[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-claude-code-opus-4-7-ultra-review-boost-coding-summary":3,"summaries-facets-categories":82,"summary-related-claude-code-opus-4-7-ultra-review-boost-coding-summary":4487},{"id":4,"title":5,"ai":6,"body":13,"categories":51,"created_at":53,"date_modified":53,"description":45,"extension":54,"faq":53,"featured":55,"kicker_label":53,"meta":56,"navigation":63,"path":64,"published_at":65,"question":53,"scraped_at":66,"seo":67,"sitemap":68,"source_id":69,"source_name":70,"source_type":71,"source_url":72,"stem":73,"tags":74,"thumbnail_url":53,"tldr":79,"tweet":53,"unknown_tags":80,"__hash__":81},"summaries\u002Fsummaries\u002Fclaude-code-opus-4-7-ultra-review-boost-coding-summary.md","Claude Code: Opus 4.7 + \u002Fultra Review Boost Coding",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",4103,1382,11209,0.0014891,{"type":14,"value":15,"toc":44},"minimark",[16,21,25,29,32,36],[17,18,20],"h2",{"id":19},"opus-47-balances-speed-depth-and-capabilities","Opus 4.7 Balances Speed, Depth, and Capabilities",[22,23,24],"p",{},"Claude Opus 4.7 introduces \u002Feffort XI tier as a middle option between high and max efforts, ideal for long-horizon coding without full max latency costs—access via model picker or \u002Feffort XI flag. Vision support triples to 3.75 megapixels for handling larger images. File system memory improves for multi-session work, auto mode extends to max users for longer autonomous tasks, and benchmarks show across-the-board gains in finance agent, GPQA, coding, vision, and long-context reasoning. Early tests report 10-15% higher task success rates and fewer tool errors versus 4.6, with pricing unchanged at $5\u002Fmillion input and $25\u002Fmillion output tokens; expect 1-1.35x higher usage from tokenizer updates.",[17,26,28],{"id":27},"parallel-ultra-review-catches-hidden-bugs","Parallel \u002Fultra Review Catches Hidden Bugs",[22,30,31],{},"\u002Fultra review runs multiple agents in parallel across code diffs to detect compiler-missed bugs, with Pro\u002FMax users getting 3 free reviews. Pair it with custom rules that override built-in defaults for tailored checks. Skill tool now discovers and invokes all built-in \u002Fcommands automatically, enabling real automated execution.",[17,33,35],{"id":34},"workflow-polish-commands-caching-and-fixes","Workflow Polish: Commands, Caching, and Fixes",[22,37,38,39,43],{},"Slash less permission scans transcripts to build reusable allow lists, cutting repetitive approvals. \u002Frecap provides session context on resume, \u002FTUI full screen eliminates flicker for terminal rendering with auto-theme syncing to dark\u002Flight modes (iTerm2\u002Fmarks fixed). Prompt cache TTL extends to 1 hour via CACHING_ONE_H environment variable across API key, Bedrock, Vertex, and Foundry providers. Fixes include add-file suggestions skipping full project rescans, correct LSP diagnostics post-edits, no hangs on MCP tool drops, cleaner \u002Fcontext grid, and \u002Fclear preserving session names. Run ",[40,41,42],"code",{},"claude update"," to apply all 10 features and 45+ fixes.",{"title":45,"searchDepth":46,"depth":46,"links":47},"",2,[48,49,50],{"id":19,"depth":46,"text":20},{"id":27,"depth":46,"text":28},{"id":34,"depth":46,"text":35},[52],"AI & LLMs",null,"md",false,{"content_references":57,"triage":58},[],{"relevance":59,"novelty":59,"quality":60,"actionability":59,"composite":61,"reasoning":62},3,4,3.25,"Category: AI & LLMs. The article discusses new features and improvements in Claude Code's Opus 4.7, which are relevant to developers looking to enhance their coding productivity with AI tools. While it provides some actionable insights, such as using the \u002Fultra review for bug detection, it lacks detailed guidance on implementation.",true,"\u002Fsummaries\u002Fclaude-code-opus-4-7-ultra-review-boost-coding-summary","2026-04-16 18:48:07","2026-04-20 16:51:01",{"title":5,"description":45},{"loc":64},"3d55f7da5f2fdf67","DIY Smart Code","article","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=S67GpGs9atQ","summaries\u002Fclaude-code-opus-4-7-ultra-review-boost-coding-summary",[75,76,77,78],"llm","ai-tools","coding","dev-productivity","Claude Code adds Opus 4.7 with 10-15% higher task success, XI effort tier for balanced reasoning, parallel \u002Fultra review for bug detection (3 free for Pro\u002FMax), 1-hour prompt cache, and 45+ fixes.",[78],"I_VN6Enx-pOirzu9gsoY8PdWh-lM_0hWcasy9Tn7Cus",[83,86,88,91,93,96,99,102,105,107,109,111,113,115,117,119,121,123,125,127,129,131,133,136,138,140,142,144,146,148,150,152,154,156,158,160,162,164,166,168,170,172,174,176,178,181,183,185,187,189,191,193,195,197,199,201,203,205,207,209,211,213,215,217,219,221,223,225,227,229,231,233,235,237,239,241,243,245,247,249,251,253,255,257,259,261,263,265,267,269,271,273,275,277,279,281,283,285,287,289,291,293,295,297,299,301,303,305,307,309,311,313,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,397,399,401,403,405,407,409,411,413,415,417,419,421,423,425,427,429,431,433,435,437,439,441,443,446,448,450,452,454,456,458,460,462,464,466,468,470,472,474,476,478,480,482,484,486,488,490,492,494,496,498,500,502,504,506,508,510,512,514,516,518,520,522,524,526,528,530,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4213,4215,4217,4219,4221,4223,4225,4227,4229,4231,4233,4235,4237,4239,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4451,4453,4455,4457,4459,4461,4463,4465,4467,4469,4471,4473,4475,4477,4479,4481,4483,4485],{"categories":84},[85],"Business & SaaS",{"categories":87},[85],{"categories":89},[90],"AI News & Trends",{"categories":92},[],{"categories":94},[95],"AI Automation",{"categories":97},[98],"Marketing & Growth",{"categories":100},[101],"Design & Frontend",{"categories":103},[104],"Software Engineering",{"categories":106},[95],{"categories":108},[],{"categories":110},[101],{"categories":112},[101],{"categories":114},[95],{"categories":116},[101],{"categories":118},[101],{"categories":120},[52],{"categories":122},[101],{"categories":124},[101],{"categories":126},[],{"categories":128},[101],{"categories":130},[101],{"categories":132},[52],{"categories":134},[135],"Developer Productivity",{"categories":137},[52],{"categories":139},[52],{"categories":141},[52],{"categories":143},[90],{"categories":145},[52],{"categories":147},[95],{"categories":149},[85],{"categories":151},[90],{"categories":153},[98],{"categories":155},[],{"categories":157},[],{"categories":159},[95],{"categories":161},[95],{"categories":163},[95],{"categories":165},[98],{"categories":167},[52],{"categories":169},[135],{"categories":171},[90],{"categories":173},[],{"categories":175},[],{"categories":177},[],{"categories":179},[180],"Data Science & Visualization",{"categories":182},[],{"categories":184},[95],{"categories":186},[104],{"categories":188},[95],{"categories":190},[95],{"categories":192},[52],{"categories":194},[98],{"categories":196},[95],{"categories":198},[],{"categories":200},[],{"categories":202},[],{"categories":204},[101],{"categories":206},[101],{"categories":208},[95],{"categories":210},[98],{"categories":212},[135],{"categories":214},[101],{"categories":216},[52],{"categories":218},[104],{"categories":220},[52],{"categories":222},[],{"categories":224},[95],{"categories":226},[52],{"categories":228},[135],{"categories":230},[135],{"categories":232},[],{"categories":234},[98],{"categories":236},[85],{"categories":238},[52],{"categories":240},[85],{"categories":242},[85],{"categories":244},[95],{"categories":246},[98],{"categories":248},[95],{"categories":250},[85],{"categories":252},[95],{"categories":254},[101],{"categories":256},[52],{"categories":258},[101],{"categories":260},[52],{"categories":262},[85],{"categories":264},[52],{"categories":266},[98],{"categories":268},[],{"categories":270},[52],{"categories":272},[85],{"categories":274},[],{"categories":276},[90],{"categories":278},[104],{"categories":280},[],{"categories":282},[52],{"categories":284},[101],{"categories":286},[52],{"categories":288},[101],{"categories":290},[],{"categories":292},[95],{"categories":294},[],{"categories":296},[],{"categories":298},[],{"categories":300},[52],{"categories":302},[],{"categories":304},[52],{"categories":306},[52],{"categories":308},[101],{"categories":310},[52],