[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-eab8aa492f8a4b4a-ai-vibe-coding-s-800-vercel-bill-trap-summary":3,"summaries-facets-categories":106,"summary-related-eab8aa492f8a4b4a-ai-vibe-coding-s-800-vercel-bill-trap-summary":3691},{"id":4,"title":5,"ai":6,"body":13,"categories":55,"created_at":57,"date_modified":57,"description":49,"extension":58,"faq":57,"featured":59,"kicker_label":57,"meta":60,"navigation":87,"path":88,"published_at":89,"question":57,"scraped_at":90,"seo":91,"sitemap":92,"source_id":93,"source_name":94,"source_type":95,"source_url":96,"stem":97,"tags":98,"thumbnail_url":57,"tldr":103,"tweet":57,"unknown_tags":104,"__hash__":105},"summaries\u002Fsummaries\u002Feab8aa492f8a4b4a-ai-vibe-coding-s-800-vercel-bill-trap-summary.md","AI Vibe Coding's $800 Vercel Bill Trap",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",8090,1977,21283,0.002584,{"type":14,"value":15,"toc":48},"minimark",[16,21,25,28,32,35,38,42,45],[17,18,20],"h2",{"id":19},"optimize-deployments-to-slash-ai-coding-costs","Optimize Deployments to Slash AI Coding Costs",[22,23,24],"p",{},"AI-assisted 'vibe coding' accelerates shipping but incurs hidden expenses from unexamined defaults. Switch Vercel's default Turbo build machine (12¢ per build minute) to Elastic (0.3¢ per minute, 40x cheaper) for small projects. Disable concurrent builds—queue deploys sequentially or cancel duplicates to avoid charges for parallel runs during frequent AI-driven iterations (dozens daily). Use GitHub Actions for builds and Vercel only for deploys, cutting times from 3-4 minutes to seconds. These tweaks dropped weekly bills from hundreds to dollars, proving fast iteration doesn't require max-cost configs.",[22,26,27],{},"Review service plans early: AI agents default to Vercel, Resend, Fly.io, or Railway without considering your low-stakes use case, uptime, support, or fit. Resend hit 2M users in months partly from AI recommendations, amplifying 'GEO' (generative engine optimization) growth but introducing dependency risks for production systems.",[17,29,31],{"id":30},"ai-tools-shift-from-code-review-to-product-focus","AI Tools Shift from Code Review to Product Focus",[22,33,34],{},"Coding agents like Claude 3.5 Sonnet (5 months ago inflection point) enable shipping without manual code review—Anthropic's Claude team leader admits no hand-coding; OpenClaw founder ships unread. Tools enforce this: Cursor's latest version prioritizes chat interface and browser previews over code views; Claude Code and Cursor Composer show file diffs (lines added\u002Fdeleted) but hide code unless clicked; previews emphasize 'final product, not code.'",[22,36,37],{},"Reviewing all AI output is physically impossible as volume explodes—Anthropic shipped 13 features\u002Fproducts in April's first 2 weeks (nearly 1\u002Fday, outpacing OpenAI\u002FGoogle\u002FxAI). Natural language specs mismatch implemented functionality; unexpected features appear post-deploy. Abstractions (binary to Python) parallel this, but natural language's fuzziness risks shipping misunderstood logic.",[17,39,41],{"id":40},"fundamentals-persist-amid-ai-speed-gains","Fundamentals Persist Amid AI Speed Gains",[22,43,44],{},"Vibe coding funnels more code than ever (exponential post-Claude 3.5) but erodes understanding of code, services, and tradeoffs. Production demands evaluating platform risks: longevity, uptime, support—ignored in solo fun projects but critical for companies mimicking Anthropic's pace.",[22,46,47],{},"Future risk: AI excels at code but writes human-readable languages (Python\u002FRuby mimic natural language for our weak parsing). AI may invent optimized formats incomprehensible to humans, explained inaccurately in NL. Counter: Vibe coders without coding history should learn basics—configs, patterns, services—to audit AI choices. Anxiety persists: code 'mostly works' but gaps remain, demanding balance of speed and grasp for reliable ships.",{"title":49,"searchDepth":50,"depth":50,"links":51},"",2,[52,53,54],{"id":19,"depth":50,"text":20},{"id":30,"depth":50,"text":31},{"id":40,"depth":50,"text":41},[56],"Developer Productivity",null,"md",false,{"content_references":61,"triage":82},[62,67,72,75,78,80],{"type":63,"title":64,"url":65,"context":66},"tool","Recall 2.0","https:\u002F\u002Fwww.recall.it\u002F?t=mb","recommended",{"type":68,"title":69,"url":70,"context":71},"other","The 25 OpenClaw Use Cases eBook","https:\u002F\u002Fbit.ly\u002F4aBQwo1","mentioned",{"type":68,"title":73,"url":74,"context":71},"The Subtle Art of Not Being Replaced","http:\u002F\u002Fbit.ly\u002F3WLNzdV",{"type":68,"title":76,"url":77,"context":71},"Humanity's Last Prompt Engineering Guide","https:\u002F\u002Fbit.ly\u002F4kFhajz",{"type":63,"title":79,"context":71},"Vercel",{"type":63,"title":81,"context":71},"Resend",{"relevance":83,"novelty":84,"quality":84,"actionability":83,"composite":85,"reasoning":86},5,4,4.55,"Category: AI & LLMs. The article provides actionable insights on optimizing deployment costs for AI-powered projects, addressing a specific pain point for indie builders regarding unexpected expenses. It offers concrete strategies, such as switching Vercel's build settings and using GitHub Actions, which can be immediately implemented to reduce costs.",true,"\u002Fsummaries\u002Feab8aa492f8a4b4a-ai-vibe-coding-s-800-vercel-bill-trap-summary","2026-04-17 19:04:06","2026-04-21 15:19:01",{"title":5,"description":49},{"loc":88},"7ee316b007b0e9f0","Matthew Berman","article","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=XG3ksRWsUJ8","summaries\u002Feab8aa492f8a4b4a-ai-vibe-coding-s-800-vercel-bill-trap-summary",[99,100,101,102],"ai-tools","indie-hacking","dev-productivity","software-engineering","Rapid AI coding skips reviews, leading to surprise $800 Vercel bills from default high-cost settings; optimize builds (turbo to elastic saves 40x, sequential deploys) and learn fundamentals to avoid dependency risks.",[101,102],"qZxwRYg8r1dXw413JKMOGJH2JSm_PCpxtm2yRRXVmUA",[107,109,112,115,118,121,123,125,127,129,131,133,136,138,140,142,144,146,148,150,152,154,157,160,162,164,167,169,171,174,176,178,180,182,184,186,188,190,192,194,196,198,200,202,204,206,208,210,212,214,216,218,220,222,224,226,228,230,232,234,236,238,240,242,244,246,248,250,252,254,256,258,260,262,264,266,268,270,272,274,276,278,280,282,284,286,288,290,292,294,296,298,300,302,304,306,308,310,312,314,316,318,320,322,324,326,328,330,332,334,336,338,340,342,344,346,348,350,352,354,356,358,360,362,364,366,368,370,372,374,376,378,380,382,384,386,388,390,392,394,396,398,400,402,404,406,408,410,412,414,416,418,420,422,424,426,428,431,433,435,437,439,441,443,445,447,449,451,453,455,457,459,461,463,465,467,469,471,473,475,477,479,481,483,485,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689],{"categories":108},[56],{"categories":110},[111],"Business & SaaS",{"categories":113},[114],"AI & LLMs",{"categories":116},[117],"AI Automation",{"categories":119},[120],"Product Strategy",{"categories":122},[114],{"categories":124},[56],{"categories":126},[111],{"categories":128},[],{"categories":130},[114],{"categories":132},[],{"categories":134},[135],"AI News & Trends",{"categories":137},[117],{"categories":139},[135],{"categories":141},[117],{"categories":143},[117],{"categories":145},[114],{"categories":147},[114],{"categories":149},[135],{"categories":151},[114],{"categories":153},[],{"categories":155},[156],"Design & Frontend",{"categories":158},[159],"Data Science & Visualization",{"categories":161},[135],{"categories":163},[],{"categories":165},[166],"Software Engineering",{"categories":168},[114],{"categories":170},[117],{"categories":172},[173],"Marketing & Growth",{"categories":175},[114],{"categories":177},[117],{"categories":179},[],{"categories":181},[],{"categories":183},[156],{"categories":185},[117],{"categories":187},[56],{"categories":189},[156],{"categories":191},[114],{"categories":193},[117],{"categories":195},[135],{"categories":197},[],{"categories":199},[],{"categories":201},[117],{"categories":203},[166],{"categories":205},[],{"categories":207},[111],{"categories":209},[],{"categories":211},[],{"categories":213},[117],{"categories":215},[117],{"categories":217},[114],{"categories":219},[],{"categories":221},[166],{"categories":223},[],{"categories":225},[],{"categories":227},[],{"categories":229},[114],{"categories":231},[173],{"categories":233},[156],{"categories":235},[156],{"categories":237},[114],{"categories":239},[117],{"categories":241},[114],{"categories":243},[114],{"categories":245},[117],{"categories":247},[117],{"categories":249},[159],{"categories":251},[135],{"categories":253},[117],{"categories":255},[173],{"categories":257},[117],{"categories":259},[120],{"categories":261},[],{"categories":263},[117],{"categories":265},[],{"categories":267},[117],{"categories":269},[166],{"categories":271},[156],{"categories":273},[114],{"categories":275},[],{"categories":277},[],{"categories":279},[117],{"categories":281},[],{"categories":283},[114],{"categories":285},[],{"categories":287},[56],{"categories":289},[166],{"categories":291},[111],{"categories":293},[135],{"categories":295},[114],{"categories":297},[],{"categories":299},[114],{"categories":301},[],{"categories":303},[166],{"categories":305},[159],{"categories":307},[],{"categories":309},[114],{"categories":311},[156],{"categories":313},[],{"categories":315},[156],{"categories":317},[117],{"categories":319},[],{"categories":321},[117],{"categories":323},[135],{"categories":325},[111],{"categories":327},[114],{"categories":329},[],{"categories":331},[117],{"categories":333},[114],{"categories":335},[120],{"categories":337},[],{"categories":339},[114],{"categories":341},[117],{"categories":343},[117],{"categories":345},[],{"categories":347},[159],{"categories":349},[114],{"categories":351},[],{"categories":353},[56],{"categories":355},[111],{"categories":357},[114],{"categories":359},[117],{"categories":361},[166],{"categories":363},[114],{"categories":365},[],{"categories":367},[],{"categories":369},[114],{"categories":371},[],{"categories":373},[156],{"categories":375},[],{"categories":377},[114],{"categories":379},[],{"categories":381},[117],{"categories":383},[114],{"categories":385},[156],{"categories":387},[],{"categories":389},[114],{"categories":391},[114],{"categories":393},[111],{"categories":395},[117],{"categories":397},[114],{"categories":399},[156],{"categories":401},[117],{"categories":403},[],{"categories":405},[],{"categories":407},[135],{"categories":409},[],{"categories":411},[114],{"categories":413},[111,173],{"categories":415},[],{"categories":417},[114],{"categories":419},[],{"categories":421},[],{"categories":423},[114],{"categories":425},[],{"categories":427},[114],{"categories":429},[430],"DevOps & Cloud",{"categories":432},[],{"categories":434},[135],{"categories":436},[156],{"categories":438},[],{"categories":440},[135],{"categories":442},[135],{"categories":444},[114],{"categories":446},[173],{"categories":448},[],{"categories":450},[111],{"categories":452},[],{"categories":454},[114,430],{"categories":456},[114],{"categories":458},[114],{"categories":460},[117],{"categories":462},[114,166],{"categories":464},[159],{"categories":466},[114],{"categories":468},[173],{"categories":470},[117],{"categories":472},[117],{"categories":474},[],{"categories":476},[117],{"categories":478},[114,111],{"categories":480},[],{"categories":482},[156],{"categories":484},[156],{"categories":486},[],{"categories":488},[],{"categories":490},[135],{"categories":492},[],{"categories":494},[56],{"categories":496},[166],{"categories":498},[114],{"categories":500},[156],{"categories":502},[117],{"categories":504},[166],{"categories":506},[135],{"categories":508},[156],{"categories":510},[],{"categories":512},[114],{"categories":514},[114],{"categories":516},[114],{"categories":518},[135],{"categories":520},[56],{"categories":522},[114],{"categories":524},[117],{"categories":526},[430],{"categories":528},[156],{"categories":530},[117],{"categories":532},[],{"categories":534},[],{"categories":536},[156],{"categories":538},[135],{"categories":540},[159],{"categories":542},[],{"categories":544},[114],{"categories":546},[114],{"categories":548},[111],{"categories":550},[114],{"categories":552},[114],{"categories":554},[135],{"categories":556},[],{"categories":558},[117],{"categories":560},[166],{"categories":562},[],{"categories":564},[114],{"categories":566},[114],{"categories":568},[117],{"categories":570},[],{"categories":572},[],{"categories":574},[114],{"categories":576},[],{"categories":578},[111],{"categories":580},[117],{"categories":582},[],{"categories":584},[56],{"categories":586},[114],{"categories":588},[111],{"categories":590},[135],{"categories":592},[],{"categories":594},[],{"categories":596},[],{"categories":598},[135],{"categories":600},[135],{"categories":602},[],{"categories":604},[],{"categories":606},[111],{"categories":608},[],{"categories":610},[],{"categories":612},[56],{"categories":614},[],{"categories":616},[173],{"categories":618},[117],{"categories":620},[111],{"categories":622},[117],{"categories":624},[166],{"categories":626},[],{"categories":628},[120],{"categories":630},[156],{"categories":632},[166],{"categories":634},[114],{"categories":636},[117],{"categories":638},[111],{"categories":640},[114],{"categories":642},[],{"categories":644},[],{"categories":646},[166],{"categories":648},[159],{"categories":650},[120],{"categories":652},[117],{"categories":654},[114],{"categories":656},[],{"categories":658},[430],{"categories":660},[],{"categories":662},[117],{"categories":664},[],{"categories":666},[],{"categories":668},[114],{"categories":670},[156],{"categories":672},[173],{"categories":674},[117],{"categories":676},[],{"categories":678},[56],{"categories":680},[],{"categories":682},[135],{"categories":684},[114,430],{"categories":686},[135],{"categories":688},[114],{"categories":690},[111],{"categories":692},[114],{"categories":694},[],{"categories":696},[111],{"categories":698},[],{"categories":700},[166],{"categories":702},[156],{"categories":704},[135],{"categories":706},[159],{"categories":708},[56],{"categories":710},[114],{"categories":712},[166],{"categories":714},[],{"categories":716},[],{"categories":718},[120],{"categories":720},[],{"categories":722},[114],{"categories":724},[],{"categories":726},[156],{"categories":728},[156],{"categories":730},[156],{"categories":732},[],{"categories":734},[],{"categories":736},[135],{"categories":738},[117],{"categories":740},[114],{"categories":742},[114],{"categories":744},[114],{"categories":746},[111],{"categories":748},[114],{"categories":750},[],{"categories":752},[166],{"categories":754},[166],{"categories":756},[111],{"categories":758},[],{"categories":760},[114],{"categories":762},[114],{"categories":764},[111],{"categories":766},[135],{"categories":768},[173],{"categories":770},[117],{"categories":772},[],{"categories":774},[156],{"categories":776},[],{"categories":778},[114],{"categories":780},[],{"categories":782},[111],{"categories":784},[117],{"categories":786},[],{"categories":788},[430],{"categories":790},[159],{"categories":792},[166],{"categories":794},[173],{"categories":796},[166],{"categories":798},[117],{"categories":800},[],{"categories":802},[],{"categories":804},[117],{"categories":806},[56],{"categories":808},[117],{"categories":810},[120],{"categories":812},[111],{"categories":814},[],{"categories":816},[114],{"categories":818},[120],{"categories":820},[114],{"categories":822},[114],{"categories":824},[173],{"categories":826},[156],{"categories":828},[117],{"categories":830},[],{"categories":832},[],{"categories":834},[430],{"categories":836},[166],{"categories":838},[],{"categories":840},[117],{"categories":842},[114],{"categories":844},[156,114],{"categories":846},[56],{"categories":848},[],{"categories":850},[114],{"categories":852},[56],{"categories":854},[156],{"categories":856},[117],{"categories":858},[166],{"categories":860},[],{"categories":862},[114],{"categories":864},[],{"categories":866},[56],{"categories":868},[],{"categories":870},[117],{"categories":872},[120],{"categories":874},[114],{"categories":876},[114],{"categories":878},[156],{"categories":880},[117],{"categories":882},[430],{"categories":884},[156],{"categories":886},[117],{"categories":888},[114],{"categories":890},[114],{"categories":892},[114],{"categories":894},[135],{"categories":896},[],{"categories":898},[120],{"categories":900},[117],{"categories":902},[156],{"categories":904},[117],{"categories":906},[166],{"categories":908},[156],{"categories":910},[117],{"categories":912},[135],{"categories":914},[],{"categories":916},[114],{"categories":918},[156],{"categories":920},[114],{"categories":922},[56],{"categories":924},[135],{"categories":926},[114],{"categories":928},[173],{"categories":930},[114],{"categories":932},[114],{"categories":934},[117],{"categories":936},[117],{"categories":938},[114],{"categories":940},[117],{"categories":942},[156],{"categories":944},[114],{"categories":946},[],{"categories":948},[],{"categories":950},[166],{"categories":952},[],{"categories":954},[56],{"categories":956},[430],{"categories":958},[],{"categories":960},[56],{"categories":962},[111],{"categories":964},[173],{"categories":966},[],{"categories":968},[111],{"categories":970},[],{"categories":972},[],{"categories":974},[],{"categories":976},[],{"categories":978},[],{"categories":980},[114],{"categories":982},[117],{"categories":984},[430],{"categories":986},[56],{"categories":988},[114],{"categories":990},[166],{"categories":992},[120],{"categories":994},[114],{"categories":996},[173],{"categories":998},[114],{"categories":1000},[114],{"categories":1002},[114],{"categories":1004},[114,56],{"categories":1006},[166],{"categories":1008