[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-pit-ex-voi-founders-16m-ai-for-enterprise-automati-summary":3,"summaries-facets-categories":96,"summary-related-pit-ex-voi-founders-16m-ai-for-enterprise-automati-summary":4501},{"id":4,"title":5,"ai":6,"body":13,"categories":46,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":51,"navigation":78,"path":79,"published_at":80,"question":48,"scraped_at":81,"seo":82,"sitemap":83,"source_id":84,"source_name":85,"source_type":86,"source_url":87,"stem":88,"tags":89,"thumbnail_url":48,"tldr":93,"tweet":48,"unknown_tags":94,"__hash__":95},"summaries\u002Fsummaries\u002Fpit-ex-voi-founders-16m-ai-for-enterprise-automati-summary.md","Pit: Ex-Voi Founders' $16M AI for Enterprise Automation",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",6848,1898,34078,0.0022961,{"type":14,"value":15,"toc":39},"minimark",[16,21,25,29,32,36],[17,18,20],"h2",{"id":19},"custom-ai-agents-replace-repetitive-saas-tools","Custom AI Agents Replace Repetitive SaaS Tools",[22,23,24],"p",{},"Pit differentiates in the crowded AI agent market by acting as an \"AI product team as a service,\" where enterprises guide Pit Studio through internal processes (e.g., back-office, service, support in telecom, healthcare, logistics) to generate tailored automation software. Deployed via Pit Cloud, it ensures enterprise-grade governance, certifications, and auditability. CEO Adam Jafer notes the shift happened when LLMs became \"agentic\" beyond chatbots, enabling replacement of low-hanging SaaS tools with in-house apps. Pilots launched mid-January 2026 focus solely on internal automations to free employees for core business, measuring success by time savings, productivity unlocks, error reduction, and work quality—not job cuts. Pit hires forward-deployed solution engineers to embed with clients, targeting outcomes like faster processes for large industrials.",[17,26,28],{"id":27},"voi-founders-leverage-experience-and-networks","Voi Founders Leverage Experience and Networks",[22,30,31],{},"Led by ex-Voi CTO Adam Jafer (7 years scaling to 1,000 employees across 13 countries), Voi co-founder\u002FCEO Fredrik Hjelm, ex-iZettle\u002FKlarna engineers, and Filip Lindvall. Hjelm remains Voi CEO amid its profitability and IPO potential but provides connections; his brother Andreas is a Pit engineer. The team raised $16M seed quickly from a16z (Alex Rampell, Gabriel Vasquez), Lakestar, founders, US tech execs, Nordic families—prioritizing strong backers over capital needs. Stockholm's AI scene (e.g., Lovable) attracts a16z's European unicorn hunt; Pit benefits from EU focus on sovereign tech, running EU models on EU compute for CIOs in critical sectors.",[17,33,35],{"id":34},"navigating-hype-and-hiring-realities","Navigating Hype and Hiring Realities",[22,37,38],{},"Jafer walked back a LinkedIn post claiming \"agents now do most of what junior engineers used to do,\" admitting scaling requires a team mix. Hjelm addressed all-male team perceptions via X post, noting women on comms side. Positioning emphasizes augmenting humans upstream to valuable work, not replacement, amid enterprise AI trends like Mistral's FDEs.",{"title":40,"searchDepth":41,"depth":41,"links":42},"",2,[43,44,45],{"id":19,"depth":41,"text":20},{"id":27,"depth":41,"text":28},{"id":34,"depth":41,"text":35},[47],"AI News & Trends",null,"md",false,{"content_references":52,"triage":73},[53,58,62,65,70],{"type":54,"title":55,"url":56,"context":57},"tool","Pit","https:\u002F\u002Fpit.com\u002F","mentioned",{"type":59,"title":60,"url":61,"context":57},"event","StrictlyVC San Francisco 2026","https:\u002F\u002Ftechcrunch.com\u002Fevents\u002Fstrictlyvc-san-francisco-2026\u002F?utm_source=tc&utm_medium=ad&utm_campaign=svcsf2026&utm_content=ticketsales&promo=topbanner&display=",{"type":59,"title":63,"url":64,"context":57},"TechCrunch Disrupt 2026","https:\u002F\u002Ftechcrunch.com\u002Fevents\u002Ftechcrunch-disrupt\u002F?utm_source=tc&utm_medium=ad&utm_campaign=disrupt2026&utm_content=bogo&promo=disrupttimer_ebbogo&display=",{"type":66,"title":67,"url":68,"context":69},"other","Jafer's LinkedIn post on no junior engineers","https:\u002F\u002Fwww.linkedin.com\u002Fposts\u002Fadamjafer_yes-our-team-currently-has-no-junior-engineers-share-7420021110349647873-o9W5\u002F","cited",{"type":66,"title":71,"url":72,"context":69},"Hjelm's X post on team composition","https:\u002F\u002Fx.com\u002FFredrikHjelm4\u002Fstatus\u002F2052316238794162431",{"relevance":74,"novelty":75,"quality":74,"actionability":75,"composite":76,"reasoning":77},4,3,3.6,"Category: AI Automation. The article discusses a new AI startup focused on automating enterprise processes, which aligns with the audience's interest in practical AI applications. It provides insights into the company's approach and market positioning, but lacks detailed frameworks or actionable steps for implementation.",true,"\u002Fsummaries\u002Fpit-ex-voi-founders-16m-ai-for-enterprise-automati-summary","2026-05-07 21:02:11","2026-05-08 11:28:16",{"title":5,"description":40},{"loc":79},"eb8c38a4ec7fe5e0","TechCrunch AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F07\u002Fvoi-founders-new-ai-startup-pit-has-become-the-latest-rising-star-out-of-stockholm\u002F","summaries\u002Fpit-ex-voi-founders-16m-ai-for-enterprise-automati-summary",[90,91,92],"startups","saas","ai-automation","Pit builds custom AI software to automate enterprise back-office processes like telecom and healthcare ops, using Pit Studio for process guidance and Pit Cloud for secure deployment; raised $16M seed led by a16z.",[92],"v0EUy00u0EckTbItMMKwJl8zklAIBu97LP4m0YlIX-c",[97,100,102,104,106,109,112,115,118,120,122,124,126,128,130,132,135,137,139,141,143,145,147,150,152,154,156,158,160,162,164,166,168,170,172,174,176,178,180,182,184,186,188,190,192,195,197,199,201,203,205,207,209,211,213,215,217,219,221,223,225,227,229,231,233,235,237,239,241,243,245,247,249,251,253,255,257,259,261,263,265,267,269,271,273,275,277,279,281,283,285,287,289,291,293,295,297,299,301,303,305,307,309,311,313,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,397,399,401,403,405,407,409,411,413,415,417,419,421,423,425,427,429,431,433,435,437,439,441,443,445,447,449,451,453,455,457,460,462,464,466,468,470,472,474,476,478,480,482,484,486,488,490,492,494,496,498,500,502,504,506,508,510,512,514,516,518,520,522,524,526,528,530,532,534,536,538,540,542,544,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4213,4215,4217,4219,4221,4223,4225,4227,4229,4231,4233,4235,4237,4239,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4451,4453,4455,4457,4459,4461,4463,4465,4467,4469,4471,4473,4475,4477,4479,4481,4483,4485,4487,4489,4491,4493,4495,4497,4499],{"categories":98},[99],"Business & SaaS",{"categories":101},[99],{"categories":103},[47],{"categories":105},[],{"categories":107},[108],"AI Automation",{"categories":110},[111],"Marketing & Growth",{"categories":113},[114],"Design & Frontend",{"categories":116},[117],"Software Engineering",{"categories":119},[108],{"categories":121},[],{"categories":123},[114],{"categories":125},[114],{"categories":127},[108],{"categories":129},[114],{"categories":131},[114],{"categories":133},[134],"AI & LLMs",{"categories":136},[114],{"categories":138},[114],{"categories":140},[],{"categories":142},[114],{"categories":144},[114],{"categories":146},[134],{"categories":148},[149],"Developer Productivity",{"categories":151},[134],{"categories":153},[134],{"categories":155},[134],{"categories":157},[47],{"categories":159},[134],{"categories":161},[108],{"categories":163},[99],{"categories":165},[47],{"categories":167},[111],{"categories":169},[],{"categories":171},[],{"categories":173},[108],{"categories":175},[108],{"categories":177},[108],{"categories":179},[111],{"categories":181},[134],{"categories":183},[149],{"categories":185},[47],{"categories":187},[],{"categories":189},[],{"categories":191},[],{"categories":193},[194],"Data Science & Visualization",{"categories":196},[],{"categories":198},[108],{"categories":200},[117],{"categories":202},[108],{"categories":204},[108],{"categories":206},[134],{"categories":208},[111],{"categories":210},[108],{"categories":212},[],{"categories":214},[],{"categories":216},[],{"categories":218},[114],{"categories":220},[114],{"categories":222},[108],{"categories":224},[111],{"categories":226},[149],{"categories":228},[114],{"categories":230},[134],{"categories":232},[117],{"categories":234},[134],{"categories":236},[],{"categories":238},[108],{"categories":240},[134],{"categories":242},[149],{"categories":244},[149],{"categories":246},[],{"categories":248},[111],{"categories":250},[99],{"categories":252},[134],{"categories":254},[99],{"categories":256},[99],{"categories":258},[108],{"categories":260},[111],{"categories":262},[108],{"categories":264},[99],{"categories":266},[108],{"categories":268},[114],{"categories":270},[134],{"categories":272},[114],{"categories":274},[134],{"categories":276},[99],{"categories":278},[134],{"categories":280},[111],{"categories":282},[],{"categories":284},[134],{"categories":286},[99],{"categories":288},[],{"categories":290},[47],{"categories":292},[117],{"categories":294},[],{"categories":296},[134],{"categories":298},[114],{"categories":300},[134],{"categories":302},[114],{"categories":304},[],{"categories":306},[108],{"categories":308},[],{"categories":310},[],{"categories":312},[],{"categories":314},[134],{"categories":316},[],{"categories":318},[134],{"categories":320},[134],{"categories":322},[114],{"categories":324},[134],{"categories":326},[149],{"categories":328},[108],{"categories":330},[111],{"categories":332},[149],{"categories":334},[149],{"categories":336},[149],{"categories":338},[111],{"categories":340},[111],{"categories":342},[134],{"categories":344},[134],{"categories":346},[114],{"categories":348},[99],{"categories":350},[114],{"categories":352},[117],{"categories":354},[99],{"categories":356},[99],{"categories":358},[99],{"categories":360},[114],{"categories":362},[],{"categories":364},[],{"categories":366},[134],{"categories":368},[134],{"categories":370},[117],{"categories":372},[134],{"categories":374},[134],{"categories":376},[],{"categories":378},[134],{"categories":380},[134],{"categories":382},[],{"categories":384},[134],{"categories":386},[47],{"categories":388},[47],{"categories":390},[],{"categories":392},[],{"categories":394},[111],{"categories":396},[111],{"categories":398},[117],{"categories":400},[134],{"categories":402},[],{"categories":404},[],{"categories":406},[108],{"categories":408},[134],{"categories":410},[134],{"categories":412},[],{"categories":414},[134,99],{"categories":416},[134],{"categories":418},[],{"categories":420},[134],{"categories":422},[134],{"categories":424},[],{"categories":426},[],{"categories":428},[108],{"categories":430},[134],{"categories":432},[134],{"categories":434},[108],{"categories":436},[134],{"categories":438},[],{"categories":440},[],{"categories":442},[134],{"categories":444},[],{"categories":446},[134],{"categories":448},[134],{"categories":450},[],{"categories":452},[108],{"categories":454},[114],{"categories":456},[],{"categories":458},[108,459],"DevOps & Cloud",{"categories":461},[134],{"categories":463},[108],{"categories":465},[134],{"categories":467},[],{"categories":469},[],{"categories":471},[],{"categories":473},[],{"categories":475},[134],{"categories":477},[108],{"categories":479},[],{"categories":481},[108],{"categories":483},[],{"categories":485},[134],{"categories":487},[],{"categories":489},[],{"categories":491},[],{"categories":493},[],{"categories":495},[108],{"categories":497},[114],{"categories":499},[134],{"categories":501},[111],{"categories":503},[47],{"categories":505},[99],{"categories":507},[149],{"categories":509},[],{"categories":511},[108],{"categories":513},[108],{"categories":515},[134],{"categories":517},[],{"categories":519},[],{"categories":521},[],{"categories":523},[108],{"categories":525},[],{"categories":527},[108],{"categories":529},[108],{"categories":531},[47],{"categories":533},[108],{"categories":535},[134],{"categories":537},[],{"categories":539},[134],{"categories":541},[],{"categories":543},[47],{"categories":545},[108,546],"Product Strategy",{"categories":548},[117],{"categories":550},[459],{"categories":552},[546],{"categories":554},[134],{"categories":556},[108],{"categories":558},[],{"categories":560},[47],{"categories":562},[47],{"categories":564},[108],{"categories":566},[],{"categories":568},[108],{"categories":570},[134],{"categories":572},[134],{"categories":574},[149],{"categories":576},[134],{"categories":578},[],{"categories":580},[134,117],{"categories":582},[47],{"categories":584},[134],{"categories":586},[47],{"categories":588},[108],{"categories":590},[47],{"categories":592},[],{"categories":594},[117],{"categories":596},[99],{"categories":598},[],{"categories":600},[108],{"categories":602},[108],{"categories":604},[108],{"categories":606},[108],{"categories":608},[99],{"categories":610},[114],{"categories":612},[111],{"categories":614},[],{"categories":616},[108],{"categories":618},[],{"categories":620},[47],{"categories":622},[47],{"categories":624},[47],{"categories":626},[108],{"categories":628},[47],{"categories":630},[134],{"categories":632},[149],{"categories":634},[134],{"categories":636},[117],{"categories":638},[134,149],{"categories":640},[149],{"categories":642},[149],{"categories":644},[149],{"categories":646},[149],{"categories":648},[134],{"categories":650},[],{"categories":652},[],{"categories":654},[111],{"categories":656},[],{"categories":658},[134],{"categories":660},[149],{"categories":662},[134],{"categories":664},[114],{"categories":666},[117],{"categories":668},[],{"categories":670},[134],{"categories":672},[149],{"categories":674},[111],{"categories":676},[47],{"categories":678},[117],{"categories":680},[134],{"categories":682},[],{"categories":684},[117],{"categories":686},[114],{"categories":688},[99],{"categories":690},[99],{"categories":692},[],{"categories":694},[114],{"categories":696},[99],{"categories":698},[47],{"categories":700},[149],{"categories":702},[108],{"categories":704},[108],{"categories":706},[134],{"categories":708},[134],{"categories":710},[47],{"categories":712},[47],{"categories":714},[149],{"categories":716},[47],{"categories":718},[],{"categories":720},[546],{"categories":722},[108],{"categories":724},[47],{"categories":726},[47],{"categories":728},[47],{"categories":730},[134],{"categories":732},[108],{"categories":734},[108],{"categories":736},[99],{"categories":738},[99],{"categories":740},[134],{"categories":742},[47],{"categories":744},[],{"categories":746},[134],{"categories":748},[99],{"categories":750},[108],{"categories":752},[108],{"categories":754},[108],{"categories":756},[114],{"categories":758},[108],{"categories":760},[149],{"categories":762},[47],{"categories":764},[47],{"categories":766},[47],{"categories":768},[47],{"categories":770},[47],{"categories":772},[],{"categories":774},[],{"categories":776},[149],{"categories":778},[47],{"categories":780},[47],{"categories":782},[47],{"categories":784},[],{"categories":786},[134],{"categories":788},[],{"categories":790},[],{"categories":792},[114],{"categories":794},[99],{"categories":796},[],{"categories":798},[47],{"categories":800},[108],{"categories":802},[108],{"categories":804},[108],{"categories":806},[111],{"categories":808},[108],{"categories":810},[],{"categories":812},[47],{"categories":814},[47],{"categories":816},[134],{"categories":818},[],{"categories":820},[111],{"categories":822},[111],{"categories":824},[134],{"categories":826},[47],{"categories":828},[99],{"categories":830},[117],{"categories":832},[134],{"categories":834},[],{"categories":836},[134],{"categories":838},[134],{"categories":840},[117],{"categories":842},[134],{"categories":844},[134],{"categories":846},[134],{"categories":848},[111],{"categories":850},[47],{"categories":852},[134],{"categories":854},[134],{"categories":856},[47],{"categories":858},[108],{"categories":860},[149],{"categories":862},[99],{"categories":864},[134],{"categories":866},[149],{"categories":868},[149],{"categories":870},[],{"categories":872},[111],{"categories":874},[47],{"categories":876},[47],{"categories":878},[149],{"categories":880},[108],{"categories":882},[108],{"categories":884},[108],{"categories":886},[108],{"categories":888},[114],{"categories":890},[134],{"categories":892},[134],{"categories":894},[546],{"categories":896},[134],{"categories":898},[134],{"categories":900},[108],{"categories":902},[99],{"categories":904},[111],{"categories":906},[],{"categories":908},[99],{"categories":910},[99],{"categories":912},[],{"categories":914},[114],{"categories":916},[134],{"categories":918},[],{"categories":920},[],{"categories":922},[47],{"categories":924},[47],{"categories":926},[47],{"categories":928},[47],{"categories":930},[],{"categories":932},[47],{"categories":934},[134],{"categories":936},[134],{"categories":938},[],{"categories":940},[47],{"categories":942},[47],{"categories":944},[99],{"categories":946},[134],{"categories":948},[],{"categories":950},[],{"categories":952},[47],{"categories":954},[47],{"categories":956},[47],{"categories":958},[134],{"categories":960},[47],{"categories":962},[47],{"categories":964},[47],{"categories":966},[47],{"categories":968},[47],{"categories":970},[],{"categories":972},[108],{"categories":974},[134],{"categories":976},[111],{"categories":978},[99],{"categories":980},[108],{"categories":982},[134],{"categories":984},[],{"categories":986},[111],{"categories":988},[47],{"categories":990},[47],{"categories":992},[47],{"categories":994},[47],{"categories":996},[149],{"categories":998},[117],{"categories":1000},[],{"categories":1002},[134],{"categories":1004},[108],{"categories":1006},[108],{"categories":1008},[108],{"categories":1010},[459],{"categories":1012},[108],{"categories":1014},[134],{"categories":1016},[134],{"categories":1018},[117],{"categories":1020},[459],{"categories":1022},[194],{"categories":1024},[134],{"categories":1026},[194],{"categories":1028},[],{"categories":1030},[111],{"categories":1032},[111],{"categories":1034},[114],{"categories":1036},[459],{"categories":1038},[108],{"categories":1040},[134],{"categories":1042},[134],{"categories":1044},[108],{"categories":1046},[108],{"categories":1048},[108],{"categories":1050},[149],{"categories":1052},[149],{"categories":1054},[108],{"categories":1056},[108],{"categories":1058},[],{"categories":1060},[108],{"categories":1062},[108],{"categories":1064},[134],{"categories":1066},[194],{"categories":1068},[108],{"categories":1070},[108],{"categories":1072},[108],{"categories":1074},[108],{"categories":1076},[99],{"categories":1078},[114],{"categories":1080},[47],{"categories":1082},[117],{"categories":1084},[459],{"categories":1086},[117],{"categories":1088},[194],{"categories":1090},[],{"categories":1092},[117],{"categories":1094},[],{"categories":1096},[],{"categories":1098},[117],{"categories":1100},[134],{"categories":1102},[],{"categories":1104},[],{"categories":1106},[],{"categories":1108},[99],{"categories":1110},[],{"categories":1112},[],{"categories":1114},[194],{"categories":1116},[134],{"categories":1118},[459],{"categories":1120},[134],{"categories":1122},[],{"categories":1124},[108],{"categories":1126},[149],{"categories":1128},[149],{"categories":1130},[111],{"categories":1132},[111],{"categories":1134},[111],{"categories":1136},[459],{"categories":1138},[117],{"categories":1140},[108],{"categories":1142},[99],{"categories":1144},[99],{"categories":1146},[117],{"categories":1148},[114],{"categories":1150},[194],{"categories":1152},[114],{"categories":1154},[],{"categories":1156},[134],{"categories":1158},[108],{"categories":1160},[108],{"categories":1162},[149],{"categories":1164},[108],{"categories":1166},[108],{"categories":1168},[114],{"categories":1170},[114],{"categories":1172},[108],{"categories":1174},[459],{"categories":1176},[134],{"categories":1178},[],{"categories":1180},[111],{"categories":1182},[108],{"categories":1184},[99],{"categories":1186},[108],{"categories":1188},[108],{"categories":1190},[],{"categories":1192},[134],{"categories":1194},[108],{"categories":1196},[108],{"categories":1198},[149],{"categories":1200},[108],{"categories":1202},[134],{"categories":1204},[],{"categories":1206