{"categories":312},[135],{"categories":314},[95],{"categories":316},[98],{"categories":318},[135],{"categories":320},[135],{"categories":322},[135],{"categories":324},[98],{"categories":326},[98],{"categories":328},[52],{"categories":330},[52],{"categories":332},[101],{"categories":334},[85],{"categories":336},[101],{"categories":338},[104],{"categories":340},[85],{"categories":342},[85],{"categories":344},[85],{"categories":346},[101],{"categories":348},[],{"categories":350},[],{"categories":352},[52],{"categories":354},[52],{"categories":356},[104],{"categories":358},[52],{"categories":360},[52],{"categories":362},[],{"categories":364},[52],{"categories":366},[52],{"categories":368},[],{"categories":370},[52],{"categories":372},[90],{"categories":374},[90],{"categories":376},[],{"categories":378},[],{"categories":380},[98],{"categories":382},[98],{"categories":384},[104],{"categories":386},[52],{"categories":388},[],{"categories":390},[],{"categories":392},[95],{"categories":394},[52],{"categories":396},[52],{"categories":398},[],{"categories":400},[52,85],{"categories":402},[52],{"categories":404},[],{"categories":406},[52],{"categories":408},[52],{"categories":410},[],{"categories":412},[],{"categories":414},[95],{"categories":416},[52],{"categories":418},[52],{"categories":420},[95],{"categories":422},[52],{"categories":424},[],{"categories":426},[],{"categories":428},[52],{"categories":430},[],{"categories":432},[52],{"categories":434},[52],{"categories":436},[],{"categories":438},[95],{"categories":440},[101],{"categories":442},[],{"categories":444},[95,445],"DevOps & Cloud",{"categories":447},[52],{"categories":449},[95],{"categories":451},[52],{"categories":453},[],{"categories":455},[],{"categories":457},[],{"categories":459},[],{"categories":461},[52],{"categories":463},[95],{"categories":465},[],{"categories":467},[95],{"categories":469},[],{"categories":471},[52],{"categories":473},[],{"categories":475},[],{"categories":477},[],{"categories":479},[],{"categories":481},[95],{"categories":483},[101],{"categories":485},[52],{"categories":487},[98],{"categories":489},[90],{"categories":491},[85],{"categories":493},[135],{"categories":495},[],{"categories":497},[95],{"categories":499},[95],{"categories":501},[52],{"categories":503},[],{"categories":505},[],{"categories":507},[],{"categories":509},[95],{"categories":511},[],{"categories":513},[95],{"categories":515},[95],{"categories":517},[90],{"categories":519},[95],{"categories":521},[52],{"categories":523},[],{"categories":525},[52],{"categories":527},[],{"categories":529},[90],{"categories":531},[95,532],"Product Strategy",{"categories":534},[104],{"categories":536},[445],{"categories":538},[532],{"categories":540},[52],{"categories":542},[95],{"categories":544},[],{"categories":546},[90],{"categories":548},[90],{"categories":550},[95],{"categories":552},[],{"categories":554},[95],{"categories":556},[52],{"categories":558},[52],{"categories":560},[135],{"categories":562},[52],{"categories":564},[],{"categories":566},[52,104],{"categories":568},[90],{"categories":570},[52],{"categories":572},[90],{"categories":574},[95],{"categories":576},[90],{"categories":578},[],{"categories":580},[104],{"categories":582},[85],{"categories":584},[],{"categories":586},[95],{"categories":588},[95],{"categories":590},[95],{"categories":592},[95],{"categories":594},[85],{"categories":596},[101],{"categories":598},[98],{"categories":600},[],{"categories":602},[95],{"categories":604},[],{"categories":606},[90],{"categories":608},[90],{"categories":610},[90],{"categories":612},[95],{"categories":614},[90],{"categories":616},[52],{"categories":618},[135],{"categories":620},[52],{"categories":622},[104],{"categories":624},[52,135],{"categories":626},[135],{"categories":628},[135],{"categories":630},[135],{"categories":632},[135],{"categories":634},[52],{"categories":636},[],{"categories":638},[],{"categories":640},[98],{"categories":642},[],{"categories":644},[52],{"categories":646},[135],{"categories":648},[52],{"categories":650},[101],{"categories":652},[104],{"categories":654},[],{"categories":656},[52],{"categories":658},[135],{"categories":660},[98],{"categories":662},[90],{"categories":664},[104],{"categories":666},[52],{"categories":668},[],{"categories":670},[104],{"categories":672},[101],{"categories":674},[85],{"categories":676},[85],{"categories":678},[],{"categories":680},[101],{"categories":682},[85],{"categories":684},[90],{"categories":686},[135],{"categories":688},[95],{"categories":690},[95],{"categories":692},[52],{"categories":694},[52],{"categories":696},[90],{"categories":698},[90],{"categories":700},[135],{"categories":702},[90],{"categories":704},[],{"categories":706},[532],{"categories":708},[95],{"categories":710},[90],{"categories":712},[90],{"categories":714},[90],{"categories":716},[52],{"categories":718},[95],{"categories":720},[95],{"categories":722},[85],{"categories":724},[85],{"categories":726},[52],{"categories":728},[90],{"categories":730},[],{"categories":732},[52],{"categories":734},[85],{"categories":736},[95],{"categories":738},[95],{"categories":740},[95],{"categories":742},[101],{"categories":744},[95],{"categories":746},[135],{"categories":748},[90],{"categories":750},[90],{"categories":752},[90],{"categories":754},[90],{"categories":756},[90],{"categories":758},[],{"categories":760},[],{"categories":762},[135],{"categories":764},[90],{"categories":766},[90],{"categories":768},[90],{"categories":770},[],{"categories":772},[52],{"categories":774},[],{"categories":776},[],{"categories":778},[101],{"categories":780},[85],{"categories":782},[],{"categories":784},[90],{"categories":786},[95],{"categories":788},[95],{"categories":790},[95],{"categories":792},[98],{"categories":794},[95],{"categories":796},[],{"categories":798},[90],{"categories":800},[90],{"categories":802},[52],{"categories":804},[],{"categories":806},[98],{"categories":808},[98],{"categories":810},[52],{"categories":812},[90],{"categories":814},[85],{"categories":816},[104],{"categories":818},[52],{"categories":820},[],{"categories":822},[52],{"categories":824},[52],{"categories":826},[104],{"categories":828},[52],{"categories":830},[52],{"categories":832},[52],{"categories":834},[98],{"categories":836},[90],{"categories":838},[52],{"categories":840},[52],{"categories":842},[90],{"categories":844},[95],{"categories":846},[135],{"categories":848},[85],{"categories":850},[52],{"categories":852},[135],{"categories":854},[135],{"categories":856},[],{"categories":858},[98],{"categories":860},[90],{"categories":862},[90],{"categories":864},[135],{"categories":866},[95],{"categories":868},[95],{"categories":870},[95],{"categories":872},[95],{"categories":874},[101],{"categories":876},[52],{"categories":878},[52],{"categories":880},[532],{"categories":882},[52],{"categories":884},[52],{"categories":886},[95],{"categories":888},[85],{"categories":890},[98],{"categories":892},[],{"categories":894},[85],{"categories":896},[85],{"categories":898},[],{"categories":900},[101],{"categories":902},[52],{"categories":904},[],{"categories":906},[],{"categories":908},[90],{"categories":910},[90],{"categories":912},[90],{"categories":914},[90],{"categories":916},[],{"categories":918},[90],{"categories":920},[52],{"categories":922},[52],{"categories":924},[],{"categories":926},[90],{"categories":928},[90],{"categories":930},[85],{"categories":932},[52],{"categories":934},[],{"categories":936},[],{"categories":938},[90],{"categories":940},[90],{"categories":942},[90],{"categories":944},[52],{"categories":946},[90],{"categories":948},[90],{"categories":950},[90],{"categories":952},[90],{"categories":954},[90],{"categories":956},[],{"categories":958},[95],{"categories":960},[52],{"categories":962},[98],{"categories":964},[85],{"categories":966},[95],{"categories":968},[52],{"categories":970},[],{"categories":972},[98],{"categories":974},[90],{"categories":976},[90],{"categories":978},[90],{"categories":980},[90],{"categories":982},[135],{"categories":984},[104],{"categories":986},[],{"categories":988},[52],{"categories":990},[95],{"categories":992},[95],{"categories":994},[95],{"categories":996},[445],{"categories":998},[95],{"categories":1000},[52],{"categories":1002},[52],{"categories":1004},[104],{"categories":1