},[166],{"categories":1010},[156],{"categories":1012},[114],{"categories":1014},[],{"categories":1016},[],{"categories":1018},[],{"categories":1020},[166],{"categories":1022},[159],{"categories":1024},[135],{"categories":1026},[156],{"categories":1028},[],{"categories":1030},[114],{"categories":1032},[114],{"categories":1034},[],{"categories":1036},[],{"categories":1038},[117],{"categories":1040},[114],{"categories":1042},[111],{"categories":1044},[],{"categories":1046},[56],{"categories":1048},[114],{"categories":1050},[56],{"categories":1052},[114],{"categories":1054},[166],{"categories":1056},[173],{"categories":1058},[114,156],{"categories":1060},[135],{"categories":1062},[156],{"categories":1064},[],{"categories":1066},[430],{"categories":1068},[156],{"categories":1070},[117],{"categories":1072},[],{"categories":1074},[],{"categories":1076},[],{"categories":1078},[],{"categories":1080},[166],{"categories":1082},[117],{"categories":1084},[117],{"categories":1086},[430],{"categories":1088},[114],{"categories":1090},[114],{"categories":1092},[114],{"categories":1094},[],{"categories":1096},[156],{"categories":1098},[],{"categories":1100},[],{"categories":1102},[117],{"categories":1104},[],{"categories":1106},[],{"categories":1108},[173],{"categories":1110},[173],{"categories":1112},[117],{"categories":1114},[],{"categories":1116},[114],{"categories":1118},[114],{"categories":1120},[166],{"categories":1122},[156],{"categories":1124},[156],{"categories":1126},[117],{"categories":1128},[56],{"categories":1130},[114],{"categories":1132},[156],{"categories":1134},[156],{"categories":1136},[117],{"categories":1138},[117],{"categories":1140},[114],{"categories":1142},[],{"categories":1144},[],{"categories":1146},[114],{"categories":1148},[117],{"categories":1150},[135],{"categories":1152},[166],{"categories":1154},[56],{"categories":1156},[114],{"categories":1158},[],{"categories":1160},[117],{"categories":1162},[117],{"categories":1164},[],{"categories":1166},[56],{"categories":1168},[114],{"categories":1170},[56],{"categories":1172},[56],{"categories":1174},[],{"categories":1176},[],{"categories":1178},[117],{"categories":1180},[117],{"categories":1182},[114],{"categories":1184},[114],{"categories":1186},[135],{"categories":1188},[159],{"categories":1190},[120],{"categories":1192},[135],{"categories":1194},[156],{"categories":1196},[],{"categories":1198},[135],{"categories":1200},[],{"categories":1202},[],{"categories":1204},[],{"categories":1206},[],{"categories":1208},[166],{"categories":1210},[159],{"categories":1212},[],{"categories":1214},[114],{"categories":1216},[114],{"categories":1218},[159],{"categories":1220},[166],{"categories":1222},[],{"categories":1224},[],{"categories":1226},[117],{"categories":1228},[135],{"categories":1230},[135],{"categories":1232},[117],{"categories":1234},[56],{"categories":1236},[114,430],{"categories":1238},[],{"categories":1240},[156],{"categories":1242},[56],{"categories":1244},[117],{"categories":1246},[156],{"categories":1248},[],{"categories":1250},[117],{"categories":1252},[117],{"categories":1254},[114],{"categories":1256},[173],{"categories":1258},[166],{"categories":1260},[156],{"categories":1262},[],{"categories":1264},[117],{"categories":1266},[114],{"categories":1268},[117],{"categories":1270},[117],{"categories":1272},[117],{"categories":1274},[173],{"categories":1276},[117],{"categories":1278},[114],{"categories":1280},[],{"categories":1282},[173],{"categories":1284},[135],{"categories":1286},[117],{"categories":1288},[],{"categories":1290},[],{"categories":1292},[114],{"categories":1294},[117],{"categories":1296},[135],{"categories":1298},[117],{"categories":1300},[],{"categories":1302},[],{"categories":1304},[],{"categories":1306},[117],{"categories":1308},[],{"categories":1310},[],{"categories":1312},[159],{"categories":1314},[114],{"categories":1316},[159],{"categories":1318},[135],{"categories":1320},[114],{"categories":1322},[114],{"categories":1324},[117],{"categories":1326},[114],{"categories":1328},[],{"categories":1330},[],{"categories":1332},[430],{"categories":1334},[],{"categories":1336},[],{"categories":1338},[56],{"categories":1340},[],{"categories":1342},[],{"categories":1344},[],{"categories":1346},[],{"categories":1348},[166],{"categories":1350},[135],{"categories":1352},[173],{"categories":1354},[111],{"categories":1356},[114],{"categories":1358},[114],{"categories":1360},[111],{"categories":1362},[],{"categories":1364},[156],{"categories":1366},[117],{"categories":1368},[111],{"categories":1370},[114],{"categories":1372},[114],{"categories":1374},[56],{"categories":1376},[],{"categories":1378},[56],{"categories":1380},[114],{"categories":1382},[173],{"categories":1384},[117],{"categories":1386},[135],{"categories":1388},[111],{"categories":1390},[114],{"categories":1392},[117],{"categories":1394},[],{"categories":1396},[114],{"categories":1398},[56],{"categories":1400},[114],{"categories":1402},[],{"categories":1404},[135],{"categories":1406},[114],{"categories":1408},[],{"categories":1410},[111],{"categories":1412},[114],{"categories":1414},[],{"categories":1416},[],{"categories":1418},[],{"categories":1420},[114],{"categories":1422},[],{"categories":1424},[430],{"categories":1426},[114],{"categories":1428},[],{"categories":1430},[114],{"categories":1432},[114],{"categories":1434},[114],{"categories":1436},[114,430],{"categories":1438},[114],{"categories":1440},[114],{"categories":1442},[156],{"categories":1444},[117],{"categories":1446},[],{"categories":1448},[117],{"categories":1450},[114],{"categories":1452},[114],{"categories":1454},[114],{"categories":1456},[56],{"categories":1458},[56],{"categories":1460},[166],{"categories":1462},[156],{"categories":1464},[117],{"categories":1466},[],{"categories":1468},[114],{"categories":1470},[135],{"categories":1472},[114],{"categories":1474},[111],{"categories":1476},[],{"categories":1478},[430],{"categories":1480},[156],{"categories":1482},[156],{"categories":1484},[117],{"categories":1486},[135],{"categories":1488},[117],{"categories":1490},[114],{"categories":1492},[],{"categories":1494},[114],{"categories":1496},[],{"categories":1498},[],{"categories":1500},[114],{"categories":1502},[114],{"categories":1504},[114],{"categories":1506},[117],{"categories":1508},[114],{"categories":1510},[],{"categories":1512},[159],{"categories":1514},[117],{"categories":1516},[],{"categories":1518},[],{"categories":1520},[114],{"categories":1522},[135],{"categories":1524},[],{"categories":1526},[156],{"categories":1528},[430],{"categories":1530},[135],{"categories":1532},[166],{"categories":1534},[166],{"categories":1536},[135],{"categories":1538},[135],{"categories":1540},[430],{"categories":1542},[],{"categories":1544},[135],{"categories":1546},[114],{"categories":1548},[56],{"categories":1550},[135],{"categories":1552},[],{"categories":1554},[159],{"categories":1556},[135],{"categories":1558},[166],{"categories":1560},[135],{"categories":1562},[430],{"categories":1564},[114],{"categories":1566},[114],{"categories":1568},[],{"categories":1570},[111],{"categories":1572},[],{"categories":1574},[],{"categories":1576},[114],{"categories":1578},[114],{"categories":1580},[114],{"categories":1582},[114],{"categories":1584},[],{"categories":1586},[159],{"categories":1588},[56],{"categories":1590},[],{"categories":1592},[114],{"categories":1594},[114],{"categories":1596},[430],{"categories":1598},[430],{"categories":1600},[],{"categories":1602},[117],{"categories":1604},[135],{"categories":1606},[135],{"categories":1608},[114],{"categories":1610},[117],{"categories":1612},[],{"categories":1614},[156],{"categories":1616},[114],{"categories":1618},[114],{"categories":1620},[],{"categories":1622},[],{"categories":1624},[430],{"categories":1626},[114],{"categories":1628},[166],{"categories":1630},[111],{"categories":1632},[114],{"categories":1634},[],{"categories":1636},[117],{"categories":1638},[56],{"categories":1640},[56],{"categories":1642},[],{"categories":1644},[114],{"categories":1646},[156],{"categories":1648},[117],{"categories":1650},[],{"categories":1652},[114],{"categories":1654},[114],{"categories":1656},[117],{"categories":1658},[],{"categories":1660},[117],{"categories":1662},[166],{"categories":1664},[],{"categories":1666},[114],{"categories":1668},[],{"categories":1670},[114],{"categories":1672},[],{"categories":1674},[114],{"categories":1676},[114],{"categories":1678},[],{"categories":1680},[114],{"categories":1682},[135],{"categories":1684},[114],{"categories":1686},[114],{"categories":1688},[56],{"categories":1690},[114],{"categories":1692},[135],{"categories":1694},[117],{"categories":1696},[],{"categories":1698},[114],{"categories":1700},[173],{"categories":1702},[],{"categories":1704},[],{"categories":1706},[],{"categories":1708},[56],{"categories":1710},[135],{"categories":1712},[117],{"categories":1714},[114],{"categories":1716},[156],{"categories":1718},[117],{"categories":1720},[],{"categories":1722},[117],{"categories":1724},[],{"categories":1726},[114],{"categories":1728},[117],{"categories":1730},[114],{"categories":1732},[],{"categories":1734},[114],{"categories":1736},[114],{"categories":1738},[135],{"categories":1740},[156],{"categories":1742},[117],{"categories":1744},[156],{"categories":1746},[111],{"categories":1748},[],{"categories":1750},[],{"categories":1752},[114],{"categories":1754},[56],{"categories":1756},[135],{"categories":1758},[],{"categories":1760},[],{"categories":1762},[166],{"categories":1764},[156],{"categories":1766},[],{"categories":1768},[114],{"categories":1770},[],{"categories":1772},[173],{"categories":1774},[114],{"categories":1776},[430],{"categories":1778},[166],{"categories":1780},[],{"categories":1782},[117],{"categories":1784},[114],{"categories":1786},[117],{"categories":1788},[117],{"categories":1790},[114],{"categories":1792},[],{"categories":1794},[56],{"categories":1796},[114],{"categories":1798},[111],{"categories":1800},[166],{"categories":1802},[156],{"categories":1804},[],{"categories":1806},[],{"categories":1808},[],{"categories":1810},[117],{"categories":1812},[156],{"categories":1814},[135],{"categories":1816},[114],{"categories":1818},[135],{"categories":1820},[156],{"categories":1822},[],{"categories":1824},[156],{"categories":1826},[135],{"categories":1828},[111],{"categories":1830},[114],{"categories":1832},[135],{"categories":1834},[173],{"categories":1836},[],{"categories":1838},[],{"categories":1840},[159],{"categories":1842},[114,166],{"categories":1844},[135],{"categories":1846},[114],{"categories":1848},[117],{"categories":1850},[117],{"categories":1852},[114],{"categories":1854},[],{"categories":1856},[166],{"categories":1858},[114],{"categories":1860},[159],{"categories":1862},[117],{"categories":1864},[173],{"categories":1866},[430],{"categories":1868},[],{"categories":1870},[56],{"categories":1872},[117],{"categories":1874},[117],{"categories":1876},[166],{"categories":1878},[114],{"categories":1880},[114],{"categories":1882},[],{"categories":1884},[],{"categories":1886},[],{"categories":1888},[430],{"categories":1890},[135],{"categories":1892},[114],{"categories":1894},[114],{"categories":1896},[114],{"categories":1898},[],{"categories":1900},[159],{"categories":1902},[111],{"categories":1904},[],{"categories":1906},[117],{"categories":1908},[430],{"categories":1910},[],{"categories":1912},[156],{"categories":1914},[156],{"categories":1916},[],{"categories":1918},[166],{"categories":1920},[156],{"categories":1922},[114],{"categories":1924},[],{"categories":1926},[135],{"categories":1928},[114],{"categories":1930},[156],{"categories":1932},[117],{"categories":1934},[135],{"categories":1936},[],{"categories":1938},[117],{"categories":1940},[156],{"categories":1942},[114],{"categories":1944},[],{"categories":1946},[114],{"categories":1948},[114],{"categories":1950},[430],{"categories":1952},[135],{"categories":1954},[159],{"categories":1956},[159],{"categories":1958},[],{"categories":1960},[],{"categories":1962},[],{"categories":1964},[117],{"categories":1966},[166],{"categories":1968},[166],{"categories":1970},[],{"categories":1972},[],{"categories":1974},[114],{"categories":1976},[],{"categories":1978},[117],{"categories":1980},[114],{"categories":1982},[],{"categories":1984},[114],{"categories":1986},[111],{"categories":1988},[114],{"categories":1990},[173],{"categories":1992},[117],{"categories":1994},[114],{"categories":1996},[166],{"categories":1998},[135],{"categories":2000},[117],{"categories":2002},[],{"categories":2004},[135],{"categories":2006},[117],{"categories":2008},[117],{"categories":2010},[],{"categories":2012},[111],{"categories":2014},[117],{"categories":2016},[],{"categories":2018},[114],{"categories":2020},[56],{"categories":2022},[135],{"categories":2024},[430],{"categories":2026},[117],{"categories":2028},[117],{"categories":2030},[56],{"categories":2032},[114],{"categories":2034},[],{"categories":2036},[],{"categories":2038},[156],{"categories":2040},[114,111],{"categories":2042},[],{"categories":2044},[56],{"categories":2046},[159],{"categories":2048},[114],{"categories":2050},[166],{"categories":2052},[114],{"categories":2054},[117],{"categories":2056},[114],{"categories":2058},[114],{"categories":2060},[135],{"categories":2062},[117],{"categories":2064},[],{"categories":2066},[],{"categories":2068},[117],{"categories":2070},[114],{"categories":2072},[430],{"categories":2074},[],{"categories":2076},[114],{"categories":2078},[117],{"categories":2080},[],{"categories":2082},[114],{"categories":2084},[173],{"categories":2086},[159],{"categories":2088},[117],{"categories":2090},[114],{"categories":2092},[430],{"categories":2094},[],{"categories":2096},[114],{"categories":2098},[173],{"categories":2100},[156],{"categories":2102},[114],{"categories":2104},[],{"categories":2106},[173],{"categories":2108},[135],{"categories":2110},[114],{"categories":2112},[114],{"categories":2114},[56],{"categories":2116},[],{"categories":2118},[],{"categories":2120},[156],{"categories":2122},[114],{"categories":2124},[159],{"categories":2126},[173],{"categories":2128},[173],{"categories":2130},[135],{"categories":2132},[],{"categories":2134},[],{"categories":2136},[114],{"categories":2138},[],{"categories":2140},[114,166],{"categories":2142},[135],{"categories":2144},[117],{"categories":2146},[166],{"categories":2148},[114],{"categories":2150},[56],{"categories":2152},[],{"categories":2154},[],{"categories":2156},[56],{"categories":2158},[173],{"categories":2160},[114],{"categories":2162},[],{"categories":2164},[156,114],{"categories":2166},[430],{"categories":2168},[56],{"categories":2170},[],{"categories":2172},[111],{"categories":2174},[111],{"categories":2176},[114],{"categories":2178},[166],{"categories":2180},[117],{"categories":2182},[135],{"categories":2184},[173],{"categories":2186},[156],{"categories":2188},[114],{"categories":2190},[114],{"categories":2192},[114],{"categories":2194},[56],{"categories":2196},[114],{"categories":2198},[117],{"categories":2200},[135],{"categories":2202},[],{"categories":2204},[],{"categories":2206},[159],{"categories":2208},[166],{"categories":2210},[114],{"categories":2212},[156],{"categories":2214},[159],{"categories":2216},[114],{"categories":2218},[114],{"categories":2220},[117],{"categories":2222},[117],{"categories":2224},[114,111],{"categories":2226},[],{"categories":2228},[156],{"categories":2230},[],{"categories":2232},[114],{"categories":2234},[135],{"categories":2236},[56],{"categories":2238},[56],{"categories":2240},[117],{"categories":2242},[114],{"categories":2244},[111],{"categories":2246},[166],{"categories":2248},[173],{"categories":2250},[],{"categories":2252},[135],{"categories":2254},[114],{"categories":2256},[114],{"categories":2258},[135],{"categories":2260},[166],{"categories":2262},[114],{"categories":2264},[117],{"categories":2266},[135],{"categories":2268},[114],{"categories":2270},[156],{"categories":2272},[114],{"categories":2274},[114],{"categories":2276},[430],{"categories":2278},[120],{"categories":2280},[117],{"categories":2282},[114],{"categories":2284},[135],{"categories":2286},[117],{"categories":2288},[173],{"categories":2290},[114],{"categories":2292},[],{"categories":2294},[114],{"categories":2296},[],{"categories":2298},[],{"categories":2300},[],{"categories":2302},[111],{"categories":2304},[114],{"categories":2306},[117],{"categories":2308},[135],{"categories":2310},[135],{"categories":2312},[135],{"categories":2314},[135],{"categories":2316},[],{"categories":2318},[56],{"categories":2320},[117],{"categories":2322},[135],{"categories":2324},[56],{"categories":2326},[117],{"categories":2328},[114],{"categories":2330},[114,117],{"categories":2332},[117],{"categories":2334},[430],{"categories":2336},[135],{"categories":2338},[135],{"categories":2340},[117],{"categories":2342},[114],{"categories":2344},[],{"categories":2346},[135],{"categories":2348},[173],{"categories":2350},[56],{"categories":2352},[114],{"categories":2354},[114],{"categories":2356},[],{"categories":2358},[166],{"categories":2360},[],{"categories":2362},[56],{"categories":2364},[117],{"categories":2366},[135],{"categories":2368},[114],{"categories":2370},[135],{"categories":2372},[56],{"categories":2374},[135],{"categories":2376},[135],{"categories":2378},[],{"categories":2380},[111],{"categories":2382},[117],{"categories":2384},[135],{"categories":2386},[135],{"categories":2388},[135],{"categories":2390},[135],{"categories":2392},[135],{"categories":2394},[135],{"categories":2396},[135],{"categories":2398},[135],{"categories":2400},[135],{"categories":2402},[135],{"categories":2404},[159],{"categories":2406},[56],{"categories":2408},[114],{"categories":2410},[114],{"categories":2412},[],{"categories":2414},[114,56],{"categories":2416},[],{"categories":2418},[117],{"categories":2420},[135],{"categories":2422},[117],{"categories":2424},[114],{"categories":2426},[114],{"categories":2428},[114],{"categories":2430},[114],{"categories":2432},[114],{"categories":2434},[117],{"categories":2436},[111],{"categories":2438},[156],{"categories":2440},[135],{"categories":2442},[114],{"categories":2444},[],{"categories":2446},[],{"categories":2448},[117],{"categories":2450},[156],{"categories":2452},[114],{"categories":2454},[],{"categories":2456},[],{"categories":2458},[173],{"categories":2460},[114],{"categories":2462},[],{"categories":2464},[],{"categories":2466},[56],{"categories":2468},[111],{"categories":2470},[114],{"categories":2472},[111],{"categories":2474},[156],{"categories":2476},[],{"categories":2478},[135],{"categories":2480},[],{"categories":2482},[156],{"categories":2484},[114],{"categories":2486},[173],{"categories":2488},[],{"categories":2490},[173],{"categories":2492},[],{"categories":2494},[],{"categories":2496},[117],{"categories":2498},[],{"categories":2500},[111],{"categories":2502},[56],{"categories":2504},[156],{"categories":2506},[166],{"categories":2508},[],{"categories":2510},[],{"categories":2512},[114],{"categories":2514},[56],{"categories":2516},[173],{"categories":2518},[],{"categories":2520},[117],{"categories":2522},[117],{"categories":2524},[135],{"categories":2526},[114],{"categories":2528},[117],{"categories":2530},[114],{"categories":2532},[117],{"categories":2534},[114],{"categories":2536},[120],{"categories":2538},[135],{"categories":2540},[],{"categories":2542},[173],{"categories":2544},[166],{"categories":2546},[117],{"categories":2548},[],{"categories":2550},[114],{"categories":2552},[117],{"categories":2554},[111],{"categories":2556},[56],{"categories":2558},[114],{"categories":2560},[156],{"categories":2562},[166],{"categories":2564},[166],{"categories":2566},[114],{"categories":2568},[159],{"categories":2570},[114],{"categories":2572},[117],{"categories":2574},[111],{"categories":2576},[117],{"categories":2578},[114],{"categories":2580},[114],{"categories":2582},[117],{"categories":2584},[135],{"categories":2586},[],{"categories":2588},[56],{"categories":2590},[114],{"categories":2592},[117],{"categories":2594},[114],{"categories":2596},[114],{"categories":2598},[],{"categories":2600},[156],{"categories":2602},[111],{"categories":2604},[135],{"categories":2606},[114],{"categories":2608},[114],{"categories":2610},[156],{"categories":2612},[173],{"categories":2614},[159],{"categories":2616},[114],{"categories":2618},[135],{"categories":2620},[114],{"categories":2622},[117],{"categories":2624},[430],{"categories":2626},[114],{"categories":2628},[117],{"categories":2630},[159],{"categories":2632},[],{"categories":2634},[117],{"categories":2636},[166],{"categories":2638},[156],{"categories":2640},[114],{"categories":2642},[56],{"categories":2644},[111],{"categories":2646},[166],{"categories":2648},[],{"categories":2650},[117],{"categories":2652},[114],{"categories":2654},[],{"categories":2656},[135],{"categories":2658},[],{"categories":2660},[135],{"categories":2662},[114],{"categories":2664},[117],{"categories":2666},[117],{"categories":2668},[117],{"categories":2670},[],{"categories":2672},[],{"categories":2674},[114],{"categories":2676},[114],{"categories":2678},[],{"categories":2680},[156],{"categories":2682},[117],{"categories":2684},[173],{"categories":2686},[56],{"categories":2688},[],{"categories":2690},[],{"categories":2692},[135],{"categories":2694},[166],{"categories":2696},[114],{"categories":2698},[114],{"categories":2700},[114],{"categories":2702},[166],{"categories":2704},[135],{"categories":2706},[156],{"categories":2708},[114],{"categories":2710},[114],{"categories":2712},[114],{"categories":2714},[135],{"categories":2716},[114],{"categories":2718},[135],{"categories":2720},[117],{"categories":2722},[117],{"categories":2724},[166],{"categories":2726},[117],{"categories":2728},[114],{"categories":2730},[166],{"categories":2732},[156],{"categories":2734},[],{"categories":2736},[117],{"categories":2738},[],{"categories":2740},[],{"categories":2742},[],{"categories":2744},[111],{"categories":2746},[114],{"categories":2748},[117],{"categories":2750},[56],{"categories":2752},[117],{"categories":2754},[173],{"categories":2756},[],{"categories":2758},[117],{"categories":2760},[],{"categories":2762},[56],{"categories":2764},[117],{"categories":2766},[],{"categories":2768},[117],{"categories":2770},[114],{"categories":2772},[135],{"categories":2774},[114],{"categories":2776},[117],{"categories":2778},[135],{"categories":2780},[117],{"categories":2782},[166],{"categories":2784},[156],{"categories":2786},[56],{"categories":2788},[],{"categories":2790},[117],{"categories":2792},[156],{"categories":2794},[430],{"categories":2796},[135],{"categories":2798},[114],{"categories":2800},[156],{"categories":2802},[56],{"categories":2804},[],{"categories":2806},[117],{"categories":2808},[117],{"categories":2810},[114],{"categories":2812},[],{"categories":2814},[117],{"categories":2816},[120],{"categories":2818},[135],{"categories":2820},[117],{"categories":2822},[111],{"categories":2824},[],{"categories":2826},[114],{"categories":2828},[120],{"categories":2830},[114],{"categories":2832},[117],{"categories":2834},[135],{"categories":2836},[56],{"categories":2838},[430],{"categories":2840},[114],{"categories":2842},[114],{"categories":2844},[114],{"categories":2846},[135],{"categories":2848},[111],{"categories":2850},[114],{"categories":2852},[156],{"categories":2854},[135],{"categories":2856},[430],{"categories":2858},[114],{"categories":2860},[],{"categories":2862},[],{"categories":2864},[430],{"categories":2866},[159],{"categories":2868},[117],{"categories":2870},[117],{"categories":2872},[135],{"categories":2874},[114],{"categories":2876},[56],{"categories":2878},[156],{"categories":2880},[117],{"categories":2882},[114],{"categories":2884},[173],{"categories":2886},[114],{"categories":2888},[117],{"categories":2890},[],{"categories":2892},[114],{"categories":2894},[114],{"categories":2896},[135],{"categories":2898},[56],{"categories":2900},[],{"categories":2902},[114],{"categories":2904},[114],{"categories":2906},[166],{"categories":2908},[156],{"categories":2910},[114,117],{"categories":2912},[173,111],{"categories":2914},[114],{"categories":2916},[],{"categories":2918},[117],{"categories":2920},[],{"categories":2922},[166],{"categories":2924},[114],{"categories":2926},[135],{"categories":2928},[],{"categories":2930},[117],{"categories":2932},[],{"categories":2934},[156],{"categories":2936},[117],{"categories":2938},[56],{"categories":2940},[117],{"categories":2942},[114],{"categories":2944},[430],{"categories":2946},[173],{"categories":2948},[111],{"categories":2950},[111],{"categories":2952},[56],{"categories":2954},[56],{"categories":2956},[114],{"categories":2958},[117],{"categories":2960},[114],{"categories":2962},[114],{"categories":2964},[56],{"categories":2966},[114],{"categories":2968},[173],{"categories":2970},[135],{"categories":2972},[114],{"categories":2974},[117],{"categories":2976},[114],{"categories":2978},[],{"categories":2980},[166],{"categories":2982},[],{"categories":2984},[117],{"categories":2986},[56],{"categories":2988},[],{"categories":2990},[430],{"categories":2992},[114],{"categories":2994},[],{"categories":2996},[135],{"categories":2998},[117],{"categories":3000},[166],{"categories":3002},[114],{"categories":3004},[117],{"categories":3006},[166],{"categories":3008},[117],{"categories":3010},[135],{"categories":3012},[56],{"categories":3014},[135],{"categories":3016},[166],{"categories":3018},[114],{"categories":3020},[156],{"categories":3022},[114],{"categories":3024},[114],{"categories":3026},[114],{"categories":3028},[114],{"categories":3030},[117],{"categories":3032},[114],{"categories":3034},[117],{"categories":3036},[114],{"categories":3038},[56],{"categories":3040},[114],{"categories":3042},[117],{"categories":3044},[156],{"categories":3046},[56],{"categories":3048},[117],{"categories":3050},[156],{"categories":3052},[],{"categories":3054},[114],{"categories":3056},[114],{"categories":3058},[166],{"categories":3060},[],{"categories":3062},[117],{"categories":3064},[173],{"categories":3066},[114],{"categories":3068},[135],{"categories":3070},[173],{"categories":3072},[117],{"categories":3074},[111],{"categories":3076},[111],{"categories":3078},[114],{"categories":3080},[56],{"categories":3082},[],{"categories":3084},[114],{"categories":3086},[],{"categories":3088},[56],{"categories":3090},[114],{"categories":3092},[117],{"categories":3094},[117],{"categories":3096},[],{"categories":3098},[166],{"categories":3100},[166],{"categories":3102},[173],{"categories":3104},[156],{"categories":3106},[],{"categories":3108},[114],{"categories":3110},[56],{"categories":3112},[114],{"categories":3114},[166],{"categories":3116},[56],{"categories":3118},[135],{"categories":3120},[135],{"categories":3122},[],{"categories":3124},[135],{"categories":3126},[117],{"categories":3128},[156],{"categories":3130},[159],{"categories":3132},[114],{"categories":3134},[],{"categories":3136},[135],{"categories":3138},[166],{"categories":3140},[111],{"categories":3142},[114],{"categories":3144},[56],{"categories":3146},[430],{"categories":3148},[56],{"categories":3150},[],{"categories":3152},[],{"categories":3154},[135],{"categories":3156},[],{"categories":3158},[117],{"categories":3160},[117],{"categories":3162},[117],{"categories":3164},[],{"categories":3166},[114],{"categories":3168},[],{"categories":3170},[135],{"categories":3172},[56],{"categories":3174},[156],{"categories":3176},[114],{"categories":3178},[135],{"categories":3180},[135],{"categories":3182},[],{"categories":3184},[135],{"categories":3186},[56],{"categories":3188},[114],{"categories":3190},[],{"categories":3192},[117],{"categories":3194},[117],{"categories":3196},[56],{"categories":3198},[],{"categories":3200},[],{"categories":3202},[],{"categories":3204},[156],{"categories":3206},[117],{"categories":3208},[114],{"categories":3210},[],{"categories":3212},[],{"categories":3214},[],{"categories":3216},[156],{"categories":3218},[],{"categories":3220},[56],{"categories":3222},[],{"categories":3224},[],{"categories":3226},[156],{"categories":3228},[114],{"categories":3230},[135],{"categories":3232},[],{"categories":3234},[173],{"categories":3236},[135],{"categories":3238},[173],{"categories":3240},[114],{"categories":3242},[],{"categories":3244},[],{"categories":3246},[117],{"categories":3248},[],{"categories":3250},[],{"categories":3252},[117],{"categories":3254},[114],{"categories":3256},[],{"categories":3258},[117],{"categories":3260},[135],{"categories":3262},[173],{"categories":3264},[159],{"categories":3266},[117],{"categories":3268},[117],{"categories":3270},[],{"categories":3272},[],{"categories":3274},[],{"categories":3276},[135],{"categories":3278},[],{"categories":3280},[],{"categories":3282},[156],{"categories":3284},[56],{"categories":3286},[],{"categories":3288},[111],{"categories":3290},[173],{"categories":3292},[114],{"categories":3294},[166],{"categories":3296},[56],{"categories":3298},[159],{"categories":3300},[111],{"categories":3302},[166],{"categories":3304},[],{"categories":3306},[],{"categories":3308},[117],{"categories":3310},[56],{"categories":3312},[156],{"categories":3314},[56],{"categories":3316},[117],{"categories":3318},[430],{"categories":3320},[117],{"categories":3322},[],{"categories":3324},[114],{"categories":3326},[135],{"categories":3328},[166],{"categories":3330},[],{"categories":3332},[156],{"categories":3334},[135],{"categories":3336},[56],{"categories":3338},[117],{"categories":3340},[114],{"categories":3342},[111],{"categories":3344},[117,430],{"categories":3346},[117],{"categories":3348},[166],{"categories":3350},[114],{"categories":3352},[159],{"categories":3354},[173],{"categories":3356},[117],{"categories":3358},[],{"categories":3360},[117],{"categories":3362},[114],{"categories":3364},[111],{"categories":3366},[],{"categories":3368},[],{"categories":3370},[114],{"categories":3372},[159],{"categories":3374},[114],{"categories":3376},[],{"categories":3378},[135],{"categories":3380},[],{"categories":3382},[135],{"categories":3384},[166],{"categories":3386},[117],{"categories":3388},[114],{"categories":3390},[173],{"categories":3392},[166],{"categories":3394},[],{"categories":3396},[135],{"categories":3398},[114],{"categories":3400},[],{"categories":3402},[114],{"categories":3404},[117],{"categories":3406},[114],{"categories":3408},[117],{"categories":3410},[114],{"categories":3412},[114],{"categories":3414},[114],{"categories":3416},[114],{"categories":3418},[111],{"categories":3420},[],{"categories":3422},[120],{"categories":3424},[135],{"categories":3426},[114],{"categories":3428},[],{"categories":3430},[166],{"categories":3432},[114],{"categories":3434},[114],{"categories":3436},[117],{"categories":3438},[135],{"categories":3440},[114],{"categories":3442},[114],{"categories":3444},[111],{"categories":3446},[117],{"categories":3448},[156],{"categories":3450},[],{"categories":3452},[159],{"categories":3454},[114],{"categories":3456},[],{"categories":3458},[135],{"categories":3460},[173],{"categories":3462},[],{"categories":3464},[],{"categories":3466},[135],{"categories":3468},[135],{"categories":3470},[173],{"categories":3472},[56],{"categories":3474},[117],{"categories":3476},[117],{"categories":3478},[114],{"categories":3480},[111],{"categories":3482},[],{"categories":3484},[],{"categories":3486},[135],{"categories":3488},[159],{"categories":3490},[166],{"categories":3492},[117],{"categories":3494},[156],{"categories":3496},[159],{"categories":3498},[159],{"categories":3500},[],{"categories":3502},[135],{"categories":3504},[114],{"categories":3506},[114],{"categories":3508},[166],{"categories":3510},[],{"categories":3512},[135],{"categories":3514},[135],{"categories":3516},[135],{"categories":3518},[],{"categories":3520},[117],{"categories":3522},[114],{"categories":3524},[],{"categories":3526},[56],{"categories":3528},[111],{"categories":3530},[],{"categories":3532},[114],{"categories":3534},[114],{"categories":3536},[],{"categories":3538},[166],{"categories":3540},[],{"categories":3542},[],{"categories":3544},[],{"categories":3546},[],{"categories":3548},[114],{"categories":3550},[135],{"categories":3552},[],{"categories":3554},[],{"categories":3556},[114],{"categories":3558},[114],{"categories":3560},[114],{"categories":3562},[159],{"categories":3564},[114],{"categories":3566},[159],{"categories":3568},[],{"categories":3570},[159],{"categories":3572},[159],{"categories":3574},[430],{"categories":3576},[117],{"categories":3578},[166],{"categories":3580},[],{"categories":3582},[],{"categories":3584},[159],{"categories":3586},[166],{"categories":3588},[166],{"categories":3590},[166],{"categories":3592},[],{"categories":3594},[56],{"categories":3596},[166],{"categories":3598},[166],{"categories":3600},[56],{"categories":3602},[166],{"categories":3604},[111],{"categories":3606},[166],{"categories":3608},[166],{"categories":3610},[166],{"categories":3612},[159],{"categories":3614},[135],{"categories":3616},[135],{"categories":3618},[114],{"categories":3620},[166],{"categories":3622},[159],{"categories":3624},[430],{"categories":3626},[159],{"categories":3628},[159],{"categories":3630},[159],{"categories":3632},[],{"categories":3634},[111],{"categories":3636},[],{"categories":3638},[430],{"categories":3640},[166],{"categories":3642},[166],{"categories":3644},[166],{"categories":3646},[117],{"categories":3648},[135,111],{"categories":3650},[159],{"categories":3652},[],{"categories":3654},[],{"categories":3656},[159],{"categories":3658},[],{"categories":3660},[159],{"categories":3662},[135],{"categories":3664},[117],{"categories":3666},[],{"categories":3668},[166],{"categories":3670},[114],{"categories":3672},[156],{"categories":3674},[],{"categories":3676},[114],{"categories":3678},[],{"categories":3680},[135],{"categories":3682},[56],{"categories":3684},[159],{"categories":3686},[],{"categories":3688},[166],{"categories":3690},[135],[3692,3762,3817,3894],{"id":3693,"title":3694,"ai":3695,"body":3700,"categories":3731,"created_at":57,"date_modified":57,"description":49,"extension":58,"faq":57,"featured":59,"kicker_label":57,"meta":3732,"navigation":87,"path":3750,"published_at":57,"question":57,"scraped_at":3751,"seo":3752,"sitemap":3753,"source_id":3754,"source_name":3755,"source_type":95,"source_url":3756,"stem":3757,"tags":3758,"thumbnail_url":57,"tldr":3759,"tweet":57,"unknown_tags":3760,"__hash__":3761},"summaries\u002Fsummaries\u002Fe2e31b13773a5b4f-insomnia-v12-brings-ai-and-mcp-to-api-workflows-summary.md","Insomnia v12 Brings AI and MCP to API Workflows",{"provider":7,"model":8,"input_tokens":3696,"output_tokens":3697,"processing_time_ms":3698,"cost_usd":3699},3910,1688,10244,0.00160335,{"type":14,"value":3701,"toc":3726},[3702,3706,3709,3713,3716,3720,3723],[17,3703,3705],{"id":3704},"core-features-for-ai-ready-api-development","Core Features for AI-Ready API Development",[22,3707,3708],{},"Insomnia v12 general availability introduces MCP (Model Context Protocol) client support for testing modern AI endpoints alongside HTTP, gRPC, GraphQL, Socket.io, WSS, and SSE. AI-powered commits automate changelog generation from code changes, reducing manual documentation effort. Autogenerated mock servers use natural language prompts to create realistic API mocks instantly, speeding up frontend-backend decoupling and prototyping without backend dependencies. These enable seamless local testing without accounts, supporting git, local, or cloud workflows for faster iteration.",[17,3710,3712],{"id":3711},"free-tier-maximizes-accessibility","Free Tier Maximizes