"thumbnail_url":105,"tldr":4995,"tweet":105,"unknown_tags":4996,"__hash__":4997},"summaries\u002Fsummaries\u002F27e38315ab0344c3-irisgo-building-proactive-ai-desktop-agents-summary.md","IrisGo: Building Proactive AI Desktop Agents",{"provider":7,"model":8,"input_tokens":4945,"output_tokens":4946,"processing_time_ms":4947,"cost_usd":4948},6149,427,2487,0.00217775,{"type":14,"value":4950,"toc":4972},[4951,4955,4958,4962,4965,4969],[17,4952,4954],{"id":4953},"proactive-workflow-automation","Proactive Workflow Automation",[22,4956,4957],{},"IrisGo aims to transition AI from reactive chat interfaces to proactive agents that anticipate and execute user needs. The core functionality centers on \"learning by observation\": users perform a task once, and the agent records the steps to replicate the process autonomously in the future. This is designed to offload repetitive clerical work—such as invoice processing, report generation, and email drafting—from knowledge workers, allowing them to focus on high-level conceptual tasks.",[17,4959,4961],{"id":4960},"hybrid-architecture-and-privacy","Hybrid Architecture and Privacy",[22,4963,4964],{},"To address the security concerns inherent in desktop automation, IrisGo utilizes a hybrid architecture. It prioritizes on-device processing to maintain data privacy, only offloading to the cloud for more complex tasks. The company emphasizes that cloud-based processing is strictly opt-in and utilizes end-to-end encryption. Beyond general office automation, the platform includes a specialized coding assistant for developers, positioning itself as a comprehensive desktop companion.",[17,4966,4968],{"id":4967},"scaling-through-hardware-partnerships","Scaling Through Hardware Partnerships",[22,4970,4971],{},"IrisGo is pursuing a distribution strategy centered on OEM partnerships to preinstall the software on new hardware. The company has already secured a deal with Acer and is actively seeking similar agreements with other laptop manufacturers. This hardware-integrated approach is supported by $2.8 million in seed funding led by Andrew Ng’s AI Fund, with additional backing from Nvidia and Google, signaling strong industry interest in agentic desktop software.",{"title":96,"searchDepth":97,"depth":97,"links":4973},[4974,4975,4976],{"id":4953,"depth":97,"text":4954},{"id":4960,"depth":97,"text":4961},{"id":4967,"depth":97,"text":4968},[104],{"content_references":4979,"triage":4983},[4980],{"type":111,"title":4981,"url":4982,"context":117},"IrisGo","https:\u002F\u002Firisgo.ai\u002F",{"relevance":4716,"novelty":121,"quality":121,"actionability":122,"composite":4984,"reasoning":4985},4.15,"Category: AI Automation. The article discusses IrisGo, an AI desktop agent that automates workflows, directly addressing the audience's interest in practical AI applications. It presents a novel approach to proactive automation, which is a fresh perspective in the AI tools space. The content is well-written and provides substantial information about the product's functionality and architecture, though it lacks detailed actionable steps for implementation.","\u002Fsummaries\u002F27e38315ab0344c3-irisgo-building-proactive-ai-desktop-agents-summary","2026-05-20 19:47:20","2026-05-20 23:00:31",{"title":4943,"description":96},{"loc":4986},"27e38315ab0344c3","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F20\u002Firisgo-a-startup-backed-by-andrew-ng-looks-to-become-the-ai-desktop-buddy-you-never-knew-you-needed\u002F","summaries\u002F27e38315ab0344c3-irisgo-building-proactive-ai-desktop-agents-summary",[139,137,138,140],"IrisGo is a desktop AI agent that learns user workflows through observation, enabling automation of repetitive clerical tasks with a focus on on-device privacy.",[],"Uv0zYgcbJE8BFztuM2UflCbxrnNKFEgqv7evolzYjsg"]