006},[445],{"categories":1008},[180],{"categories":1010},[52],{"categories":1012},[180],{"categories":1014},[],{"categories":1016},[98],{"categories":1018},[98],{"categories":1020},[101],{"categories":1022},[445],{"categories":1024},[95],{"categories":1026},[52],{"categories":1028},[52],{"categories":1030},[95],{"categories":1032},[95],{"categories":1034},[95],{"categories":1036},[135],{"categories":1038},[135],{"categories":1040},[95],{"categories":1042},[95],{"categories":1044},[],{"categories":1046},[95],{"categories":1048},[95],{"categories":1050},[52],{"categories":1052},[180],{"categories":1054},[95],{"categories":1056},[95],{"categories":1058},[95],{"categories":1060},[95],{"categories":1062},[85],{"categories":1064},[101],{"categories":1066},[90],{"categories":1068},[104],{"categories":1070},[445],{"categories":1072},[104],{"categories":1074},[180],{"categories":1076},[],{"categories":1078},[104],{"categories":1080},[],{"categories":1082},[],{"categories":1084},[104],{"categories":1086},[52],{"categories":1088},[],{"categories":1090},[],{"categories":1092},[],{"categories":1094},[85],{"categories":1096},[],{"categories":1098},[],{"categories":1100},[180],{"categories":1102},[52],{"categories":1104},[445],{"categories":1106},[52],{"categories":1108},[],{"categories":1110},[95],{"categories":1112},[135],{"categories":1114},[135],{"categories":1116},[98],{"categories":1118},[98],{"categories":1120},[98],{"categories":1122},[445],{"categories":1124},[104],{"categories":1126},[95],{"categories":1128},[85],{"categories":1130},[85],{"categories":1132},[104],{"categories":1134},[101],{"categories":1136},[180],{"categories":1138},[101],{"categories":1140},[],{"categories":1142},[52],{"categories":1144},[95],{"categories":1146},[95],{"categories":1148},[135],{"categories":1150},[95],{"categories":1152},[95],{"categories":1154},[101],{"categories":1156},[101],{"categories":1158},[95],{"categories":1160},[445],{"categories":1162},[52],{"categories":1164},[],{"categories":1166},[98],{"categories":1168},[95],{"categories":1170},[85],{"categories":1172},[95],{"categories":1174},[95],{"categories":1176},[],{"categories":1178},[52],{"categories":1180},[95],{"categories":1182},[95],{"categories":1184},[135],{"categories":1186},[95],{"categories":1188},[52],{"categories":1190},[],{"categories":1192},[95],{"categories":1194},[],{"categories":1196},[101],{"categories":1198},[135],{"categories":1200},[52],{"categories":1202},[104],{"categories":1204},[101],{"categories":1206},[135],{"categories":1208},[180],{"categories":1210},[135],{"categories":1212},[],{"categories":1214},[52],{"categories":1216},[52],{"categories":1218},[532],{"categories":1220},[104],{"categories":1222},[52,95],{"categories":1224},[95],{"categories":1226},[52],{"categories":1228},[95],{"categories":1230},[95,104],{"categories":1232},[95],{"categories":1234},[52],{"categories":1236},[],{"categories":1238},[135],{"categories":1240},[52],{"categories":1242},[95],{"categories":1244},[52],{"categories":1246},[],{"categories":1248},[104],{"categories":1250},[85],{"categories":1252},[95],{"categories":1254},[],{"categories":1256},[180],{"categories":1258},[104],{"categories":1260},[95],{"categories":1262},[104],{"categories":1264},[],{"categories":1266},[95],{"categories":1268},[],{"categories":1270},[95],{"categories":1272},[],{"categories":1274},[],{"categories":1276},[101],{"categories":1278},[135],{"categories":1280},[52],{"categories":1282},[95],{"categories":1284},[],{"categories":1286},[95],{"categories":1288},[104],{"categories":1290},[52],{"categories":1292},[52],{"categories":1294},[104],{"categories":1296},[104],{"categories":1298},[135],{"categories":1300},[85],{"categories":1302},[],{"categories":1304},[52],{"categories":1306},[52],{"categories":1308},[52],{"categories":1310},[95],{"categories":1312},[52],{"categories":1314},[],{"categories":1316},[101],{"categories":1318},[52],{"categories":1320},[95],{"categories":1322},[],{"categories":1324},[52],{"categories":1326},[],{"categories":1328},[52],{"categories":1330},[],{"categories":1332},[],{"categories":1334},[],{"categories":1336},[52],{"categories":1338},[52],{"categories":1340},[52],{"categories":1342},[52],{"categories":1344},[],{"categories":1346},[52],{"categories":1348},[52],{"categories":1350},[52],{"categories":1352},[],{"categories":1354},[52],{"categories":1356},[],{"categories":1358},[98],{"categories":1360},[52],{"categories":1362},[],{"categories":1364},[],{"categories":1366},[],{"categories":1368},[52],{"categories":1370},[90],{"categories":1372},[90],{"categories":1374},[],{"categories":1376},[95],{"categories":1378},[52],{"categories":1380},[],{"categories":1382},[52],{"categories":1384},[52],{"categories":1386},[90],{"categories":1388},[],{"categories":1390},[52],{"categories":1392},[90],{"categories":1394},[95],{"categories":1396},[52],{"categories":1398},[],{"categories":1400},[],{"categories":1402},[],{"categories":1404},[95],{"categories":1406},[95],{"categories":1408},[95],{"categories":1410},[95],{"categories":1412},[52],{"categories":1414},[101],{"categories":1416},[101],{"categories":1418},[95],{"categories":1420},[95],{"categories":1422},[135],{"categories":1424},[532],{"categories":1426},[135],{"categories":1428},[135],{"categories":1430},[52],{"categories":1432},[95],{"categories":1434},[52],{"categories":1436},[135],{"categories":1438},[52],{"categories":1440},[95],{"categories":1442},[95],{"categories":1444},[95],{"categories":1446},[95],{"categories":1448},[95],{"categories":1450},[52],{"categories":1452},[135],{"categories":1454},[135],{"categories":1456},[98],{"categories":1458},[95],{"categories":1460},[],{"categories":1462},[95],{"categories":1464},[],{"categories":1466},[90],{"categories":1468},[52],{"categories":1470},[],{"categories":1472},[85],{"categories":1474},[101],{"categories":1476},[101],{"categories":1478},[95],{"categories":1480},[95],{"categories":1482},[52],{"categories":1484},[52],{"categories":1486},[90],{"categories":1488},[90],{"categories":1490},[445],{"categories":1492},[95],{"categories":1494},[90],{"categories":1496},[],{"categories":1498},[52],{"categories":1500},[95],{"categories":1502},[95],{"categories":1504},[95],{"categories":1506},[95],{"categories":1508},[52],{"categories":1510},[52],{"categories":1512},[52],{"categories":1514},[52],{"categories":1516},[95],{"categories":1518},[95],{"categories":1520},[95],{"categories":1522},[95],{"categories":1524},[],{"categories":1526},[101],{"categories":1528},[52],{"categories":1530},[52],{"categories":1532},[52],{"categories":1534},[],{"categories":1536},[98],{"categories":1538},[],{"categories":1540},[135],{"categories":1542},[],{"categories":1544},[95],{"categories":1546},[135],{"categories":1548},[101],{"categories":1550},[135],{"categories":1552},[],{"categories":1554},[135],{"categories":1556},[135],{"categories":1558},[],{"categories":1560},[101],{"categories":1562},[95],{"categories":1564},[95],{"categories":1566},[135],{"categories":1568},[52],{"categories":1570},[52],{"categories":1572},[],{"categories":1574},[90],{"categories":1576},[],{"categories":1578},[98],{"categories":1580},[],{"categories":1582},[101],{"categories":1584},[90],{"categories":1586},[101],{"categories":1588},[101],{"categories":1590},[101],{"categories":1592},[101],{"categories":1594},[101],{"categories":1596},[101],{"categories":1598},[101],{"categories":1600},[101],{"categories":1602},[101],{"categories":1604},[101],{"categories":1606},[],{"categories":1608},[95],{"categories":1610},[101],{"categories":1612},[52],{"categories":1614},[52],{"categories":1616},[101],{"categories":1618},[101],{"categories":1620},[101],{"categories":1622},[101],{"categories":1624},[101],{"categories":1626},[101],{"categories":1628},[101],{"categories":1630},[52,101],{"categories":1632},[101],{"categories":1634},[101],{"categories":1636},[101],{"categories":1638},[101],{"categories":1640},[],{"categories":1642},[101],{"categories":1644},[101],{"categories":1646},[101],{"categories":1648},[101],{"categories":1650},[101],{"categories":1652},[101],{"categories":1654},[101],{"categories":1656},[101],{"categories":1658},[101],{"categories":1660},[101,52],{"categories":1662},[101],{"categories":1664},[101],{"categories":1666},[],{"categories":1668},[90],{"categories":1670},[],{"categories":1672},[52],{"categories":1674},[],{"categories":1676},[95],{"categories":1678},[445],{"categories":1680},[532],{"categories":1682},[95],{"categories":1684},[95],{"categories":1686},[],{"categories":1688},[95],{"categories":1690},[],{"categories":1692},[95],{"categories":1694},[],{"categories":1696},[],{"categories":1698},[52],{"categories":1700},[52],{"categories":1702},[52],{"categories":1704},[90],{"categories":1706},[90],{"categories":1708},[90],{"categories":1710},[90],{"categories":1712},[],{"categories":1714},[90],{"categories":1716},[],{"categories":1718},[90],{"categories":1720},[52],{"categories":1722},[90],{"categories":1724},[90],{"categories":1726},[90],{"categories":1728},[90],{"categories":1730},[52],{"categories":1732},[90],{"categories":1734},[95],{"categories":1736},[],{"categories":1738},[95],{"categories":1740},[90],{"categories":1742},[52],{"categories":1744},[90],{"categories":1746},[90],{"categories":1748},[90],{"categories":1750},[52],{"categories":1752},[52],{"categories":1754},[52],{"categories":1756},[],{"categories":1758},[],{"categories":1760},[52],{"categories":1762},[90],{"categories":1764},[],{"categories":1766},[52],{"categories":1768},[95],{"categories":1770},[52],{"categories":1772},[95],{"categories":1774},[95],{"categories":1776},[52],{"categories":1778},[],{"categories":1780},[],{"categories":1782},[95],{"categories":1784},[95],{"categories":1786},[95],{"categories":1788},[95],{"categories":1790},[95],{"categories":1792},[95],{"categories":1794},[95],{"categories":1796},[95],{"categories":1798},[],{"categories":1800},[95],{"categories":1802},[95],{"categories":1804},[95],{"categories":1806},[52],{"categories":1808},[52],{"categories":1810},[52],{"categories":1812},[90],{"categories":1814},[52],{"categories":1816},[52],{"categories":1818},[52],{"categories":1820},[95],{"categories":1822},[98],{"categories":1824},[98],{"categories":1826},[98],{"categories":1828},[95],{"categories":1830},[],{"categories":1832},[52],{"categories":1834},[],{"categories":1836},[],{"categories":1838},[52],{"categories":1840},[],{"categories":1842},[95],{"categories":1844},[101],{"categories":1846},[135],{"categories":1848},[180],{"categories":1850},[52],{"categories":1852},[95],{"categories":1854},[101],{"categories":1856},[],{"categories":1858},[95],{"categories":1860},[98,85],{"categories":1862},[95],{"categories":1864},[95],{"categories":1866},[445],{"categories":1868},[104],{"categories":1870},[98],{"categories":1872},[135],{"categories":1874},[52],{"categories":1876},[],{"categories":1878},[52],{"categories":1880},[],{"categories":1882},[52],{"categories":1884},[52],{"categories":1886},[95],{"categories":1888},[],{"categories":1890},[52],{"categories":1892},[95],{"categories":1894},[52],{"categories":1896},[135],{"categories":1898},[95],{"categories":1900},[52],{"categories":1902},[52,135],{"categories":1904},[135],{"categories":1906},[],{"categories":1908},[52],{"categories":1910},[52],{"categories":1912},[52],{"categories":1914},[],{"categories":1916},[],{"categories":1918},[95],{"categories":1920},[98],{"categories":1922},[90],{"categories":1924},[95],{"categories":1926},[52],{"categories":1928},[90],{"categories":1930},[],{"categories":1932},[135],{"categories":1934},[90],{"categories":1936},[],{"categories":1938},[180],{"categories":1940},[98],{"categories":1942},[85],{"categories":1944},[90],{"categories":1946},[52],{"categories":1948},[95],{"categories":1950},[52],{"categories":1952},[95],{"categories":1954},[95],{"categories":1956},[90],{"categories":1958},[135],{"categories":1960},[101],{"categories":1962},[85],{"categories":1964},[52],{"categories":1966},[52],{"categories":1968},[],{"categories":1970},[],{"categories":1972},[52],{"categories":1974},[],{"categories":1976},[52],{"categories":1978},[90],{"categories":1980},[],{"categories":1982},[95],{"categories":1984},[135],{"categories":1986},[90],{"categories":1988},[135],{"categories":1990},[95],{"categories":1992},[52],{"categories":1994},[],{"categories":1996},[95],{"categories":1998},[95],{"categories":2000},[101],{"categories":2002},[95],{"categories":2004},[101],{"categories":2006},[95],{"categories":2008},[95],{"categories":2010},[101],{"categories":2012},[],{"categories":2014},[],{"categories":2016},[101],{"categories":2018},[101],{"categories":2020},[101],{"categories":2022},[104],{"categories":2024},[135],{"categories":2026},[135],{"categories":2028},[95],{"categories":2030},[90],{"categories":2032},[135],{"categories":2034},[135],{"categories":2036},[98],{"categories":2038},[101],{"categories":2040},[95],{"categories":2042},[95],{"categories":2044},[52],{"categories":2046},[135],{"categories":2048},[52],{"categories":2050},[],{"categories":2052},[445],{"categories":2054},[532],{"categories":2056},[],{"categories":2058},[],{"categories":2060},[95],{"categories":2062},[90],{"categories":2064},[98],{"categories":2066},[98],{"categories":2068},[180],{"categories":2070},[101],{"categories":2072},[180],{"categories":2074},[180],{"categories":2076},[95],{"categories":2078},[],{"categories":2080},[],{"categories":2082},[180],{"categories":2084},[104],{"categories":2086},[52],{"categories":2088},[104],{"categories":2090},[180],{"categories":2092},[104],{"categories":2094},[180],{"categories":2096},[85],{"categories":2098},[104],{"categories":2100},[135],{"categories":2102},[52],{"categories":2104},[],{"categories":2106},[180],{"categories":2108},[445],{"categories":2110},[],{"categories":2112},[52],{"categories":2114},[52],{"categories":2116},[],{"categories":2118},[],{"categories":2120},[52],{"categories":2122},[52],{"categories":2124},[90],{"categories":2126},[52],{"categories":2128},[],{"categories":2130},[90],{"categories":2132},[],{"categories":2134},[],{"categories":2136},[90],{"categories":2138},[90],{"categories":2140},[52],{"categories":2142},[52],{"categories":2144},[52],{"categories":2146},[52],{"categories":2148},[52],{"categories":2150},[52],{"categories":2152},[98],{"categories":2154},[],{"categories":2156},[52],{"categories":2158},[],{"categories":2160},[],{"categories":2162},[95],{"categories":2164},[135],{"categories":2166},[],{"categories":2168},[445],{"categories":2170},[52,445],{"categories":2172},[52],{"categories":2174},[],{"categories":2176},[101],{"categories":2178},[101],{"categories":2180},[101],{"categories":2182},[101],{"categories":2184},[101],{"categories":2186},[],{"categories":2188},[],{"categories":2190},[],{"categories":2192},[104],{"categories":2194},[95],{"categories":2196},[85],{"categories":2198},[104],{"categories":2200},[135],{"categories":2202},[101],{"categories":2204},[],{"categories":2206},[98],{"categories":2208},[532],{"categories":2210},[180],{"categories":2212},[180],{"categories":2214},[180],{"categories":2216},[135],{"categories":2218},[532],{"categories":2220},[135],{"categories":2222},[],{"categories":2224},[85],{"categories":2226},[104],{"categories":2228},[52],{"categories":2230},[101],{"categories":2232},[98],{"categories":2234},[104],{"categories":2236},[98],{"categories":2238},[52],{"categories":2240},[101],{"categories":2242},[104],{"categories":2244},[445],{"categories":2246},[52],{"categories":2248},[90],{"categories":2250},[104],{"categories":2252},[],{"categories":2254},[52],{"categories":2256},[104],{"categories":2258},[104],{"categories":2260},[95],{"categories":2262},[],{"categories":2264},[98],{"categories":2266},[98],{"categories":2268},[98],{"categories":2270},[95],{"categories":2272},[52],{"categories":2274},[],{"categories":2276},[85],{"categories":2278},[135],{"categories":2280},[135],{"categories":2282},[180],{"categories":2284},[85],{"categories":2286},[90],{"categories":2288},[180],{"categories":2290},[],{"categories":2292},[90],{"categories":2294},[90],{"categories":2296},[90],{"categories":2298},[52],{"categories":2300},[85],{"categories":2302},[52],{"categories":2304},[],{"categories":2306},[],{"categories":2308},[],{"categories":2310},[104],{"categories":2312},[95],{"categories":2314},[],{"categories":2316},[135],{"categories":2318},[101],{"categories":2320},[],{"categories":2322},[98],{"categories":2324},[],{"categories":2326},[101],{"categories":2328},[52],{"categories":2330},[135],{"categories":2332},[85],{"categories":2334},[],{"categories":