},[108],{"categories":1208},[],{"categories":1210},[114],{"categories":1212},[149],{"categories":1214},[134],{"categories":1216},[117],{"categories":1218},[114],{"categories":1220},[149],{"categories":1222},[194],{"categories":1224},[149],{"categories":1226},[],{"categories":1228},[134],{"categories":1230},[134],{"categories":1232},[546],{"categories":1234},[117],{"categories":1236},[134,108],{"categories":1238},[108],{"categories":1240},[134],{"categories":1242},[108],{"categories":1244},[108,117],{"categories":1246},[108],{"categories":1248},[134],{"categories":1250},[],{"categories":1252},[149],{"categories":1254},[134],{"categories":1256},[108],{"categories":1258},[134],{"categories":1260},[],{"categories":1262},[117],{"categories":1264},[99],{"categories":1266},[108],{"categories":1268},[],{"categories":1270},[194],{"categories":1272},[117],{"categories":1274},[108],{"categories":1276},[117],{"categories":1278},[],{"categories":1280},[108],{"categories":1282},[],{"categories":1284},[108],{"categories":1286},[],{"categories":1288},[],{"categories":1290},[114],{"categories":1292},[149],{"categories":1294},[134],{"categories":1296},[108],{"categories":1298},[],{"categories":1300},[108],{"categories":1302},[117],{"categories":1304},[134],{"categories":1306},[134],{"categories":1308},[117],{"categories":1310},[117],{"categories":1312},[149],{"categories":1314},[99],{"categories":1316},[],{"categories":1318},[134],{"categories":1320},[134],{"categories":1322},[134],{"categories":1324},[108],{"categories":1326},[134],{"categories":1328},[],{"categories":1330},[114],{"categories":1332},[134],{"categories":1334},[108],{"categories":1336},[],{"categories":1338},[134],{"categories":1340},[],{"categories":1342},[134],{"categories":1344},[],{"categories":1346},[],{"categories":1348},[],{"categories":1350},[134],{"categories":1352},[134],{"categories":1354},[134],{"categories":1356},[134],{"categories":1358},[],{"categories":1360},[134],{"categories":1362},[134],{"categories":1364},[134],{"categories":1366},[],{"categories":1368},[134],{"categories":1370},[],{"categories":1372},[111],{"categories":1374},[134],{"categories":1376},[],{"categories":1378},[],{"categories":1380},[],{"categories":1382},[134],{"categories":1384},[47],{"categories":1386},[47],{"categories":1388},[],{"categories":1390},[108],{"categories":1392},[134],{"categories":1394},[],{"categories":1396},[134],{"categories":1398},[134],{"categories":1400},[47],{"categories":1402},[],{"categories":1404},[134],{"categories":1406},[47],{"categories":1408},[108],{"categories":1410},[134],{"categories":1412},[],{"categories":1414},[],{"categories":1416},[],{"categories":1418},[108],{"categories":1420},[108],{"categories":1422},[108],{"categories":1424},[108],{"categories":1426},[134],{"categories":1428},[114],{"categories":1430},[114],{"categories":1432},[108],{"categories":1434},[108],{"categories":1436},[149],{"categories":1438},[546],{"categories":1440},[149],{"categories":1442},[149],{"categories":1444},[134],{"categories":1446},[108],{"categories":1448},[134],{"categories":1450},[149],{"categories":1452},[134],{"categories":1454},[108],{"categories":1456},[108],{"categories":1458},[108],{"categories":1460},[108],{"categories":1462},[108],{"categories":1464},[134],{"categories":1466},[149],{"categories":1468},[149],{"categories":1470},[111],{"categories":1472},[108],{"categories":1474},[],{"categories":1476},[108],{"categories":1478},[],{"categories":1480},[47],{"categories":1482},[134],{"categories":1484},[],{"categories":1486},[99],{"categories":1488},[114],{"categories":1490},[114],{"categories":1492},[108],{"categories":1494},[108],{"categories":1496},[134],{"categories":1498},[134],{"categories":1500},[47],{"categories":1502},[47],{"categories":1504},[459],{"categories":1506},[108],{"categories":1508},[47],{"categories":1510},[],{"categories":1512},[134],{"categories":1514},[108],{"categories":1516},[108],{"categories":1518},[108],{"categories":1520},[108],{"categories":1522},[134],{"categories":1524},[134],{"categories":1526},[134],{"categories":1528},[134],{"categories":1530},[108],{"categories":1532},[108],{"categories":1534},[108],{"categories":1536},[108],{"categories":1538},[],{"categories":1540},[114],{"categories":1542},[134],{"categories":1544},[134],{"categories":1546},[134],{"categories":1548},[],{"categories":1550},[111],{"categories":1552},[],{"categories":1554},[149],{"categories":1556},[],{"categories":1558},[108],{"categories":1560},[149],{"categories":1562},[114],{"categories":1564},[149],{"categories":1566},[],{"categories":1568},[149],{"categories":1570},[149],{"categories":1572},[],{"categories":1574},[114],{"categories":1576},[108],{"categories":1578},[108],{"categories":1580},[149],{"categories":1582},[134],{"categories":1584},[134],{"categories":1586},[],{"categories":1588},[47],{"categories":1590},[],{"categories":1592},[111],{"categories":1594},[],{"categories":1596},[114],{"categories":1598},[47],{"categories":1600},[114],{"categories":1602},[114],{"categories":1604},[114],{"categories":1606},[114],{"categories":1608},[114],{"categories":1610},[114],{"categories":1612},[114],{"categories":1614},[114],{"categories":1616},[114],{"categories":1618},[114],{"categories":1620},[],{"categories":1622},[108],{"categories":1624},[114],{"categories":1626},[134],{"categories":1628},[134],{"categories":1630},[114],{"categories":1632},[114],{"categories":1634},[114],{"categories":1636},[114],{"categories":1638},[114],{"categories":1640},[114],{"categories":1642},[114],{"categories":1644},[134,114],{"categories":1646},[114],{"categories":1648},[114],{"categories":1650},[114],{"categories":1652},[114],{"categories":1654},[],{"categories":1656},[114],{"categories":1658},[114],{"categories":1660},[114],{"categories":1662},[114],{"categories":1664},[114],{"categories":1666},[114],{"categories":1668},[114],{"categories":1670},[114],{"categories":1672},[114],{"categories":1674},[114,134],{"categories":1676},[114],{"categories":1678},[114],{"categories":1680},[],{"categories":1682},[47],{"categories":1684},[],{"categories":1686},[134],{"categories":1688},[],{"categories":1690},[108],{"categories":1692},[459],{"categories":1694},[546],{"categories":1696},[108],{"categories":1698},[108],{"categories":1700},[],{"categories":1702},[108],{"categories":1704},[],{"categories":1706},[108],{"categories":1708},[],{"categories":1710},[],{"categories":1712},[134],{"categories":1714},[134],{"categories":1716},[134],{"categories":1718},[47],{"categories":1720},[47],{"categories":1722},[47],{"categories":1724},[47],{"categories":1726},[],{"categories":1728},[47],{"categories":1730},[],{"categories":1732},[47],{"categories":1734},[134],{"categories":1736},[47],{"categories":1738},[47],{"categories":1740},[47],{"categories":1742},[47],{"categories":1744},[134],{"categories":1746},[47],{"categories":1748},[108],{"categories":1750},[],{"categories":1752},[108],{"categories":1754},[47],{"categories":1756},[134],{"categories":1758},[47],{"categories":1760},[47],{"categories":1762},[47],{"categories":1764},[134],{"categories":1766},[134],{"categories":1768},[134],{"categories":1770},[],{"categories":1772},[],{"categories":1774},[134],{"categories":1776},[47],{"categories":1778},[],{"categories":1780},[134],{"categories":1782},[108],{"categories":1784},[134],{"categories":1786},[108],{"categories":1788},[108],{"categories":1790},[134],{"categories":1792},[],{"categories":1794},[],{"categories":1796},[108],{"categories":1798},[108],{"categories":1800},[108],{"categories":1802},[108],{"categories":1804},[108],{"categories":1806},[108],{"categories":1808},[108],{"categories":1810},[108],{"categories":1812},[],{"categories":1814},[108],{"categories":1816},[108],{"categories":1818},[108],{"categories":1820},[134],{"categories":1822},[134],{"categories":1824},[134],{"categories":1826},[47],{"categories":1828},[134],{"categories":1830},[134],{"categories":1832},[134],{"categories":1834},[108],{"categories":1836},[111],{"categories":1838},[111],{"categories":1840},[111],{"categories":1842},[108],{"categories":1844},[],{"categories":1846},[134],{"categories":1848},[],{"categories":1850},[],{"categories":1852},[134],{"categories":1854},[],{"categories":1856},[108],{"categories":1858},[114],{"categories":1860},[149],{"categories":1862},[194],{"categories":1864},[134],{"categories":1866},[108],{"categories":1868},[114],{"categories":1870},[],{"categories":1872},[108],{"categories":1874},[111,99],{"categories":1876},[108],{"categories":1878},[108],{"categories":1880},[459],{"categories":1882},[117],{"categories":1884},[111],{"categories":1886},[149],{"categories":1888},[134],{"categories":1890},[],{"categories":1892},[134],{"categories":1894},[],{"categories":1896},[134],{"categories":1898},[134],{"categories":1900},[108],{"categories":1902},[],{"categories":1904},[134],{"categories":1906},[108],{"categories":1908},[134],{"categories":1910},[149],{"categories":1912},[108],{"categories":1914},[134],{"categories":1916},[134,149],{"categories":1918},[149],{"categories":1920},[],{"categories":1922},[134],{"categories":1924},[134],{"categories":1926},[134],{"categories":1928},[],{"categories":1930},[],{"categories":1932},[108],{"categories":1934},[111],{"categories":1936},[47],{"categories":1938},[108],{"categories":1940},[134],{"categories":1942},[47],{"categories":1944},[],{"categories":1946},[149],{"categories":1948},[47],{"categories":1950},[],{"categories":1952},[194],{"categories":1954},[111],{"categories":1956},[99],{"categories":1958},[47],{"categories":1960},[134],{"categories":1962},[108],{"categories":1964},[134],{"categories":1966},[108],{"categories":1968},[108],{"categories":1970},[47],{"categories":1972},[149],{"categories":1974},[114],{"categories":1976},[99],{"categories":1978},[134],{"categories":1980},[134],{"categories":1982},[],{"categories":1984},[],{"categories":1986},[134],{"categories":1988},[],{"categories":1990},[134],{"categories":1992},[47],{"categories":1994},[],{"categories":1996},[108],{"categories":1998},[149],{"categories":2000},[47],{"categories":2002},[149],{"categories":2004},[108],{"categories":2006},[134],{"categories":2008},[],{"categories":2010},[108],{"categories":2012},[108],{"categories":2014},[114],{"categories":2016},[108],{"categories":2018},[114],{"categories":2020},[108],{"categories":2022},[108],{"categories":2024},[114],{"categories":2026},[],{"categories":2028},[],{"categories":2030},[114],{"categories":2032},[114],{"categories":2034},[114],{"categories":2036},[117],{"categories":2038},[149],{"categories":2040},[149],{"categories":2042},[108],{"categories":2044},[47],{"categories":2046},[149],{"categories":2048},[149],{"categories":2050},[111],{"categories":2052},[114],{"categories":2054},[108],{"categories":2056},[108],{"categories":2058},[134],{"categories":2060},[149],{"categories":2062},[134],{"categories":2064},[],{"categories":2066},[459],{"categories":2068},[546],{"categories":2070},[],{"categories":2072},[],{"categories":2074},[108],{"categories":2076},[47],{"categories":2078},[111],{"categories":2080},[111],{"categories":2082},[194],{"categories":2084},[114],{"categories":2086},[194],{"categories":2088},[194],{"categories":2090},[108],{"categories":2092},[],{"categories":2094},[],{"categories":2096},[194],{"categories":2098},[117],{"categories":2100},[134],{"categories":2102},[117],{"categories":2104},[194],{"categories":2106},[117],{"categories":2108},[194],{"categories":2110},[99],{"categories":2112},[117],{"categories":2114},[149],{"categories":2116},[134],{"categories":2118},[],{"categories":2120},[194],{"categories":2122},[459],{"categories":2124},[],{"categories":2126},[134],{"categories":2128},[134],{"categories":2130},[],{"categories":2132},[],{"categories":2134},[134],{"categories":2136},[134],{"categories":2138},[47],{"categories":2140},[134],{"categories":2142},[],{"categories":2144},[47],{"categories":2146},[],{"categories":2148},[],{"categories":2150},[47],{"categories":2152},[47],{"categories":2154},[134],{"categories":2156},[134],{"categories":2158},[134],{"categories":2160},[134],{"categories":2162},[134],{"categories":2164},[134],{"categories":2166},[111],{"categories":2168},[],{"categories":2170},[134],{"categories":2172},[],{"categories":2174},[],{"categories":2176},[108],{"categories":2178},[149],{"categories":2180},[],{"categories":2182},[459],{"categories":2184},[134,459],{"categories":2186},[134],{"categories":2188},[],{"categories":2190},[114],{"categories":2192},[114],{"categories":2194},[114],{"categories":2196},[114],{"categories":2198},[114],{"categories":2200},[],{"categories":2202},[],{"categories":2204},[],{"categories":2206},[117],{"categories":2208},[108],{"categories":2210},[99],{"categories":2212},[117],{"categories":2214},[149],{"categories":2216},[114],{"categories":2218},[],{"categories":2220},[111],{"categories":2222},[546],{"categories":2224},[194],{"categories":2226},[194],{"categories":2228},[194],{"categories":2230},[149],{"categories":2232},[546],{"categories":2234},[149],{"categories":2236},[],{"categories":2238},[99],{"categories":2240},[117],{"categories":2242},[134],{"categories":2244},[114],{"categories":2246},[111],{"categories":2248},[117],{"categories":2250},[111],{"categories":2252},[134],{"categories":2254},[114],{"categories":2256},[117],{"categories":2258},[459],{"categories":2260},[134],{"categories":2262},[47],{"categories":2264},[117],{"categories":2266},[],{"categories":2268},[134],{"categories":2270},[117],{"categories":2272},[117],{"categories":2274},[108],{"categories":2276},[],{"categories":2278},[111],{"categories":2280},[111],{"categories":2282},[111],{"categories":2284},[108],{"categories":2286},[134],{"categories":2288},[],{"categories":2290},[99],{"categories":2292},[149],{"categories":2294},[149],{"categories":2296},[194],{"categories":2298},[99],{"categories":2300},[47],{"categories":2302},[194],{"categories":2304},[],{"categories":2306},[47],{"categories":2308},[47],{"categories":2310},[47],{"categories":2312},[134],{"categories":2314},[99],{"categories":2316},[134],{"categories":2318},[],{"categories":2320},[],{"categories":2322},[],{"categories":2324},[117],{"categories":2326},[108],{"categories":2328},[],{"categories":2330},[149],{"categories":2332},[114],{"categories":2334},[],{"categories":2336},[111],{"categories":2338},[],{"categories":2340},[114],{"categories":2342},[134],{"categories":2344},[149],{"categories":2346},[99],{"categories":2348},[],{"categories":2350},[114],{"categories":2352},[114],{"categories":2354},[134],{"categories":2356},[],{"categories":2358},[],{"categories":2360},[117],{"categories":2362},[134],{"categories":2364},[],{"categories":2366},[108],{"categories":2368},[134],{"categories":2370},[],{"categories":2372},[117],{"categories":2374},[108],{"categories":2376},[134],{"categories":2378},[194],{"categories":2380},[134],{"categories":2382},[],{"categories":2384},[194],{"categories":2386},[134],{"categories":2388},[117],{"categories":2390},[134],{"categories":2392},[194],{"categories":2394},[108],{"categories":2396},[134],{"categories":2398},[134],{"categories":2400},[134,108],{"categories":2402},[108],{"categories":2404},[108],{"categories":2406},[108],{"categories":2408},[114],{"categories":2410},[149],{"categories":2412},[134],{"categories":2414},[149],{"categories":2416},[114],{"categories":2418},[134],{"categories":2420},[],{"categories":2422},[],{"categories":2424},[134],{"categories":2426},[134],{"categories":2428},[134],{"categories":2430},[108],{"categories":2432},[134],{"categories":2434},[],{"categories":2436},[134],{"categories":2438},[134],{"categories":2440},[108],{"categories":2442},[108],{"categories":2444},[134],{"categories":2446},[134],{"categories":2448},[],{"categories":2450},[134],{"categories":2452},[],{"categories":2454},[134],{"categories":2456},[134],{"categories":2458},[134],{"categories":2460},[134],{"categories":2462},[134],{"categories":2464},[134],{"categories":2466},[134],{"categories":2468},[],{"categories":2470},[134],{"categories":2472},[47],{"categories":2474},[47],{"categories":2476},[],{"categories":2478},[],{"categories":2480},[134],{"categories":2482},[],{"categories":2484},[134],{"categories":2486},[134,459],{"categories":2488},[],{"categories":2490},[47],{"categories":2492},[],{"categories":2494},[134],{"categories":2496},[],{"categories":2498},[],{"categories":2500},[],{"categories":2502},[134],{"categories":2504},[],{"categories":2506},[134],{"categories":2508},[],{"categories":2510},[134],{"categories":2512},[134],{"categories":2514},[],{"categories":2516},[],{"categories":2518},[134,459],{"categories":2520},[459,134],{"categories":2522},[47],{"categories":2524},[],{"categories":2526},[134],{"categories":2528},[],{"categories":2530},[134],{"categories":2532},[134],{"categories":2534},[],{"categories":2536},[47],{"categories":2538},[134,99],{"categories":2540},[47],{"categories":2542},[117],{"categories":2544},[],{"categories":2546},[108],{"categories":2548},[134],{"categories":2550},[111],{"categories":2552},[134],{"categories":2554},[149],{"categories":2556},[149],{"categories":2558},[459],{"categories":2560},[47],{"categories":2562},[134],{"categories":2564},[459],{"categories":2566},[117],{"categories":2568},[134],{"categories":2570},[149],{"categories":2572},[],{"categories":2574},[134],{"categories":2576},[],{"categories":2578},[],{"categories":2580},[134],{"categories":2582},[],{"categories":2584},[134],{"categories":2586},[117],{"categories":2588},[99],{"categories":2590},[149],{"categories":2592},[111],{"categories":2594},[108],{"categories":2596},[149],{"categories":2598},[],{"categories":2600},[111],{"categories":2602},[],{"categories":2604},[],{"categories":2606},[134],{"categories":2608},[47],{"categories":2610},[111],{"categories":2612},[],{"categories":2614},[134],{"categories":2616},[47],{"categories":2618},[47],{"categories":2620},[111],{"categories":2622},[47],{"categories":2624},[134],{"categories":2626},[47],{"categories":2628},[134],{"categories":2630},[],{"categories":2632},[134],{"categories":2634},[134],{"categories":2636},[134],{"categories":2638},[47],{"categories":2640},[],{"categories":2642},[],{"categories":2644},[114],{"categories":2646},[47],{"categories":2648},[],{"categories":2650},[134],{"categories":2652},[134],{"categories":2654},[134],{"categories":2656},[134],{"categories":2658},[134],{"categories":2660},[134],{"categories":2662},[134],{"categories":2664},[134],{"categories":2666},[134],{"categories":2668},[111],{"categories":2670},[134,114],{"categories":2672},[47],{"categories":2674},[47],{"categories":2676},[134],{"categories":2678},[117],{"categories":2680},[194],{"categories":2682},[134],{"categories":2684},[134],{"categories":2686},[],{"categories":2688},[],{"categories":2690},[134],{"categories":2692},[134],{"categories":2694},[],{"categories":2696},[114],{"categories":2698},[114],{"categories":2700},[149],{"categories":2702},[134],{"categories":2704},[149],{"categories":2706},[134],{"categories":2708},[134],{"categories":2710},[],{"categories":2712},[134],{"categories":2714},[],{"categories":2716},[],{"categories":2718},[134],{"categories":2720},[],{"categories":2722},[],{"categories":2724},[47],{"categories":2726},[],{"categories":2728},[134],{"categories":2730},[134],{"categories":2732},[134],{"categories":2734},[],{"categories":2736},[134],{"categories":2738},[47],{"categories":2740},[546],{"categories":2742},[108],{"categories":2744},[134],{"categories":2746},[],{"categories":2748},[108],{"categories":2750},[134],{"categories":2752},[],{"categories":2754},[134],{"categories":2756},[],{"categories":2758},[108],{"categories":2760},[],{"categories":2762},[],{"categories":2764},[108],{"categories":2766},[108],{"categories":2768},[108],{"categories":2770},[134],{"categories":2772},[],{"categories":2774},[108],{"categories":2776},[108],{"categories":2778},[],{"categories":2780},[],{"categories":2782},[108],{"categories":2784},[134],{"categories":2786},[47],{"categories":2788},[546],{"categories":2790},[111],{"categories":2792},[],{"categories":2794},[114],{"categories":2796},[134],{"categories":2798},[134],{"categories":2800},[99],{"categories":2802},[47],{"categories":2804},[47],{"categories":2806},[47],{"categories":2808},[47],{"categories":2810},[],{"categories":2812},[108],{"categories":2814},[108],{"categories":2816},[108],{"categories":2818},[108],{"categories":2820},[149],{"categories":2822},[134],{"categories":2824},[99],{"categories":2826},[],{"categories":2828},[149],{"categories":2830},[108],{"categories":2832},[114],{"categories":2834},[114],{"categories":2836},[114],{"categories":2838},[114],{"categories":2840},[114],{"categories":2842},[114],{"categories":2844},[134,99],{"categories":2846},[108],{"categories":2848},[99],{"categories":2850},[47],{"categories":2852},[47],{"categories":2854},[149],{"categories":2856},[],{"categories":2858},[],{"categories":2860},[111],{"categories":2862},[],{"categories":2864},[134],{"categories":2866},[111],{"categories":2868},[134],{"categories":2870},[117],{"categories":2872},[108],{"categories":2874},[99],{"categories":2876},[108],{"categories":2878},[117],{"categories":2880},[149],{"categories":2882},[108],{"categories":2884},[],{"categories":2886},[149],{"categories":2888},[],{"categories":2890},[],{"categories":2892},[108],{"categories":2894},[108],{"categories":2896},[108],{"categories":2898},[134],{"categories":2900},[134],{"categories":2902},[134],{"categories":2904},[134],{"categories":2906},[134],{"categories":2908},[],{"categories":2910},[459],{"categories":2912},[134],{"categories":2914},[],{"categories":2916},[],{"categories":2918},[],{"categories":2920},[149],{"categories":2922},[],{"categories":2924},[134],{"categories":2926},[],{"categories":2928},[47],{"categories":2930},[134],{"categories":2932},[47],{"categories":2934},[134],{"categories":2936},[108],{"categories":2938},[],{"categories":2940},[134],{"categories":2942},[134],{"categories":2944},[],{"categories":2946},[194],{"categories":2948},[194],{"categories":2950},[117],{"categories":2952},[114],{"categories":2954},[],{"categories":2956},[134],{"categories":2958},[108],{"categories":2960},[],{"categories":2962},[],{"categories":2964},[134],{"categories":2966},[117],{"categories":2968},[108],{"categories":2970},[99],{"categories":2972},[149,117],{"categories":2974},[117],{"categories":2976},[134],{"categories":2978},[108],{"categories":2980},[],{"categories":2982},[],{"categories":2984},[],{"categories":2986},[],{"categories":2988},[],{"categories":2990},[],{"categories":2992},[134],{"categories":2994},[],{"categories":2996},[],{"categories":2998},[134],{"categories":3000},[],{"categories":3002},[],{"categories":3004},[],{"categories":3006},[134],{"categories":3008},[47],{"categories":3010},[],{"categories":3012},[],{"categories":3014},[],{"categories":3016},[134],{"categories":3018},[],{"categories":3020},[134],{"categories":3022},[134],{"categories":3024},[],{"categories":3026},[134],{"categories":3028},[117],{"categories":3030},[],{"categories":3032},[149],{"categories":3034},[149],{"categories":3036},[],{"categories":3038},[111],{"categories":3040},[],{"categories":3042},[],{"categories":3044},[],{"categories":3046},[114],{"categories":3048},[47],{"categories":3050},[108],{"categories":3052},[134],{"categories":3054},[99],{"categories":3056},[134],{"categories":3058},[],{"categories":3060},[],{"categories":3062},[99],{"categories":3064},[111],{"categories":3066},[108],{"categories":3068},[],{"categories":3070},[459],{"categories":3072},[],{"categories":3074},[111],{"categories":3076},[134],{"categories":3078},[134],{"categories":3080},[111],{"categories":3082},[134],{"categories":3084},[114],{"categories":3086},[108],{"categories":3088},[134],{"categories":3090},[108],{"categories":3092},[134],{"categories":3094},[108],{"categories":3096},[149],{"categories":3098},[149],{"categories":3100},[114],{"categories":3102},[],{"categories":3104},[134],{"categories":3106},[134],{"categories":3108},[111],{"categories":3110},[546],{"categories":3112},[149],{"categories":3114},[47],{"categories":3116},[134],{"categories":3118},[47],{"categories":3120},[134],{"categories":3122},[134],{"categories":3124},[],{"categories":3126},[134],{"categories":3128},[],{"categories":3130},[134],{"categories":3132},[111],{"categories":3134},[134],{"categories":3136},[134],{"categories":3138},[134],{"categories":3140},[],{"categories":3142},[134],{"categories":3144},[134],{"categories":3146},[546],{"categories":3148},[],{"categories":3150},[47],{"categories":3152},[459],{"categories":3154},[117],{"categories":3156},[],{"categories":3158},[194],{"categories":3160},[],{"categories":3162},[],{"categories":3164},[47],{"categories":3166},[134],{"categories":3168},[],{"categories":3170},[134],{"categories":3172},[134],{"categories":3174},[108],{"categories":3176},[134],{"categories":3178},[47],{"categories":3180},[47],{"categories":3182},[114],{"categories":3184},[114],{"categories":3186},[114],{"categories":3188},[134],{"categories":3190},[194],{"categories":3192},[47],{"categories":3194},[149],{"categories":3196},[],{"categories":3198},[114],{"categories":3200},[114],{"categories":3202},[459],{"categories":3204},[114],{"categories":3206},[114],{"categories":3208},[108],{"categories":3210},[47],{"categories":3212},[459],{"categories":3214},[134],{"categories":3216},[134],{"categories":3218},[134],{"categories":3220},[134],{"categories":3222},[],{"categories":3224},[108],{"categories":3226},[134],{"categories":3228},[114],{"categories":3230},[],{"categories":3232},[],{"categories":3234},[47],{"categories":3236},[],{"categories":3238},[108],{"categories":3240},[108],{"categories":3242},[108],{"categories":3244},[108],{"categories":3246},[108],{"categories":3248},[108],{"categories":3250},[108],{"categories":3252},[108],{"categories":3254},[],{"categories":3256},[],{"categories":3258},[134],{"categories":3260},[],{"categories":3262},[108],{"categories":3264},[149],{"categories":3266},[149],{"categories":3268},[194],{"categories":3270},[99],{"categories":3272},[],{"categories":3274},[],{"categories":3276},[],{"categories":3278},[114],{"categories":3280},[134],{"categories":3282},[],{"categories":3284},[99],{"categories":3286},[99],{"categories":3288},[114],{"categories":3290},[149],{"categories":3292},[194],{"categories":3294},[114],{"categories":3296},[114],{"categories":3298},[],{"categories":3300},[108],{"categories":3302},[99],{"categories":3304},[99],{"categories":3306},[134],{"categories":3308},[108],{"categories":3310},[117],{"categories":3312},[114],{"categories":3314},[],{"categories":3316},[111],{"categories":3318},[194],{"categories":3320},[47],{"categories":3322},[47],{"categories":3324},[47],{"categories":3326},[459],{"categories":3328},[],{"categories":3330},[108],{"categories":3332},[],{"categories":3334},[108],{"categories":3336},[108],{"categories":3338},[134],{"categories":3340},[134],{"categories":3342},[117],{"categories":3344},[108],{"categories":3346},[117],{"categories":3348},[],{"categories":3350},[108],{"categories":3352},[114],{"categories":3354},[114],{"categories":3356},[114],{"categories":3358},[134],{"categories":3360},[108],{"categories":3362},[134],{"categories":3364},[99],{"categories":3366},[47],{"categories":3368},[114],{"categories":3370},[47],{"categories":3372},[134],{"categories":3374},[],{"categories":3376},[47],{"categories":3378},[108],{"categories":3380},[47],{"categories":3382},[47],{"categories":3384},[47],{"categories":3386},[47],{"categories":3388},[],{"categories":3390},[],{"categories":3392},[47],{"categories":3394},[47],{"categories":3396},[],{"categories":3398},[47],{"categories":3400},[47],{"categories":3402},[134],{"categories":3404},[134],{"categories":3406},[47],{"categories":3408},[47],{"categories":3410},[134],{"categories":3412},[],{"categories":3414},[134],{"categories":3416},[108],{"categories":3418},[134],{"categories":3420},[134],{"categories":3422},[],{"categories":3424},[134],{"categories":3426},[134],{"categories":3428},[134],{"categories":3430},[47],{"categories":3432},[],{"categories":3434},[],{"categories":3436},[],{"categories":3438},[],{"categories":3440},[134],{"categories":3442},[134],{"categories":3444},[],{"categories":3446},[111],{"categories":3448},[47],{"categories":3450},[],{"categories":3452},[],{"categories":3454},[],{"categories":3456},[],{"categories":3458},[],{"categories":3460},[134],{"categories":3462},[],{"categories":3464},[],{"categories":3466},[134],{"categories":3468},[],{"categories":3470},[108],{"categories":3472},[108],{"categories":3474},[108],{"categories":3476},[99],{"categories":3478},[],{"categories":3480},[111],{"categories":3482},[117],{"categories":3484},[117],{"categories":3486},[459],{"categories":3488},[47],{"categories":3490},[],{"categories":3492},[134],{"categories":3494},[134],{"categories":3496},[99],{"categories":3498},[],{"categories":3500},[99],{"categories":3502},[],{"categories":3504},[],{"categories":3506},[],{"categories":3508},[117],{"categories":3510},[108],{"categories":3512},[108],{"categories":3514},[108],{"categories":3516},[108],{"categories":3518},[108],{"categories":3520},[],{"categories":3522},[47],{"categories":3524},[134],{"categories":3526},[134],{"categories":3528},[134],{"categories":3530},[],{"categories":3532},[99],{"categories":3534},[],{"categories":3536},[114],{"categories":3538},[194],{"categories":3540},[114],{"categories":3542},[],{"categories":3544},[],{"categories":3546},[134],{"categories":3548},[108],{"categories":3550},[],{"categories":3552},[134],{"categories":3554},[134],{"categories":3556},[134],{"categories":3558},[108],{"categories":3560},[108],{"categories":3562},[134],{"categories":3564},[194],{"categories":3566},[108],{"categories":3568},[],{"categories":3570},[134],{"categories":3572},[],{"categories":3574},[546],{"categories":3576},[117],{"categories":3578},[194],{"categories":3580},[117],{"categories":3582},[459],{"categories":3584},[134],{"categories":3586},[117],{"categories":3588},[47],{"categories":3590},[459],{"categories":3592},[117],{"categories":3594},[114],{"categories":3596},[114],{"categories":3598},[],{"categories":3600},[117],{"categories":3602},[],{"categories":3604},[149],{"categories":3606},[117],{"categories":3608},[],{"categories":3610},[194],{"categories":3612},[194],{"categories":3614},[546],{"categories":3616},[],{"categories":3618},[134],{"categories":3620},[117],{"categories":3622},[459],{"categories":3624},[108],{"categories":3626},[108],{"categories":3628},[194],{"categories":3630},[134],{"categories":3632},[149],{"categories":3634},[134],{"categories":3636},[],{"categories":3638},[],{"categories":3640},[],{"categories":3642},[111],{"categories":3644},[134],{"categories":3646},[114],{"categories":3648},[117],{"categories":3650},[117],{"categories":3652},[134],{"categories":3654},[111],{"categories":3656},[149],{"categories":3658},[134],{"categories":3660},[117],{"categories":3662},[134],{"categories":3664},[117],{"categories":3666},[149],{"categories":3668},[149],{"categories":3670},[108],{"categories":3672},[149],{"categories":3674},[117],{"categories":3676},[99],{"categories":3678},[117],{"categories":3680},[117],{"categories":3682},[117],{"categories":3684},[117],{"categories":3686},[],{"categories":3688},[47],{"categories":3690},[],{"categories":3692},[194],{"categories":3694},[134],{"categories":3696},[134],{"categories":3698},[],{"categories":3700},[],{"categories":3702},[],{"categories":3704},[134],{"categories":3706},[47],{"categories":3708},[134],{"categories":3710},[134],{"categories":3712},[],{"categories":3714},[134],{"categories":3716},[114],{"categories":3718},[134],{"categories":3720},[134],{"categories":3722},[134],{"categories":3724},[],{"categories":3726},[],{"categories":3728},[],{"categories":3730},[459],{"categories":3732},[459],{"categories":3734},[99],{"categories":3736},[108],{"categories":3738},[99,111],{"categories":3740},[134],{"categories":3742},[47],{"categories":3744},[],{"categories":3746},[114],{"categories":3748},[194],{"categories":3750},[134],{"categories":3752},[117],{"categories":3754},[134],{"categories":3756},[],{"categories":3758},[194],{"categories":3760},[459],{"categories":3762},[108],{"categories":3764},[99],{"categories":3766},[459],{"categories":3768},[108],{"categories":3770},[149],{"categories":3772},[108],{"categories":3774},[149],{"categories":3776},[134],{"categories":3778},[149],{"categories":3780},[149],{"categories":3782},[117],{"categories":3784},[194],{"categories":3786},[134],{"categories":3788},[111],{"categories":3790},[],{"categories":3792},[134],{"categories":3794},[114],{"categories":3796},[194],{"categories":3798},[99],{"categories":3800},[134],{"categories":3802},[194],{"categories":3804},[149],{"categories":3806},[134],{"categories":3808},[134],{"categories":3810},[194],{"categories":3812},[134],{"categories":3814},[149],{"categories":3816},[134],{"categories":3818},[],{"categories":3820},[134],{"categories":3822},[134],{"categories":3824},[134],{"categories":3826},[134],{"categories":3828},[],{"categories":3830},[108],{"categories":3832},[459],{"categories":3834},[],{"categories":3836},[],{"categories":3838},[134],{"categories":3840},[99],{"categories":3842},[111],{"categories":3844},[99],{"categories":3846},[99],{"categories":3848},[108],{"categories":3850},[],{"categories":3852},[134],{"categories":3854},[47],{"categories":3856},[134],{"categories":3858},[134],{"categories":3860},[],{"categories":3862},[108],{"categories":3864},[47],{"categories":3866},[134,459],{"categories":3868},[108,459],{"categories":3870},[459],{"categories":3872},[134],{"categories":3874},[108],{"categories":3876},[108],{"categories":3878},[117],{"categories":3880},[117],{"categories":3882},[117],{"categories":3884},[134],{"categories":3886},[114],{"categories":3888},[108],{"categories":3890},[],{"categories":3892},[459],{"categories":3894},[],{"categories":3896},[459],{"categories":3898},[459],{"categories":3900},[99],{"categories":3902},[108],{"categories":3904},[],{"categories":3906},[459],{"categories":3908},[134],{"categories":3910},[47],{"categories":3912},[134],{"categories":3914},[114],{"categories":3916},[117],{"categories":3918},[117],{"categories":3920},[117],{"categories":3922},[459],{"categories":3924},[],{"categories":3926},[],{"categories":3928},[],{"categories":3930},[134],{"categories":3932},[117],{"categories":3934},[134],{"categories":3936},[117],{"categories":3938},[459],{"categories":3940},[459],{"categories":3942},[134],{"categories":3944},[108],{"categories":3946},[],{"categories":3948},[134],{"categories":3950},[134],{"categories":3952},[134],{"categories":3954},[],{"categories":3956},[],{"categories":3958},[459],{"categories":3960},[459],{"categories":3962},[134,459],{"categories":3964},[108],{"categories":3966},[108],{"categories":3968},[108],{"categories":3970},[108],{"categories":3972},[108],{"categories":3974},[108],{"categories":3976},[],{"categories":3978},[117],{"categories":3980},[134],{"categories":3982},[117],{"categories":3984},[111],{"categories":3986},[134],{"categories":3988},[546],{"categories":3990},[546],{"categories":3992},[108],{"categories":3994},[117],{"categories":3996},[],{"categories":3998},[108],{"categories":4000},[134],{"categories":4002},[],{"categories":4004},[114],{"categories":4006},[],{"categories":4008},[134],{"categories":4010},[108],{"categories":4012},[47],{"categories":4014},[134],{"categories":4016},[],{"categories":4018},[],{"categories":4020},[114],{"categories":4022},[114],{"categories":4024},[149],{"categories":4026},[114],{"categories":4028},[108],{"categories":4030},[],{"categories":4032},[108],{"categories":4034},[47],{"categories":4036},[134],{"categories":4038},[134],{"categories":4040},[],{"categories":4042},[134],{"categories":4044},[149],{"categories":4046},[134],{"categories":4048},[],{"categories":4050},[194],{"categories":4052},[117],{"categories":4054},[117],{"categories":4056},[99],{"categories":4058},[99],{"categories":4060},[99],{"categories":4062},[108],{"categories":4064},[99],{"categories":4066},[108],{"categories":4068},[459],{"categories":4070},[546],{"categories":4072},[47],{"categories":4074},[47],{"categories":4076},[47],{"categories":4078},[459],{"categories":4080},[47,99],{"categories":4082},[194],{"categories":4084},[108],{"categories":4086},[],{"categories":4088},[134],{"categories":4090},[],{"categories":4092},[117],{"categories":4094},[194],{"categories":4096},[114],{"categories":4098},[117],{"categories":4100},[149],{"categories":4102},[],{"categories":4104},[108],{"categories":4106},[],{"categories":4108},[546],{"categories":4110},[],{"categories":4112},[114],{"categories":4114},[114],{"categories":4116},[194],{"categories":4118},[],{"categories":4120},[134],{"categories":4122},[194],{"categories":4124},[],{"categories":4126},[134],{"categories":4128},[134],{"categories":4130},[],{"categories":4132},[149],{"categories":4134},[134],{"categories":4136},[],{"categories":4138},[134],{"categories":4140},[],{"categories":4142},[],{"categories":4144},[108],{"categories":4146},[108],{"categories":4148},[],{"categories":4150},[117],{"categories":4152},[117],{"categories":4154},[117],{"categories":4156},[134,108],{"categories":4158},[108],{"categories":4160},[108],{"categories":4162},[108],{"categories":4164},[194],{"categories":4166},[194],{"categories":4168},[],{"categories":4170},[47],{"categories":4172},[134],{"categories":4174},[194],{"categories":4176},[194],{"categories":4178},[47],{"categories":4180},[99],{"categories":4182},[108],{"categories":4184},[117],{"categories":4186},[134],{"categories":4188},[134],{"categories":4190},[108],{"categories":4192},[117],{"categories":4194},[108],{"categories":4196},[134],{"categories":4198},[111],{"categories":4200},[],{"categories":4202},[134],{"categories":4204},[],{"categories":4206},[134],{"categories":4208},[134],{"categories":4210},[117],{"categories":4212},[],{"categories":4214},[194],{"categories":4216},[134],{"categories":4218},[108],{"categories":4220},[108],{"categories":4222},[117],{"categories":4224},[149],{"categories":4226},[149],{"categories":4228},[47],{"categories":4230},[134],{"categories":4232},[108],{"categories":4234},[],{"categories":4236},[108],{"categories":4238},[134],{"categories":4240},[47],{"categories":4242},[134],{"categories":4244},[134],{"categories":4246},[134],{"categories":4248},[108],{"categories":4250},[194],{"categories":4252},[134],{"categories":4254},[114],{"categories":4256},[134],{"categories":4258},[134],{"categories":4260},[134],{"categories":4262},[134],{"categories":4264},[],{"categories":4266},[134],{"categories":4268},[194],{"categories":4270},[114],{"categories":4272},[134],{"categories":4274},[114],{"categories":4276},[],{"categories":4278},[],{"categories":4280},[],{"categories":4282},[134],{"categories":4284},[],{"categories":4286},[],{"categories":4288},[],{"categories":4290},[],{"categories":4292},[108],{"categories":4294},[149],{"categories":4296},[108],{"categories":4298},[108],{"categories":4300},[117],{"categories":4302},[99],{"categories":4304},[134],{"categories":4306},[134],{"categories":4308},[134],{"categories":4310},[99],{"categories":4312},[149],{"categories":4314},[],{"categories":4316},[194],{"categories":4318},[111],{"categories":4320},[134],{"categories":4322},[114],{"categories":4324},[149],{"categories":4326},[149],{"categories":4328},[546],{"categories":4330},[108],{"categories":4332},[134],{"categories":4334},[134],{"categories":4336},[149],{"categories":4338},[134],{"categories":4340},[],{"categories":4342},[],{"categories":4344},[459],{"categories":4346},[114],{"categories":4348},[149],{"categories":4350},[134],{"categories":4352},[47],{"categories":4354},[149],{"categories":4356},[99],{"categories":4358},[108],{"categories":4360},[108],{"categories":4362},[47],{"categories":4364},[134],{"categories":4366},[],{"categories":4368},[],{"categories":4370},[],{"categories":4372},[134],{"categories":4374},[],{"categories":4376},[47],{"categories":4378},[],{"categories":4380},[134],{"categories":4382},[],{"categories":4384},[47],{"categories":4386},[108],{"categories":4388},[134],{"categories":4390},[459],{"categories":4392},[134],{"categories":4394},[149],{"categories":4396},[134],{"categories":4398},[149],{"categories":4400},[149],{"categories":4402},[],{"categories":4404},[],{"categories":4406},[149],{"categories":4408},[149],{"categories":4410},[149],{"categories":4412},[],{"categories":4414},[149],{"categories":4416},[108],{"categories":4418},[108],{"categories":4420},[],{"categories":4422},[134],{"categories":4424},[111],{"categories":4426},[194],{"categories":4428},[134],{"categories":4430},[],{"categories":4432},[149],{"categories":4434},[134],{"categories":4436},[546],{"categories":4438},[149],{"categories":4440},[149],{"categories":4442},[111],{"categories":4444},[117],{"categories":4446},[117],{"categories":4448},[],{"categories":4450},[117],{"categories":4452},[134],{"categories":4454},[],{"categories":4456},[],{"categories":4458},[108],{"categories":4460},[],{"categories":4462},[108],{"categories":4464},[108],{"categories":4466},[47],{"categories":4468},[134],{"categories":4470},[47],{"categories":4472},[149],{"categories":4474},[47],{"categories":4476},[117],{"categories":4478},[117],{"categories":4480},[117],{"categories":4482},[47],{"categories":4484},[134],{"categories":4486},[108],{"categories":4488},[459],{"categories":4490},[99],{"categories":4492},[459],{"categories":4494},[459],{"categories":4496},[117],{"categories":4498},[459],{"categories":4500},[459],[4502,4565,4645,4710],{"id":4503,"title":4504,"ai":4505,"body":4510,"categories":4538,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":4539,"navigation":78,"path":4552,"published_at":4553,"question":48,"scraped_at":4554,"seo":4555,"sitemap":4556,"source_id":4557,"source_name":85,"source_type":86,"source_url":4558,"stem":4559,"tags":4560,"thumbnail_url":48,"tldr":4562,"tweet":48,"unknown_tags":4563,"__hash__":4564},"summaries\u002Fsummaries\u002Fethos-uses-voice-ai-for-precise-expert-matching-summary.md","Ethos