Accessibility",[22,3714,3715],{},"The open-source core offers Git sync for up to 3 users, unlimited projects, and unlimited collection runners at no cost. No account required for local use, making it ideal for solo developers or small teams prototyping APIs. Download binaries available for MacOS, Windows, and Ubuntu, ensuring cross-platform compatibility without installation hurdles.",[17,3717,3719],{"id":3718},"scaling-collaboration-and-security","Scaling Collaboration and Security",[22,3721,3722],{},"For teams, Insomnia provides RBAC (role-based access control), domain capture, and enterprise-grade security adopted by organizations prioritizing compliance. Contact sales for paid tiers unlocks unlimited Git sync and advanced collaboration. Trusted by millions worldwide, it scales from individual debugging to team-wide API design, bridging development gaps with AI-native tools.",[22,3724,3725],{},"This promotional content highlights practical upgrades for API builders but lacks deep implementation details or benchmarks.",{"title":49,"searchDepth":50,"depth":50,"links":3727},[3728,3729,3730],{"id":3704,"depth":50,"text":3705},{"id":3711,"depth":50,"text":3712},{"id":3718,"depth":50,"text":3719},[56],{"content_references":3733,"triage":3746},[3734,3738,3742],{"type":68,"title":3735,"author":3736,"url":3737,"context":71},"Kong Insomnia 12: Smarter, Faster, More Accessible API and MCP Development","Haley Giuliano","https:\u002F\u002Fkonghq.com\u002Fblog\u002Fproduct-releases\u002Fkong-insomnia-12",{"type":68,"title":3739,"author":3740,"url":3741,"context":71},"Kong Insomnia 11: Elevating API Security and Collaboration","Adam Jiroun","https:\u002F\u002Fkonghq.com\u002Fblog\u002Fproduct-releases\u002Finsomnia-11",{"type":68,"title":3743,"author":3744,"url":3745,"context":71},"Announcing Insomnia’s New Teams RBAC and Domain Capture","Marco Palladino","https:\u002F\u002Fkonghq.com\u002Fblog\u002Fproduct-releases\u002Finsomnia-teams-rbac-and-domain-capture",{"relevance":83,"novelty":3747,"quality":84,"actionability":3747,"composite":3748,"reasoning":3749},3,3.95,"Category: Software Engineering. The article discusses practical features of Insomnia v12 that enhance API development workflows, directly addressing the needs of developers integrating AI into their products. While it provides useful information about new functionalities, it lacks in-depth implementation details that would allow for immediate action.","\u002Fsummaries\u002Fe2e31b13773a5b4f-insomnia-v12-brings-ai-and-mcp-to-api-workflows-summary","2026-04-16 02:59:46",{"title":3694,"description":49},{"loc":3750},"e2e31b13773a5b4f","__oneoff__","https:\u002F\u002Finsomnia.rest","summaries\u002Fe2e31b13773a5b4f-insomnia-v12-brings-ai-and-mcp-to-api-workflows-summary",[99,101,102],"Insomnia v12 GA adds MCP client support, AI-powered commits, natural language mock servers, and free tier with unlimited projects and Git sync for 3 users.",[101,102],"NRVUv9QTvaVUG4uNt_DyLG-7IUyQ-7W2tFKPwGiugks",{"id":3763,"title":3764,"ai":3765,"body":3770,"categories":3798,"created_at":57,"date_modified":57,"description":49,"extension":58,"faq":57,"featured":59,"kicker_label":57,"meta":3799,"navigation":87,"path":3804,"published_at":3805,"question":57,"scraped_at":3806,"seo":3807,"sitemap":3808,"source_id":3809,"source_name":3810,"source_type":95,"source_url":3811,"stem":3812,"tags":3813,"thumbnail_url":57,"tldr":3814,"tweet":57,"unknown_tags":3815,"__hash__":3816},"summaries\u002Fsummaries\u002F0655ba472b96a06c-specs-not-code-are-the-real-bottleneck-summary.md","Specs, Not Code, Are the Real Bottleneck",{"provider":7,"model":8,"input_tokens":3766,"output_tokens":3767,"processing_time_ms":3768,"cost_usd":3769},3895,961,7229,0.00075265,{"type":14,"value":3771,"toc":3793},[3772,3776,3779,3783,3786,3790],[17,3773,3775],{"id":3774},"ai-shifts-code-from-scarce-resource-to-commodity","AI Shifts Code from Scarce Resource to Commodity",[22,3777,3778],{},"Historically, software development bottlenecks stemmed from code's high cost: every line demanded manual effort, memory recall, and precision. AI-assisted tools now generate entire functions, modules, or architectures in seconds, making code production scalable and nearly free. This removes the old constraint, yet systems fail to improve proportionally—bugs endure, vulnerabilities rise, and complexity grows harder to manage. The widening gap between code output and confident understanding proves code was never the core limit.",[17,3780,3782],{"id":3781},"precise-specification-defines-success","Precise Specification Defines Success",[22,3784,3785],{},"The fundamental challenge is specifying exactly what code must achieve. Without clear, precise requirements upfront, even perfect code misses the mark. This insight reframes decades of practices: development isn't bottlenecked by implementation but by upfront knowledge of desired behavior. AI amplifies this by flooding teams with code volume they can't fully comprehend or verify, turning abundance into liability.",[17,3787,3789],{"id":3788},"reactive-cycles-perpetuate-the-misdiagnosis","Reactive Cycles Perpetuate the Misdiagnosis",[22,3791,3792],{},"Industry workflows—code, test, debug, fix, repeat—feel intuitive but react to flaws rather than preventing them through rigorous specs. Tools like unit tests and fuzzing refine this loop without addressing root causes, resembling adaptation more than engineering. To build reliable systems at AI scale, prioritize specification rigor first: define behaviors exhaustively before generation, then validate outputs against them.",{"title":49,"searchDepth":50,"depth":50,"links":3794},[3795,3796,3797],{"id":3774,"depth":50,"text":3775},{"id":3781,"depth":50,"text":3782},{"id":3788,"depth":50,"text":3789},[166],{"content_references":3800,"triage":3801},[],{"relevance":84,"novelty":3747,"quality":84,"actionability":3747,"composite":3802,"reasoning":3803},3.6,"Category: Software Engineering. The article addresses a key pain point for product builders regarding the importance of precise specifications in software development, which resonates with the audience's need for actionable insights. It provides a fresh perspective on the shift in bottlenecks from code generation to specification but lacks detailed frameworks or tools for implementation.","\u002Fsummaries\u002F0655ba472b96a06c-specs-not-code-are-the-real-bottleneck-summary","2026-04-15 14:54:50","2026-04-15 15:39:00",{"title":3764,"description":49},{"loc":3804},"0655ba472b96a06c","Level Up Coding","https:\u002F\u002Flevelup.gitconnected.com\u002Fthe-real-bottleneck-is-not-the-code-1ecf87ce605d?source=rss----5517fd7b58a6---4","summaries\u002F0655ba472b96a06c-specs-not-code-are-the-real-bottleneck-summary",[99,102,101],"AI tools make generating code effortless, but precisely defining what code should do—specification—remains the hardest part, explaining why bugs and complexity persist.",[102,101],"Cqzy_F-1FYNeFvcJdSMczCUr2QSzUsgishArwJZsghg",{"id":3818,"title":3819,"ai":3820,"body":3825,"categories":3867,"created_at":57,"date_modified":57,"description":49,"extension":58,"faq":57,"featured":59,"kicker_label":57,"meta":3868,"navigation":87,"path":3881,"published_at":3882,"question":57,"scraped_at":3883,"seo":3884,"sitemap":3885,"source_id":3886,"source_name":3877,"source_type":95,"source_url":3887,"stem":3888,"tags":3889,"thumbnail_url":57,"tldr":3891,"tweet":57,"unknown_tags":3892,"__hash__":3893},"summaries\u002Fsummaries\u002F4f49aef18e259e56-claude-code-better-stack-mcp-terminal-only-error-f-summary.md","Claude Code + Better Stack MCP: Terminal-Only Error Fixing",{"provider":7,"model":8,"input_tokens":3821,"output_tokens":3822,"processing_time_ms":3823,"cost_usd":3824},4896,1495,15716,0.0017042,{"type":14,"value":3826,"toc":3862},[3827,3831,3834,3842,3846,3849,3852,3856,3859],[17,3828,3830],{"id":3829},"integrate-error-tracking-for-ai-ready-prompts","Integrate Error Tracking for AI-Ready Prompts",[22,3832,3833],{},"Connect any app to Better Stack using app-specific SDKs like the Sentry React SDK. Generate a DSN from your Better Stack dashboard by selecting your app type—this auto-captures browser info, user steps, session replays, and crafts AI prompts with stack traces. For a React film emulation app (github.com\u002FOrva-Studio\u002Fhance), uploading videos and scrubbing the timeline triggered an 'uncaught security error' blocking timeline scrolling. Better Stack surfaced three related occurrences plus 44 unrelated errors, providing root cause analysis like browser details and replay footage without manual setup.",[22,3835,3836,3837,3841],{},"Run ",[3838,3839,3840],"code",{},"npx @betterstackhq\u002Fcli mcp"," or edit Claude Code's config to enable the MCP server. Activate deferred tool loading in Claude settings JSON to load only relevant tools (e.g., error fetchers) into context, saving tokens. Prompt Claude with 'give all error details for