Uses Voice AI for Precise Expert Matching",{"provider":7,"model":8,"input_tokens":4506,"output_tokens":4507,"processing_time_ms":4508,"cost_usd":4509},6068,1729,28028,0.00157125,{"type":14,"value":4511,"toc":4533},[4512,4516,4519,4523,4526,4530],[17,4513,4515],{"id":4514},"voice-onboarding-unlocks-deeper-skill-matching","Voice Onboarding Unlocks Deeper Skill Matching",[22,4517,4518],{},"Traditional platforms like LinkedIn, GLG, Third Bridge, and AlphaSights rely on job titles and forms, yielding shallow matches. Ethos uses AI-driven voice interviews with curated questions to extract sub-specializations, public data from blogs\u002Fpapers\u002Fsocial, and natural language processing for complex queries. This handles requests like 'people who worked at funded startups by top VCs in finance automation' or pharma doctors with subject papers and drug development knowledge. Voice captures authentic expertise people can't articulate in writing, as a16z's Anish Acharya notes: 'Voice is the original form of human communication.' Result: better matches for hedge funds, PE firms, AI labs, and consultants paying 30%+ project fees.",[17,4520,4522],{"id":4521},"rapid-scaling-fueled-by-ai-labs-demand","Rapid Scaling Fueled by AI Labs Demand",[22,4524,4525],{},"Founded in 2024, Ethos grows via targeted invites, hitting 35,000 expert signups weekly without disclosing total count. AI labs' talent mapping spend acts as tailwind, targeting professions in law, health, finance, management for model training and feedback. On track for eight-figure annualized revenue with an eight-person team aiming to stay lean. Competes with Listen Labs and Outset on voice interviews but leverages proprietary expert network.",[17,4527,4529],{"id":4528},"founders-blend-business-and-ai-expertise","Founders Blend Business and AI Expertise",[22,4531,4532],{},"James Lo (ex-McKinsey, SoftBank on WeWork\u002FArm) focuses on economic opportunities; Daniel Mankowitz (DeepMind on YouTube compression, Gemini, AlphaDev) views economy as knowledge graph for entity matching. They shift from title-based to skill\u002Fcapability focus, anticipating human-agent economy convergence.",{"title":40,"searchDepth":41,"depth":41,"links":4534},[4535,4536,4537],{"id":4514,"depth":41,"text":4515},{"id":4521,"depth":41,"text":4522},{"id":4528,"depth":41,"text":4529},[47],{"content_references":4540,"triage":4550},[4541,4544,4547],{"type":54,"title":4542,"url":4543,"context":57},"Ethos","https:\u002F\u002Fagent.askethos.com\u002F",{"type":54,"title":4545,"url":4546,"context":57},"Listen Labs","https:\u002F\u002Flistenlabs.ai\u002F",{"type":54,"title":4548,"url":4549,"context":57},"Outset","https:\u002F\u002Foutset.ai\u002F",{"relevance":74,"novelty":75,"quality":74,"actionability":75,"composite":76,"reasoning":4551},"Category: AI Automation. The article discusses how Ethos uses voice AI for expert matching, which directly relates to AI automation in product development. It provides insights into a practical application of voice technology in improving expert networks, addressing the audience's interest in actionable AI tools.","\u002Fsummaries\u002Fethos-uses-voice-ai-for-precise-expert-matching-summary","2026-05-06 15:00:00","2026-05-06 16:14:06",{"title":4504,"description":40},{"loc":4552},"9efb3a4c2de69e63","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F06\u002Fethos-raises-22-75m-from-a16z-for-its-expert-network-with-voice-onboarding\u002F","summaries\u002Fethos-uses-voice-ai-for-precise-expert-matching-summary",[90,4561,91,92],"ai-tools","Ethos improves expert networks by using voice onboarding to capture skills beyond job titles, enabling queries like 'funded startup finance automation experts'; raised $22.75M Series A from a16z, with 35k weekly signups and eight-figure ARR track.",[92],"UpGQfrAU-wOwT4s5Z3L5VqRfVkQu9fHgYiX_T6IKO7c",{"id":4566,"title":4567,"ai":4568,"body":4573,"categories":4616,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":4617,"navigation":78,"path":4632,"published_at":4633,"question":48,"scraped_at":4633,"seo":4634,"sitemap":4635,"source_id":4636,"source_name":4637,"source_type":86,"source_url":4638,"stem":4639,"tags":4640,"thumbnail_url":48,"tldr":4642,"tweet":48,"unknown_tags":4643,"__hash__":4644},"summaries\u002Fsummaries\u002Fbuild-production-ai-agents-live-at-saastr-ai-2026-summary.md","Build Production AI Agents Live at SaaStr AI 2026",{"provider":7,"model":8,"input_tokens":4569,"output_tokens":4570,"processing_time_ms":4571,"cost_usd":4572},6163,1956,24515,0.00170375,{"type":14,"value":4574,"toc":4611},[4575,4579,4582,4585,4588,4592,4595,4598,4602,4605,4608],[17,4576,4578],{"id":4577},"real-world-ai-agents-with-proven-metrics","Real-World AI Agents with Proven Metrics",[22,4580,4581],{},"SaaStr runs production AI agents that replace entire functions. Their AI VP of Marketing (10K), built by Chief AI Officer Amelia Lerutte, spans 14,230 lines of code, plans daily activities, executes campaigns, analyzes 5+ years of data, runs standups, and integrates with Salesforce—all for $95\u002Fmonth. Lerutte demos building one live on stage (May 12, 4:15 PM), showing failed prompts, iterations, and real-time fixes.",[22,4583,4584],{},"QBee, their AI VP of Customer Success, manages 100+ sponsors with hyper-personalized weekly emails based on tier, status, and contracts—sending 100 in 10 minutes. It cut human hours 70% and turned a delinquent sponsor from 0\u002F13 to 11\u002F13 tasks completed in one day. A workshop (May 13, 5:00 PM) lets CS leaders build their version on Replit.",[22,4586,4587],{},"Deploy ’26 summit (May 12) shares operator metrics: Qualified 3x’d inbound meetings via AI SDR on leads; People.ai cut agent oversight from 30% to \u003C5% of IC time; HappyFox surfaced $1M expansion from support data.",[17,4589,4591],{"id":4590},"hands-on-agent-building-for-non-coders","Hands-On Agent Building for Non-Coders",[22,4593,4594],{},"Skip polished demos—10+ Vibe Coding classes use Replit to ship working agents. Beginners start with \"Vibe Coding 101\" (May 12, 3:00 PM): build your first AI app in 30 minutes, no experience needed. Founders get a faster MVP version (May 14, 1:00 PM). A Vibe Lab pairs you with Replit engineers to solve your problem on-site.",[22,4596,4597],{},"Outcome: Anyone leaves with a deployable agent, countering the rising cost of not learning AI tooling.",[17,4599,4601],{"id":4600},"elite-networking-compresses-quarters-of-learning","Elite Networking Compresses Quarters of Learning",[22,4603,4604],{},"Invite-only summits for scale: CRO + CEO (May 12, $40M+ ARR, avg $100M last year) debates real win rates, AI quota impact, rep adoption. CMO Summit (May 12) with Snowflake CMO Denise Persson (scaled from $3M to $3B ARR) covers AI marketing uncertainty via internal AI Council.",[22,4606,4607],{},"200+ speakers include AI-native CEOs; audience packs B2B\u002FAI buyers\u002Foperators. Hallway track—coffee, dinners, 40-acre campus—yields insights like one dinner >3 months research. Late tickets access matchmaking app.",[22,4609,4610],{},"This promo-heavy event prioritizes shipping over theory, but delivers concrete agent playbooks and density no other 2026 B2B\u002FAI gathering matches.",{"title":40,"searchDepth":41,"depth":41,"links":4612},[4613,4614,4615],{"id":4577,"depth":41,"text":4578},{"id":4590,"depth":41,"text":4591},{"id":4600,"depth":41,"text":4601},[99],{"content_references":4618,"triage":4629},[4619,4623,4625,4627],{"type":59,"title":4620,"url":4621,"context":4622},"SaaStr AI Annual 2026","http:\u002F\u002Fwww.saastrannual.com","recommended",{"type":54,"title":4624,"context":57},"Replit",{"type":54,"title":4626,"context":57},"Lovable",{"type":54,"title":4628,"context":57},"Vercel vO",{"relevance":74,"novelty":75,"quality":74,"actionability":74,"composite":4630,"reasoning":4631},3.8,"Category: AI Automation. The article discusses practical applications of AI agents in production settings, addressing the audience's need for actionable insights on building AI-powered products. It provides specific examples of AI agents and hands-on workshops, which can help developers and founders implement similar solutions.","\u002Fsummaries\u002Fbuild-production-ai-agents-live-at-saastr-ai-2026-summary","2026-05-08 11:28:15",{"title":4567,"description":40},{"loc":4632},"1222855ec5d9f7b5","SaaStr Blog (Jason Lemkin)","https:\u002F\u002Fwww.saastr.com\u002Fthe-top-10-best-reasons-to-come-last-minute-to-saastr-ai-annual-2026\u002F","summaries\u002Fbuild-production-ai-agents-live-at-saastr-ai-2026-summary",[91,4641,90,92],"agents","SaaStr AI Annual 2026 (May 12-14) features live builds of AI VPs for marketing\u002FCS costing $95\u002Fmo with 70% hour reductions, plus hands-on Replit workshops to