this application' to auto-detect your app, summarize latest errors, and suggest fixes—Claude pulls stack traces, related issues, and codebase context in parallel.",[17,3843,3845],{"id":3844},"automate-diagnosis-to-pr-creation","Automate Diagnosis to PR Creation",[22,3847,3848],{},"Query specific errors like 'get details for the security error and related issues.' Claude groups them (e.g., excluding 44 unrelated ones), identifies root causes (e.g., one-line code fix in React), and creates feature branches with PRs. In the hance app demo, Claude fixed the timeline security error in seconds: a single code change prevented reproduction after local testing. Merge the PR to deploy—Claude handles branching, commits, and PR descriptions autonomously.",[22,3850,3851],{},"This cuts debugging from browser-copy-paste loops to terminal-only flows, handling high error volumes efficiently. Routine prompts can email\u002FSMS new errors or auto-generate PRs, turning observability into proactive fixes.",[17,3853,3855],{"id":3854},"verify-fixes-and-close-the-loop","Verify Fixes and Close the Loop",[22,3857,3858],{},"Post-merge, prompt 'check if the fix is in place and resolve the issue in Better Stack.' Claude confirms code changes, then uses MCP tools to mark errors resolved across occurrences—no UI visits needed. Demo confirmed: three security errors auto-resolved, visible in Better Stack dashboard. Repeat for all issues to clear backlogs.",[22,3860,3861],{},"Trade-offs: Relies on MCP setup and Claude's tool accuracy (e.g., correct app detection); best for terminal-heavy workflows. Scales to agents replacing UIs for convenience, especially in production apps with sporadic bugs like video scrubbing errors.",{"title":49,"searchDepth":50,"depth":50,"links":3863},[3864,3865,3866],{"id":3829,"depth":50,"text":3830},{"id":3844,"depth":50,"text":3845},{"id":3854,"depth":50,"text":3855},[56],{"content_references":3869,"triage":3879},[3870,3873,3876],{"type":63,"title":3871,"url":3872,"context":71},"Film Emulation tool","https:\u002F\u002Fgithub.com\u002FOrva-Studio\u002Fhance",{"type":63,"title":3874,"url":3875,"context":71},"Better Stack MCP","https:\u002F\u002Fbetterstack.com\u002Fdocs\u002Fgetting-started\u002Fintegrations\u002Fmcp\u002F",{"type":63,"title":3877,"url":3878,"context":71},"Better Stack","https:\u002F\u002Fbetterstack.com\u002F",{"relevance":83,"novelty":84,"quality":84,"actionability":83,"composite":85,"reasoning":3880},"Category: AI Automation. The article provides a detailed guide on integrating Better Stack MCP with Claude Code for error tracking and automated bug fixing, addressing the audience's need for practical applications in AI-powered product development. It includes specific commands and workflows that developers can implement immediately, making it highly actionable.","\u002Fsummaries\u002F4f49aef18e259e56-claude-code-better-stack-mcp-terminal-only-error-f-summary","2026-05-07 12:01:40","2026-05-07 16:33:29",{"title":3819,"description":49},{"loc":3881},"3fff15405ef5a2cb","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=u2tqAXKkb4c","summaries\u002F4f49aef18e259e56-claude-code-better-stack-mcp-terminal-only-error-f-summary",[99,3890,101,102],"automation","Integrate Better Stack MCP server with Claude Code to fetch error details, diagnose root causes, auto-fix bugs via PRs, and resolve issues directly in your terminal—skipping browser workflows entirely.",[101,102],"viYB8GyKmD74F1-SnhJCzw9K9YIUXXC9vIO7UcO95Bw",{"id":3895,"title":3896,"ai":3897,"body":3902,"categories":3936,"created_at":57,"date_modified":57,"description":49,"extension":58,"faq":57,"featured":59,"kicker_label":57,"meta":3937,"navigation":87,"path":3944,"published_at":3945,"question":57,"scraped_at":3946,"seo":3947,"sitemap":3948,"source_id":3949,"source_name":3950,"source_type":95,"source_url":3951,"stem":3952,"tags":3953,"thumbnail_url":57,"tldr":3955,"tweet":57,"unknown_tags":3956,"__hash__":3957},"summaries\u002Fsummaries\u002F46db6f4d953faab6-goodbarber-native-ios-android-pwa-from-one-back-of-summary.md","GoodBarber: Native iOS\u002FAndroid\u002FPWA from One Back Office",{"provider":7,"model":8,"input_tokens":3898,"output_tokens":3899,"processing_time_ms":3900,"cost_usd":3901},5758,1711,20972,0.0019846,{"type":14,"value":3903,"toc":3931},[3904,3908,3911,3914,3918,3921,3924,3928],[17,3905,3907],{"id":3906},"unified-workflow-delivers-native-apps-across-platforms","Unified Workflow Delivers Native Apps Across Platforms",[22,3909,3910],{},"GoodBarber eliminates separate builds for web and mobile by managing Progressive Web Apps (PWAs), native iOS apps (built in Swift), and native Android apps (built in Kotlin) from one desktop-optimized back office. Start by selecting content or eCommerce templates, then arrange visual sections for articles, videos, events, maps, forms, tutorials, or premium courses—preview changes instantly without navigation files, build configs, or package issues. This visual drag-and-drop structure lets non-designers ship polished apps for creators, coaches, communities, or local businesses in hours, not weeks, avoiding the headache of stitching hybrid wrappers.",[22,3912,3913],{},"Global styling applies colors, fonts, buttons, borders, shadows, and icons across the app instantly, backed by a full design system that prevents generic template looks. AI palette generator creates professional visual identities without design expertise, updating previews in real-time for consistent branding. Technical users extend with custom code sections, HTML\u002FCSS\u002FJavaScript widgets, and developer tools, bridging no-code speed with low-code flexibility.",[17,3915,3917],{"id":3916},"ai-cms-and-extensions-unlock-content-monetization","AI CMS and Extensions Unlock Content Monetization",[22,3919,3920],{},"Built-in AI Assistant inside the CMS generates, completes, summarizes, translates, or adjusts tone for articles, lessons, product descriptions—keeping workflows in one place instead of tab-switching tools. Add ChatGPT extension for branded chatbots that guide users (e.g., navigate coding tutorials), or RAG Chatbot that answers from your app's published content like articles or events, grounding responses in your material for education\u002Fmedia apps.",[22,3922,3923],{},"Activate from 190+ extensions including memberships (lock premium content behind subscriptions for recurring revenue), analytics, monetization, WordPress\u002FRSS\u002FSquarespace imports, Zapier\u002FMake automations. For eCommerce, manage catalogs, shipping, local delivery, in-store pickup, and tracking without platform commissions—ideal for restaurants, grocery, or shops where basic builders fail on business features.",[17,3925,3927],{"id":3926},"publish-seamlessly-and-scale-to-business-use","Publish Seamlessly and Scale to Business Use",[22,3929,3930],{},"Publish to App Store, Google Play, and web from the same project; self-submit with docs\u002Fhelp, or use \"GoodBarber Takes Care\" service for store handling via your developer accounts. Agencies\u002Ffreelancers resell via white-label reseller plan ($215\u002Fmo yearly). Pricing starts at $30\u002Fmo yearly for content apps, $40\u002Fmo for eCommerce (extensions may add costs)—test fully with free 30-day trial, no credit card. Trade-off: Best for content\u002Fmemberships\u002Fcommerce\u002Flocal delivery, not ultra-custom logic needing full-code backends; excels at shipping fast without mobile teams.",{"title":49,"searchDepth":50,"depth":50,"links":3932},[3933,3934,3935],{"id":3906,"depth":50,"text":3907},{"id":3916,"depth":50,"text":3917},{"id":3926,"depth":50,"text":3927},[56],{"content_references":3938,"triage":3942},[3939],{"type":63,"title":3940,"url":3941,"context":66},"GoodBarber","https:\u002F\u002Fwww.goodbarber.co\u002FAICodeKing",{"relevance":83,"novelty":84,"quality":84,"actionability":83,"composite":85,"reasoning":3943},"Category: AI & LLMs. The article discusses a platform that integrates AI tools for content management and app development, addressing the pain points of indie builders looking for efficient solutions. It provides actionable insights on using AI for app creation and monetization, making it highly relevant and practical for the target audience.","\u002Fsummaries\u002F46db6f4d953faab6-goodbarber-native-ios-android-pwa-from-one-back-of-summary","2026-05-07 09:15:04","2026-05-07 11:12:11",{"title":3896,"description":49},{"loc":3944},"da2e9597335c5fde","AICodeKing","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=ic6u6G_eCWk","summaries\u002F46db6f4d953faab6-goodbarber-native-ios-android-pwa-from-one-back-of-summary",[99,3954,100,101],"saas","Build native Swift iOS, Kotlin Android, and PWA apps from a single dashboard using visual sections, 190+ extensions, AI CMS tools, and eCommerce—no mobile team needed, free 30-day trial without credit card.",[101],"ncGyv0PGSBts5MZ285s9toahj148VOkLcCe_0e20bRU"]