ship your own agents in 30 mins—no code needed.",[92],"f0KRPRngmRYU0ROeccUbcseQNXwxXrXn4NB0TmeMcw0",{"id":4646,"title":4647,"ai":4648,"body":4653,"categories":4681,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":4682,"navigation":78,"path":4698,"published_at":4699,"question":48,"scraped_at":81,"seo":4700,"sitemap":4701,"source_id":4702,"source_name":85,"source_type":86,"source_url":4703,"stem":4704,"tags":4705,"thumbnail_url":48,"tldr":4707,"tweet":48,"unknown_tags":4708,"__hash__":4709},"summaries\u002Fsummaries\u002Fai-clears-healthcare-referral-backlogs-with-instan-summary.md","AI Clears Healthcare Referral Backlogs with Instant Scheduling",{"provider":7,"model":8,"input_tokens":4649,"output_tokens":4650,"processing_time_ms":4651,"cost_usd":4652},6464,2186,32040,0.00187895,{"type":14,"value":4654,"toc":4676},[4655,4659,4662,4666,4669,4673],[17,4656,4658],{"id":4657},"referral-intake-overload-delays-patient-care","Referral Intake Overload Delays Patient Care",[22,4660,4661],{},"Specialty practices receive hundreds or thousands of referrals, mostly via fax, overwhelming small admin teams. This creates massive backlogs: primary care referrals often go unanswered for weeks, with patients lost not due to lack of doctors but administrative bottlenecks. Founders' personal stories highlight the issue—one founder's wife faced delays despite his cardiology expertise; another's father got responses post-surgery or never. Result: wide 'care gaps' despite abundant specialists and treatments.",[17,4663,4665],{"id":4664},"basatas-end-to-end-ai-workflow-for-specialties","Basata's End-to-End AI Workflow for Specialties",[22,4667,4668],{},"Basata automates the full referral-to-scheduling pipeline, starting with OCR and AI to read faxes, extract clinical data, and trigger an AI voice agent that calls patients immediately to book appointments. Patients can also call anytime for refills or questions via AI. Integrates directly with specialty-specific EMR systems (cardiology first, then urology), avoiding broad-market pitfalls—founders rejected a deal in an unmapped specialty. Usage-based pricing charges per document or call, not seats. Goal: patients leave primary care with specialist slot confirmed before reaching their car. Admin staff oversee, focusing AI on repetitive tasks to boost capacity without displacement.",[17,4670,4672],{"id":4671},"rapid-traction-amid-crowded-market","Rapid Traction Amid Crowded Market",[22,4674,4675],{},"Processed 500k patient referrals total, 100k in the last month alone; 70% of new deals via word-of-mouth. Raised $24.5M ($21M Series A led by Basis Set Ventures, with Cowboy Ventures, Sofeon). Differentiates from Tennr ($160M raised, $605M valuation, document-focused) and Assort Health ($50M at $750M valuation, phone-only) by combining document intelligence and voice in tailored, specialty workflows. Experienced founders (Lyft ops, Medtronic devices, Cruise GM) build trust with practices wary of unproven teams.",{"title":40,"searchDepth":41,"depth":41,"links":4677},[4678,4679,4680],{"id":4657,"depth":41,"text":4658},{"id":4664,"depth":41,"text":4665},{"id":4671,"depth":41,"text":4672},[108],{"content_references":4683,"triage":4694},[4684,4687,4690,4693],{"type":54,"title":4685,"url":4686,"context":57},"Basata","https:\u002F\u002Fwww.basata.ai\u002F",{"type":54,"title":4688,"url":4689,"context":57},"Tennr","https:\u002F\u002Fwww.mobihealthnews.com\u002Fnews\u002Ftennr-raises-101m-automate-referrals-hits-605m-valuation",{"type":54,"title":4691,"url":4692,"context":57},"Assort Health","https:\u002F\u002Ftechcrunch.com\u002F2025\u002F08\u002F26\u002Fassort-health-nabs-50m-to-automate-patient-phone-calls-sources-say\u002F",{"type":59,"title":60,"url":61,"context":57},{"relevance":4695,"novelty":74,"quality":74,"actionability":74,"composite":4696,"reasoning":4697},5,4.35,"Category: AI Automation. The article discusses a practical application of AI in automating healthcare referral processes, addressing a significant pain point in the industry. It provides insights into how Basata's AI workflow improves efficiency and patient care, which is actionable for product builders in the healthcare SaaS space.","\u002Fsummaries\u002Fai-clears-healthcare-referral-backlogs-with-instan-summary","2026-05-08 04:42:29",{"title":4647,"description":40},{"loc":4698},"8a5119a1f1819b94","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F07\u002Fthe-back-office-problem-that-explains-why-specialists-never-call-you-back\u002F","summaries\u002Fai-clears-healthcare-referral-backlogs-with-instan-summary",[91,90,4706,92],"automation","Specialty practices process thousands of faxed referrals manually, causing delays; Basata's AI extracts data from faxes, uses voice agents to call and book patients instantly, handling 500k referrals to date.",[92],"DsxRHfcMmhsoEkJleb-qFU1O2AyLQEvCpS1MrYyRLYc",{"id":4711,"title":4712,"ai":4713,"body":4718,"categories":4746,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":4747,"navigation":78,"path":4757,"published_at":4758,"question":48,"scraped_at":4759,"seo":4760,"sitemap":4761,"source_id":4762,"source_name":4763,"source_type":86,"source_url":4764,"stem":4765,"tags":4766,"thumbnail_url":48,"tldr":4767,"tweet":48,"unknown_tags":4768,"__hash__":4769},"summaries\u002Fsummaries\u002Fsaastr-ai-2026-build-production-ai-agents-in-30-mi-summary.md","SaaStr AI 2026: Build Production AI Agents in 30 Mins",{"provider":7,"model":8,"input_tokens":4714,"output_tokens":4715,"processing_time_ms":4716,"cost_usd":4717},6007,1901,19999,0.0021294,{"type":14,"value":4719,"toc":4741},[4720,4724,4727,4731,4734,4738],[17,4721,4723],{"id":4722},"hands-on-ai-agent-builds-bypass-engineering-bottlenecks","Hands-On AI Agent Builds Bypass Engineering Bottlenecks",[22,4725,4726],{},"Non-technical leaders build functional AI agents in 30-45 minutes using Replit during 10+ vibe coding classes tailored by role: GTM leaders create sales\u002Fmarketing tools (Wed 2PM), PMMs build without dev wait (Thu 11:30AM), CS heads replicate QBee (Wed 5PM)—an AI VP managing 100+ sponsors via hyper-personalized emails based on tier\u002Fdeliverables, slashing human hours 70% and fixing a TikTok sponsor's on-time completion from 0\u002F13 to 11\u002F13 tasks in one day. Designers convert Figma to apps (Wed 11:30AM), founders ship MVPs (Thu 1PM), RevOps craft pipelines (Thu 9AM). Entry-level Vibe Coding 101 (Tue 3PM) requires no prior Replit\u002FLovable\u002FVercel experience; bring a laptop, leave with a working agent. A Vibe Lab offers 1:1 Replit engineer support for company-specific problems. Amelia Lerutte live-builds an AI VP of Marketing (Tue 4:15PM)—like SaaStr's 10K agent (14,230 lines, plans daily activities, executes campaigns, analyzes 5+ years data, runs standups, Salesforce-integrated, $95\u002Fmo)—debugging failures in real-time, outperforming polished YouTube demos.",[17,4728,4730],{"id":4729},"production-metrics-from-ai-operators-and-ceos","Production Metrics from AI Operators and CEOs",[22,4732,4733],{},"Deploy '26 (Tue full day) features shipped agents: Tom Occhino (Vercel CPO) on infra-scale realities; Jaspar Carmichael-Jack (Artisan) on autonomous B2B DBRs; Sarah McConnell (Qualified) 3x'ing inbound via AI SDRs; Scott Metcalf (People.ai) cuts oversight from 30% to \u003C5% of IC time; Shalin Jain (HappyFox) uncovers $1M expansions from support data. Keynotes deliver ARR proof: Anton Osika (Lovable) $0-$200M in \u003C1yr via no-code apps; Grant Lee (Gamma) $100M profitable sans sales team; Adam Alfano (Salesforce) 29K Agentforce deals\u002F$500M+ SMB AI ARR; Alex Mashrabov (Higgsfield) $0-$300M producing 4.5M videos\u002Fday without foundation models; Zachary Lipton (Abridge) $200M-$5.3B deploying to 150+ health systems. Amjad Masad (Replit) + Jason Lemkin dissect working agents vs. vaporware; Sherif Mansour (Atlassian) shares plumbing lessons for 3.5M users; Stephanie Cohen (Cloudflare) defends against AI scrapers (OpenAI 1,700:1 pages\u002Freferral).",[17,4735,4737],{"id":4736},"elite-b2bai-networking-compresses-learning","Elite B2B\u002FAI Networking Compresses Learning",[22,4739,4740],{},"12,500+ attendees (143% YoY): 68% VP+, 36% CEOs\u002Ffounders, 25% AI-first, 3,000+ 1:1 matches via app. Invite-only summits: CRO\u002FCEO (Tue, $40M+ ARR avg $100M revenue last year) probes real win rates\u002Fquota shifts\u002FAI adoption; CMO (Tue, 150+ heads) with Snowflake's Denise Persson (scaled $3M-$3B via AI Council). Hallway track—coffee\u002Flunch\u002F40-acre campus\u002Fparties—yields dinner insights equaling 3 months research, especially on agent rollouts. Skipping costs a quarter of slow learning as peers compress via 3 days.",{"title":40,"searchDepth":41,"depth":41,"links":4742},[4743,4744,4745],{"id":4722,"depth":41,"text":4723},{"id":4729,"depth":41,"text":4730},{"id":4736,"depth":41,"text":4737},[99],{"content_references":4748,"triage":4754},[4749,4751,4752,4753],{"type":59,"title":4620,"author":4750,"url":4621,"context":4622},"SaaStr",{"type":54,"title":4624,"context":57},{"type":54,"title":4626,"context":57},{"type":54,"title":4628,"context":57},{"relevance":4695,"novelty":74,"quality":74,"actionability":4695,"composite":4755,"reasoning":4756},4.55,"Category: AI Automation. The article provides a detailed overview of hands-on sessions for building AI agents, addressing the pain point of non-engineers needing to create functional AI tools quickly. It includes specific metrics and examples of successful deployments, making it highly actionable for the target audience.","\u002Fsummaries\u002Fsaastr-ai-2026-build-production-ai-agents-in-30-mi-summary","2026-05-05 22:38:23","2026-05-08 11:28:10",{"title":4712,"description":40},{"loc":4757},"3f178582fe5c46f8","SaaStr AI (Jason Lemkin Substack)","https:\u002F\u002Fcloud.substack.com\u002Fp\u002Fthe-top-10-best-reasons-to-come-last","summaries\u002Fsaastr-ai-2026-build-production-ai-agents-in-30-mi-summary",[4641,91,90,92],"Hands-on sessions let non-engineers build working AI VPs for marketing\u002FCS that cut ops 70% and run at $95\u002Fmo, plus metrics from $0-$500M ARR AI deployments.",[92],"7tJuSF-w1Hy6BKobPIZ_MN5k6E9NzNGSLt2qV-1p0-8"]