2336},[101],{"categories":2338},[101],{"categories":2340},[52],{"categories":2342},[],{"categories":2344},[],{"categories":2346},[104],{"categories":2348},[52],{"categories":2350},[],{"categories":2352},[95],{"categories":2354},[52],{"categories":2356},[],{"categories":2358},[104],{"categories":2360},[95],{"categories":2362},[52],{"categories":2364},[180],{"categories":2366},[52],{"categories":2368},[],{"categories":2370},[180],{"categories":2372},[52],{"categories":2374},[104],{"categories":2376},[52],{"categories":2378},[180],{"categories":2380},[95],{"categories":2382},[52],{"categories":2384},[52],{"categories":2386},[52,95],{"categories":2388},[95],{"categories":2390},[95],{"categories":2392},[95],{"categories":2394},[101],{"categories":2396},[135],{"categories":2398},[52],{"categories":2400},[135],{"categories":2402},[101],{"categories":2404},[52],{"categories":2406},[],{"categories":2408},[],{"categories":2410},[52],{"categories":2412},[52],{"categories":2414},[52],{"categories":2416},[95],{"categories":2418},[52],{"categories":2420},[],{"categories":2422},[52],{"categories":2424},[52],{"categories":2426},[95],{"categories":2428},[95],{"categories":2430},[52],{"categories":2432},[52],{"categories":2434},[],{"categories":2436},[52],{"categories":2438},[],{"categories":2440},[52],{"categories":2442},[52],{"categories":2444},[52],{"categories":2446},[52],{"categories":2448},[52],{"categories":2450},[52],{"categories":2452},[52],{"categories":2454},[],{"categories":2456},[52],{"categories":2458},[90],{"categories":2460},[90],{"categories":2462},[],{"categories":2464},[],{"categories":2466},[52],{"categories":2468},[],{"categories":2470},[52],{"categories":2472},[52,445],{"categories":2474},[],{"categories":2476},[90],{"categories":2478},[],{"categories":2480},[52],{"categories":2482},[],{"categories":2484},[],{"categories":2486},[],{"categories":2488},[52],{"categories":2490},[],{"categories":2492},[52],{"categories":2494},[],{"categories":2496},[52],{"categories":2498},[52],{"categories":2500},[],{"categories":2502},[],{"categories":2504},[52,445],{"categories":2506},[445,52],{"categories":2508},[90],{"categories":2510},[],{"categories":2512},[52],{"categories":2514},[],{"categories":2516},[52],{"categories":2518},[52],{"categories":2520},[],{"categories":2522},[90],{"categories":2524},[52,85],{"categories":2526},[90],{"categories":2528},[104],{"categories":2530},[],{"categories":2532},[95],{"categories":2534},[52],{"categories":2536},[98],{"categories":2538},[52],{"categories":2540},[135],{"categories":2542},[135],{"categories":2544},[445],{"categories":2546},[90],{"categories":2548},[52],{"categories":2550},[445],{"categories":2552},[104],{"categories":2554},[52],{"categories":2556},[135],{"categories":2558},[],{"categories":2560},[52],{"categories":2562},[],{"categories":2564},[],{"categories":2566},[52],{"categories":2568},[],{"categories":2570},[52],{"categories":2572},[104],{"categories":2574},[85],{"categories":2576},[135],{"categories":2578},[98],{"categories":2580},[95],{"categories":2582},[135],{"categories":2584},[],{"categories":2586},[98],{"categories":2588},[],{"categories":2590},[],{"categories":2592},[52],{"categories":2594},[90],{"categories":2596},[98],{"categories":2598},[],{"categories":2600},[52],{"categories":2602},[90],{"categories":2604},[90],{"categories":2606},[98],{"categories":2608},[90],{"categories":2610},[52],{"categories":2612},[90],{"categories":2614},[52],{"categories":2616},[],{"categories":2618},[52],{"categories":2620},[52],{"categories":2622},[52],{"categories":2624},[90],{"categories":2626},[],{"categories":2628},[],{"categories":2630},[101],{"categories":2632},[90],{"categories":2634},[],{"categories":2636},[52],{"categories":2638},[52],{"categories":2640},[52],{"categories":2642},[52],{"categories":2644},[52],{"categories":2646},[52],{"categories":2648},[52],{"categories":2650},[52],{"categories":2652},[52],{"categories":2654},[98],{"categories":2656},[52,101],{"categories":2658},[90],{"categories":2660},[90],{"categories":2662},[52],{"categories":2664},[104],{"categories":2666},[180],{"categories":2668},[52],{"categories":2670},[52],{"categories":2672},[],{"categories":2674},[],{"categories":2676},[52],{"categories":2678},[52],{"categories":2680},[],{"categories":2682},[101],{"categories":2684},[101],{"categories":2686},[135],{"categories":2688},[52],{"categories":2690},[135],{"categories":2692},[52],{"categories":2694},[52],{"categories":2696},[],{"categories":2698},[52],{"categories":2700},[],{"categories":2702},[],{"categories":2704},[52],{"categories":2706},[],{"categories":2708},[],{"categories":2710},[90],{"categories":2712},[],{"categories":2714},[52],{"categories":2716},[52],{"categories":2718},[52],{"categories":2720},[],{"categories":2722},[52],{"categories":2724},[90],{"categories":2726},[532],{"categories":2728},[95],{"categories":2730},[52],{"categories":2732},[],{"categories":2734},[95],{"categories":2736},[52],{"categories":2738},[],{"categories":2740},[52],{"categories":2742},[],{"categories":2744},[95],{"categories":2746},[],{"categories":2748},[],{"categories":2750},[95],{"categories":2752},[95],{"categories":2754},[95],{"categories":2756},[52],{"categories":2758},[],{"categories":2760},[95],{"categories":2762},[95],{"categories":2764},[],{"categories":2766},[],{"categories":2768},[95],{"categories":2770},[52],{"categories":2772},[90],{"categories":2774},[532],{"categories":2776},[98],{"categories":2778},[],{"categories":2780},[101],{"categories":2782},[52],{"categories":2784},[52],{"categories":2786},[85],{"categories":2788},[90],{"categories":2790},[90],{"categories":2792},[90],{"categories":2794},[90],{"categories":2796},[],{"categories":2798},[95],{"categories":2800},[95],{"categories":2802},[95],{"categories":2804},[95],{"categories":2806},[135],{"categories":2808},[52],{"categories":2810},[85],{"categories":2812},[],{"categories":2814},[135],{"categories":2816},[95],{"categories":2818},[101],{"categories":2820},[101],{"categories":2822},[101],{"categories":2824},[101],{"categories":2826},[101],{"categories":2828},[101],{"categories":2830},[52,85],{"categories":2832},[95],{"categories":2834},[85],{"categories":2836},[90],{"categories":2838},[90],{"categories":2840},[135],{"categories":2842},[],{"categories":2844},[],{"categories":2846},[98],{"categories":2848},[],{"categories":2850},[52],{"categories":2852},[98],{"categories":2854},[52],{"categories":2856},[104],{"categories":2858},[95],{"categories":2860},[85],{"categories":2862},[95],{"categories":2864},[104],{"categories":2866},[135],{"categories":2868},[95],{"categories":2870},[],{"categories":2872},[135],{"categories":2874},[],{"categories":2876},[],{"categories":2878},[95],{"categories":2880},[95],{"categories":2882},[95],{"categories":2884},[52],{"categories":2886},[52],{"categories":2888},[52],{"categories":2890},[52],{"categories":2892},[52],{"categories":2894},[],{"categories":2896},[445],{"categories":2898},[52],{"categories":2900},[],{"categories":2902},[],{"categories":2904},[],{"categories":2906},[135],{"categories":2908},[],{"categories":2910},[52],{"categories":2912},[],{"categories":2914},[90],{"categories":2916},[52],{"categories":2918},[90],{"categories":2920},[52],{"categories":2922},[95],{"categories":2924},[],{"categories":2926},[52],{"categories":2928},[52],{"categories":2930},[],{"categories":2932},[180],{"categories":2934},[180],{"categories":2936},[104],{"categories":2938},[101],{"categories":2940},[],{"categories":2942},[52],{"categories":2944},[95],{"categories":2946},[],{"categories":2948},[],{"categories":2950},[52],{"categories":2952},[104],{"categories":2954},[95],{"categories":2956},[85],{"categories":2958},[135,104],{"categories":2960},[104],{"categories":2962},[52],{"categories":2964},[95],{"categories":2966},[],{"categories":2968},[],{"categories":2970},[],{"categories":2972},[],{"categories":2974},[],{"categories":2976},[],{"categories":2978},[52],{"categories":2980},[],{"categories":2982},[],{"categories":2984},[52],{"categories":2986},[],{"categories":2988},[],{"categories":2990},[],{"categories":2992},[52],{"categories":2994},[90],{"categories":2996},[],{"categories":2998},[],{"categories":3000},[],{"categories":3002},[52],{"categories":3004},[],{"categories":3006},[52],{"categories":3008},[52],{"categories":3010},[],{"categories":3012},[52],{"categories":3014},[104],{"categories":3016},[],{"categories":3018},[135],{"categories":3020},[135],{"categories":3022},[],{"categories":3024},[98],{"categories":3026},[],{"categories":3028},[],{"categories":3030},[],{"categories":3032},[101],{"categories":3034},[90],{"categories":3036},[95],{"categories":3038},[52],{"categories":3040},[85],{"categories":3042},[52],{"categories":3044},[],{"categories":3046},[],{"categories":3048},[85],{"categories":3050},[98],{"categories":3052},[95],{"categories":3054},[],{"categories":3056},[445],{"categories":3058},[],{"categories":3060},[98],{"categories":3062},[52],{"categories":3064},[52],{"categories":3066},[98],{"categories":3068},[52],{"categories":3070},[101],{"categories":3072},[95],{"categories":3074},[52],{"categories":3076},[95],{"categories":3078},[52],{"categories":3080},[95],{"categories":3082},[135],{"categories":3084},[135],{"categories":3086},[101],{"categories":3088},[],{"categories":3090},[52],{"categories":3092},[52],{"categories":3094},[98],{"categories":3096},[532],{"categories":3098},[135],{"categories":3100},[90],{"categories":3102},[52],{"categories":3104},[90],{"categories":3106},[52],{"categories":3108},[52],{"categories":3110},[],{"categories":3112},[52],{"categories":3114},[],{"categories":3116},[52],{"categories":3118},[98],{"categories":3120},[52],{"categories":3122},[52],{"categories":3124},[52],{"categories":3126},[],{"categories":3128},[52],{"categories":3130},[52],{"categories":3132},[532],{"categories":3134},[],{"categories":3136},[90],{"categories":3138},[445],{"categories":3140},[104],{"categories":3142},[],{"categories":3144},[180],{"categories":3146},[],{"categories":3148},[],{"categories":3150},[90],{"categories":3152},[52],{"categories":3154},[],{"categories":3156},[52],{"categories":3158},[52],{"categories":3160},[95],{"categories":3162},[52],{"categories":3164},[90],{"categories":3166},[90],{"categories":3168},[101],{"categories":3170},[101],{"categories":3172},[101],{"categories":3174},[52],{"categories":3176},[180],{"categories":3178},[90],{"categories":3180},[135],{"categories":3182},[],{"categories":3184},[101],{"categories":3186},[101],{"categories":3188},[445],{"categories":3190},[101],{"categories":3192},[101],{"categories":3194},[95],{"categories":3196},[90],{"categories":3198},[445],{"categories":3200},[52],{"categories":3202},[52],{"categories":3204},[52],{"categories":3206},[52],{"categories":3208},[],{"categories":3210},[95],{"categories":3212},[52],{"categories":3214},[101],{"categories":3216},[],{"categories":3218},[],{"categories":3220},[90],{"categories":3222},[],{"categories":3224},[95],{"categories":3226},[95],{"categories":3228},[95],{"categories":3230},[95],{"categories":3232},[95],{"categories":3234},[95],{"categories":3236},[95],{"categories":3238},[95],{"categories":3240},[],{"categories":3242},[],{"categories":3244},[52],{"categories":3246},[],{"categories":3248},[95],{"categories":3250},[135],{"categories":3252},[135],{"categories":3254},[180],{"categories":3256},[85],{"categories":3258},[],{"categories":3260},[],{"categories":3262},[],{"categories":3264},[101],{"categories":3266},[52],{"categories":3268},[],{"categories":3270},[85],{"categories":3272},[85],{"categories":3274},[101],{"categories":3276},[135],{"categories":3278},[180],{"categories":3280},[101],{"categories":3282},[101],{"categories":3284},[],{"categories":3286},[95],{"categories":3288},[85],{"categories":3290},[85],{"categories":3292},[52],{"categories":3294},[95],{"categories":3296},[104],{"categories":3298},[101],{"categories":3300},[],{"categories":3302},[98],{"categories":3304},[180],{"categories":3306},[90],{"categories":3308},[90],{"categories":3310},[90],{"categories":3312},[445],{"categories":3314},[],{"categories":3316},[95],{"categories":3318},[],{"categories":3320},[95],{"categories":3322},[95],{"categories":3324},[52],{"categories":3326},[52],{"categories":3328},[104],{"categories":3330},[95],{"categories":3332},[104],{"categories":3334},[],{"categories":3336},[95],{"categories":3338},[101],{"categories":3340},[101],{"categories":3342},[101],{"categories":3344},[52],{"categories":3346},[95],{"categories":3348},[52],{"categories":3350},[85],{"categories":3352},[90],{"categories":3354},[101],{"categories":3356},[90],{"categories":3358},[52],{"categories":3360},[],{"categories":3362},[90],{"categories":3364},[95],{"categories":3366},[90],{"categories":3368},[90],{"categories":3370},[90],{"categories":3372},[90],{"categories":3374},[],{"categories":3376},[],{"categories":3378},[90],{"categories":3380},[90],{"categories":3382},[],{"categories":3384},[90],{"categories":3386},[90],{"categories":3388},[52],{"categories":3390},[52],{"categories":3392},[90],{"categories":3394},[90],{"categories":3396},[52],{"categories":3398},[],{"categories":3400},[52],{"categories":3402},[95],{"categories":3404},[52],{"categories":3406},[52],{"categories":3408},[],{"categories":3410},[52],{"categories":3412},[52],{"categories":3414},[52],{"categories":3416},[90],{"categories":3418},[],{"categories":3420},[],{"categories":3422},[],{"categories":3424},[],{"categories":3426},[52],{"categories":3428},[52],{"categories":3430},[],{"categories":3432},[98],{"categories":3434},[90],{"categories":3436},[],{"categories":3438},[],{"categories":3440},[],{"categories":3442},[],{"categories":3444},[],{"categories":3446},[52],{"categories":3448},[],{"categories":3450},[],{"categories":3452},[52],{"categories":3454},[],{"categories":3456},[95],{"categories":3458},[95],{"categories":3460},[95],{"categories":3462},[85],{"categories":3464},[],{"categories":3466},[98],{"categories":3468},[104],{"categories":3470},[104],{"categories":3472},[445],{"categories":3474},[90],{"categories":3476},[],{"categories":3478},[52],{"categories":3480},[52],{"categories":3482},[85],{"categories":3484},[],{"categories":3486},[85],{"categories":3488},[],{"categories":3490},[],{"categories":3492},[],{"categories":3494},[104],{"categories":3496},[95],{"categories":3498},[95],{"categories":3500},[95],{"categories":3502},[95],{"categories":3504},[95],{"categories":3506},[],{"categories":3508},[90],{"categories":3510},[52],{"categories":3512},[52],{"categories":3514},[52],{"categories":3516},[],{"categories":3518},[85],{"categories":3520},[],{"categories":3522},[101],{"categories":3524},[180],{"categories":3526},[101],{"categories":3528},[],{"categories":3530},[],{"categories":3532},[52],{"categories":3534},[95],{"categories":3536},[],{"categories":3538},[52],{"categories":3540},[52],{"categories":3542},[52],{"categories":3544},[95],{"categories":3546},[95],{"categories":3548},[52],{"categories":3550},[180],{"categories":3552},[95],{"categories":3554},[],{"categories":3556},[52],{"categories":3558},[],{"categories":3560},[532],{"categories":3562},[104],{"categories":3564},[180],{"categories":3566},[104],{"categories":3568},[445],{"categories":3570},[52],{"categories":3572},[104],{"categories":3574},[90],{"categories":3576},[445],{"categories":3578},[104],{"categories":3580},[101],{"categories":3582},[101],{"categories":3584},[],{"categories":3586},[104],{"categories":3588},[],{"categories":3590},[135],{"categories":3592},[104],{"categories":3594},[],{"categories":3596},[180],{"categories":3598},[180],{"categories":3600},[532],{"categories":3602},[],{"categories":3604},[52],{"categories":3606},[104],{"categories":3608},[445],{"categories":3610},[95],{"categories":3612},[95],{"categories":3614},[180],{"categories":3616},[52],{"categories":3618},[135],{"categories":3620},[52],{"categories":3622},[],{"categories":3624},[],{"categories":3626},[],{"categories":3628},[98],{"categories":3630},[52],{"categories":3632},[101],{"categories":3634},[104],{"categories":3636},[104],{"categories":3638},[52],{"categories":3640},[98],{"categories":3642},[135],{"categories":3644},[52],{"categories":3646},[104],{"categories":3648},[52],{"categories":3650},[104],{"categories":3652},[135],{"categories":3654},[135],{"categories":3656},[95],{"categories":3658},[135],{"categories":3660},[104],{"categories":3662},[85],{"categories":3664},[104],{"categories":3666},[104],{"categories":3668},[104],{"categories":3670},[104],{"categories":3672},[],{"categories":3674},[90],{"categories":3676},[],{"categories":3678},[180],{"categories":3680},[52],{"categories":3682},[52],{"categories":3684},[],{"categories":3686},[],{"categories":3688},[],{"categories":3690},[52],{"categories":3692},[90],{"categories":3694},[52],{"categories":3696},[52],{"categories":3698},[],{"categories":3700},[52],{"categories":3702},[101],{"categories":3704},[52],{"categories":3706},[52],{"categories":3708},[52],{"categories":3710},[],{"categories":3712},[],{"categories":3714},[],{"categories":3716},[445],{"categories":3718},[445],{"categories":3720},[85],{"categories":3722},[95],{"categories":3724},[85,98],{"categories":3726},[52],{"categories":3728},[90],{"categories":3730},[],{"categories":3732},[101],{"categories":3734},[180],{"categories":3736},[52],{"categories":3738},[104],{"categories":3740},[52],{"categories":3742},[],{"categories":3744},[180],{"categories":3746},[445],{"categories":3748},[95],{"categories":3750},[85],{"categories":3752},[445],{"categories":3754},[95],{"categories":3756},[135],{"categories":3758},[95],{"categories":3760},[135],{"categories":3762},[52],{"categories":3764},[135],{"categories":3766},[135],{"categories":3768},[104],{"categories":3770},[180],{"categories":3772},[52],{"categories":3774},[98],{"categories":3776},[],{"categories":3778},[52],{"categories":3780},[101],{"categories":3782},[180],{"categories":3784},[85],{"categories":3786},[52],{"categories":3788},[180],{"categories":3790},[135],{"categories":3792},[52],{"categories":3794},[52],{"categories":3796},[180],{"categories":3798},[52],{"categories":3800},[135],{"categories":3802},[52],{"categories":3804},[],{"categories":3806},[52],{"categories":3808},[52],{"categories":3810},[52],{"categories":3812},[52],{"categories":3814},[],{"categories":3816},[95],{"categories":3818},[445],{"categories":3820},[],{"categories":3822},[],{"categories":3824},[52],{"categories":3826},[85],{"categories":3828},[98],{"categories":3830},[85],{"categories":3832},[85],{"categories":3834},[95],{"categories":3836},[],{"categories":3838},[52],{"categories":3840},[90],{"categories":3842},[52],{"categories":3844},[52],{"categories":3846},[],{"categories":3848},[95],{"categories":3850},[90],{"categories":3852},[52,445],{"categories":3854},[95,445],{"categories":3856},[445],{"categories":3858},[52],{"categories":3860},[95],{"categories":3862},[95],{"categories":3864},[104],{"categories":3866},[104],{"categories":3868},[104],{"categories":3870},[52],{"categories":3872},[101],{"categories":3874},[95],{"categories":3876},[],{"categories":3878},[445],{"categories":3880},[],{"categories":3882},[445],{"categories":3884},[445],{"categories":3886},[85],{"categories":3888},[95],{"categories":3890},[],{"categories":3892},[445],{"categories":3894},[52],{"categories":3896},[90],{"categories":3898},[52],{"categories":3900},[101],{"categories":3902},[104],{"categories":3904},[104],{"categories":3906},[104],{"categories":3908},[445],{"categories":3910},[],{"categories":3912},[],{"categories":3914},[],{"categories":3916},[52],{"categories":3918},[104],{"categories":3920},[52],{"categories":3922},[104],{"categories":3924},[445],{"categories":3926},[445],{"categories":3928},[52],{"categories":3930},[95],{"categories":3932},[],{"categories":3934},[52],{"categories":3936},[52],{"categories":3938},[52],{"categories":3940},[],{"categories":3942},[],{"categories":3944},[445],{"categories":3946},[445],{"categories":3948},[52,445],{"categories":3950},[95],{"categories":3952},[95],{"categories":3954},[95],{"categories":3956},[95],{"categories":3958},[95],{"categories":3960},[95],{"categories":3962},[],{"categories":3964},[104],{"categories":3966},[52],{"categories":3968},[104],{"categories":3970},[98],{"categories":3972},[52],{"categories":3974},[532],{"categories":3976},[532],{"categories":3978},[95],{"categories":3980},[104],{"categories":3982},[],{"categories":3984},[95],{"categories":3986},[52],{"categories":3988},[],{"categories":3990},[101],{"categories":3992},[],{"categories":3994},[52],{"categories":3996},[95],{"categories":3998},[90],{"categories":4000},[52],{"categories":4002},[],{"categories":4004},[],{"categories":4006},[101],{"categories":4008},[101],{"categories":4010},[135],{"categories":4012},[101],{"categories":4014},[95],{"categories":4016},[],{"categories":4018},[95],{"categories":4020},[90],{"categories":4022},[52],{"categories":4024},[52],{"categories":4026},[],{"categories":4028},[52],{"categories":4030},[135],{"categories":4032},[52],{"categories":4034},[],{"categories":4036},[180],{"categories":4038},[104],{"categories":4040},[104],{"categories":4042},[85],{"categories":4044},[85],{"categories":4046},[85],{"categories":4048},[95],{"categories":4050},[85],{"categories":4052},[95],{"categories":4054},[445],{"categories":4056},[532],{"categories":4058},[90],{"categories":4060},[90],{"categories":4062},[90],{"categories":4064},[445],{"categories":4066},[90,85],{"categories":4068},[180],{"categories":4070},[95],{"categories":4072},[],{"categories":4074},[52],{"categories":4076},[],{"categories":4078},[104],{"categories":4080},[180],{"categories":4082},[101],{"categories":4084},[104],{"categories":4086},[135],{"categories":4088},[],{"categories":4090},[95],{"categories":4092},[],{"categories":4094},[532],{"categories":4096},[],{"categories":4098},[101],{"categories":4100},[101],{"categories":4102},[180],{"categories":4104},[],{"categories":4106},[52],{"categories":4108},[180],{"categories":4110},[],{"categories":4112},[52],{"categories":4114},[52],{"categories":4116},[],{"categories":4118},[135],{"categories":4120},[52],{"categories":4122},[],{"categories":4124},[52],{"categories":4126},[],{"categories":4128},[],{"categories":4130},[95],{"categories":4132},[95],{"categories":4134},[],{"categories":4136},[104],{"categories":4138},[104],{"categories":4140},[104],{"categories":4142},[52,95],{"categories":4144},[95],{"categories":4146},[95],{"categories":4148},[95],{"categories":4150},[180],{"categories":4152},[180],{"categories":4154},[],{"categories":4156},[90],{"categories":4158},[52],{"categories":4160},[180],{"categories":4162},[180],{"categories":4164},[90],{"categories":4166},[85],{"categories":4168},[95],{"categories":4170},[104],{"categories":4172},[52],{"categories":4174},[52],{"categories":4176},[95],{"categories":4178},[104],{"categories":4180},[95],{"categories":4182},[52],{"categories":4184},[98],{"categories":4186},[],{"categories":4188},[52],{"categories":4190},[],{"categories":4192},[52],{"categories":4194},[52],{"categories":4196},[104],{"categories":4198},[],{"categories":4200},[180],{"categories":4202},[52],{"categories":4204},[95],{"categories":4206},[95],{"categories":4208},[104],{"categories":4210},[135],{"categories":4212},[135],{"categories":4214},[90],{"categories":4216},[52],{"categories":4218},[95],{"categories":4220},[],{"categories":4222},[95],{"categories":4224},[52],{"categories":4226},[90],{"categories":4228},[52],{"categories":4230},[52],{"categories":4232},[52],{"categories":4234},[95],{"categories":4236},[180],{"categories":4238},[52],{"categories":4240},[101],{"categories":4242},[52],{"categories":4244},[52],{"categories":4246},[52],{"categories":4248},[52],{"categories":4250},[],{"categories":4252},[52],{"categories":4254},[180],{"categories":4256},[101],{"categories":4258},[52],{"categories":4260},[101],{"categories":4262},[],{"categories":4264},[],{"categories":4266},[],{"categories":4268},[52],{"categories":4270},[],{"categories":4272},[],{"categories":4274},[],{"categories":4276},[],{"categories":4278},[95],{"categories":4280},[135],{"categories":4282},[95],{"categories":4284},[95],{"categories":4286},[104],{"categories":4288},[85],{"categories":4290},[52],{"categories":4292},[52],{"categories":4294},[52],{"categories":4296},[85],{"categories":4298},[135],{"categories":4300},[],{"categories":4302},[180],{"categories":4304},[98],{"categories":4306},[52],{"categories":4308},[101],{"categories":4310},[135],{"categories":4312},[135],{"categories":4314},[532],{"categories":4316},[95],{"categories":4318},[52],{"categories":4320},[52],{"categories":4322},[135],{"categories":4324},[52],{"categories":4326},[],{"categories":4328},[],{"categories":4330},[445],{"categories":4332},[101],{"categories":4334},[135],{"categories":4336},[52],{"categories":4338},[90],{"categories":4340},[135],{"categories":4342},[85],{"categories":4344},[95],{"categories":4346},[95],{"categories":4348},[90],{"categories":4350},[52],{"categories":4352},[],{"categories":4354},[],{"categories":4356},[],{"categories":4358},[52],{"categories":4360},[],{"categories":4362},[90],{"categories":4364},[],{"categories":4366},[52],{"categories":4368},[],{"categories":4370},[90],{"categories":4372},[95],{"categories":4374},[52],{"categories":4376},[445],{"categories":4378},[52],{"categories":4380},[135],{"categories":4382},[52],{"categories":4384},[135],{"categories":4386},[135],{"categories":4388},[],{"categories":4390},[],{"categories":4392},[135],{"categories":4394},[135],{"categories":4396},[135],{"categories":4398},[],{"categories":4400},[135],{"categories":4402},[95],{"categories":4404},[95],{"categories":4406},[],{"categories":4408},[52],{"categories":4410},[98],{"categories":4412},[180],{"categories":4414},[52],{"categories":4416},[],{"categories":4418},[135],{"categories":4420},[52],{"categories":4422},[532],{"categories":4424},[135],{"categories":4426},[135],{"categories":4428},[98],{"categories":4430},[104],{"categories":4432},[104],{"categories":4434},[],{"categories":4436},[104],{"categories":4438},[52],{"categories":4440},[],{"categories":4442},[],{"categories":4444},[95],{"categories":4446},[],{"categories":4448},[95],{"categories":4450},[95],{"categories":4452},[90],{"categories":4454},[52],{"categories":4456},[90],{"categories":4458},[135],{"categories":4460},[90],{"categories":4462},[104],{"categories":4464},[104],{"categories":4466},[104],{"categories":4468},[90],{"categories":4470},[52],{"categories":4472},[95],{"categories":4474},[445],{"categories":4476},[85],{"categories":4478},[445],{"categories":4480},[445],{"categories":4482},[104],{"categories":4484},[445],{"categories":4486},[445],[4488,4579,4737,4835],{"id":4489,"title":4490,"ai":4491,"body":4496,"categories":4545,"created_at":53,"date_modified":53,"description":45,"extension":54,"faq":53,"featured":55,"kicker_label":53,"meta":4546,"navigation":63,"path":4566,"published_at":4567,"question":53,"scraped_at":4568,"seo":4569,"sitemap":4570,"source_id":4571,"source_name":4572,"source_type":71,"source_url":4573,"stem":4574,"tags":4575,"thumbnail_url":53,"tldr":4576,"tweet":53,"unknown_tags":4577,"__hash__":4578},"summaries\u002Fsummaries\u002Ffree-nvidia-nim-access-to-deepseek-v4-pro-flash-fo-summary.md","Free NVIDIA NIM Access to DeepSeek V4 Pro\u002FFlash for Dev Testing",{"provider":7,"model":8,"input_tokens":4492,"output_tokens":4493,"processing_time_ms":4494,"cost_usd":4495},5966,1603,16368,0.00197205,{"type":14,"value":4497,"toc":4540},[4498,4502,4505,4508,4512,4522,4530,4534,4537],[17,4499,4501],{"id":4500},"model-capabilities-and-task-matching","Model Capabilities and Task Matching",[22,4503,4504],{},"DeepSeek V4 Pro, a 1.6 trillion total parameter Mixture-of-Experts model with 49 billion active parameters, excels at demanding tasks like hard reasoning, complex coding, long-context agents, tool use, and document analysis—backed by its 1 million token context window. Pair it with 'max' reasoning effort for toughest problems or 'high' (default) for standard coding. DeepSeek V4 Flash, at 284 billion total parameters and 13 billion active, prioritizes speed and efficiency for lighter workloads like summarization, routing, chat, quick scripts, or simple edits, while retaining the 1M token context. Use 'none' reasoning effort here for fastest non-thinking responses. This split avoids overkill: Flash handles 80% of routine tasks cheaper and quicker, reserving Pro for agentic workflows like codebase analysis, bug debugging across files, or multi-step feature implementation from design docs.",[22,4506,4507],{},"Trade-off: NIM endpoints cap output at 16,384 tokens despite the model's 1M context—chunk inputs or summarize in tools that don't send full repos. Test both on identical real workflows (e.g., same bug fix or feature build) to compare speed, accuracy, and post-edits needed, rather than single prompts.",[17,4509,4511],{"id":4510},"free-prototyping-setup-on-nvidia-nim","Free Prototyping Setup on NVIDIA NIM",[22,4513,4514,4515,4521],{},"NVIDIA's developer program offers free API access for testing\u002Fprototyping (not unlimited production) via OpenAI-compatible endpoints at ",[4516,4517,4518],"a",{"href":4518,"rel":4519},"https:\u002F\u002Fintegrate.api.nvidia.com\u002Fv1\u002Fchat\u002Fcompletions",[4520],"nofollow",". Model names: deepseek-ai\u002Fdeepseek-v4-pro and deepseek-ai\u002Fdeepseek-v4-flash (include prefix to avoid failures).",[22,4523,4524,4525,4529],{},"Steps: Visit build.nvidia.com, search \"DeepSeek V4\", open a model page, test prompts in-browser, click \"Get API key\" (creates\u002Fjoins NVIDIA developer account), copy key. In code, use OpenAI SDK: set base_url='",[4516,4526,4527],{"href":4527,"rel":4528},"https:\u002F\u002Fintegrate.api.nvidia.com\u002Fv1",[4520],"', api_key=your_key, model='deepseek-ai\u002Fdeepseek-v4-pro'. Supports standard messages format with system\u002Fuser\u002Fassistant roles—no new SDK needed. Reasoning effort parameter toggles modes: 'none' (fast), 'high' (default), 'max' (slowest\u002Fstrongest). Limits\u002Fterms apply; monitor for changes.",[17,4531,4533],{"id":4532},"integration-in-coding-tools-and-workflows","Integration in Coding Tools and Workflows",[22,4535,4536],{},"Wire into OpenAI-compatible apps without native support: Codium CLI (\u002Fconnect NVIDIA, paste key, \u002Fmodels select), OpenCode (NVIDIA provider or manual base_url\u002Fmodel), Cursor, Aider, Kite, RueCode via Light LLM. Once connected, switch models seamlessly.",[22,4538,4539],{},"Workflows: Flash for repo overviews, test generation, commit messages, info extraction; Pro for architecture inspection, pattern-matching features, test-running explanations, or long-doc synthesis. DeepSeek's open-weight ethos (V3\u002FR1\u002FV3.2 precedents) targets cost-effective reasoning\u002Fcoding rivals to closed models—NIM accelerates testing sans tool delays or self-hosting.",{"title":45,"searchDepth":46,"depth":46,"links":4541},[4542,4543,4544],{"id":4500,"depth":46,"text":4501},{"id":4510,"depth":46,"text":4511},{"id":4532,"depth":46,"text":4533},[52],{"content_references":4547,"triage":4562},[4548,4553,4555,4557,4560],{"type":4549,"title":4550,"url":4551,"context":4552},"tool","NVIDIA NIM","https:\u002F\u002Fbuild.nvidia.com","recommended",{"type":4549,"title":4554,"context":4552},"Codium CLI",{"type":4549,"title":4556,"context":4552},"OpenCode",{"type":4549,"title":4558,"context":4559},"Cursor","mentioned",{"type":4549,"title":4561,"context":4559},"Aider",{"relevance":4563,"novelty":60,"quality":60,"actionability":4563,"composite":4564,"reasoning":4565},5,4.55,"Category: AI & LLMs. The article provides detailed insights into the capabilities of NVIDIA's DeepSeek models and practical steps for accessing their APIs, addressing the audience's need for actionable content in AI product development. It outlines specific use cases and setup instructions, making it highly relevant for developers looking to integrate AI into their products.","\u002Fsummaries\u002Ffree-nvidia-nim-access-to-deepseek-v4-pro-flash-fo-summary","2026-04-26 09:15:02","2026-04-26 17:11:42",{"title":4490,"description":45},{"loc":4566},"e0a7d1ca49e9489d","AICodeKing","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=e5aud8zON8o","summaries\u002Ffree-nvidia-nim-access-to-deepseek-v4-pro-flash-fo-summary",[75,76,77,78],"Test DeepSeek V4 Pro (1.6T params, 49B active) for heavy reasoning\u002Fcoding and V4 Flash (284B params, 13B active) for speed via free OpenAI-compatible NVIDIA NIM APIs—ideal for prototyping without GPU setup or per-token costs.",[78],"FZhaw_25JGZFC0nIT62CeCEnrE_WMT_5lRSazGWmsNw",{"id":4580,"title":4581,"ai":4582,"body":4587,"categories":4705,"created_at":53,"date_modified":53,"description":45,"extension":54,"faq":53,"featured":55,"kicker_label":53,"meta":4706,"navigation":63,"path":4724,"published_at":4725,"question":53,"scraped_at":4726,"seo":4727,"sitemap":4728,"source_id":4729,"source_name":4730,"source_type":71,"source_url":4731,"stem":4732,"tags":4733,"thumbnail_url":53,"tldr":4734,"tweet":53,"unknown_tags":4735,"__hash__":4736},"summaries\u002Fsummaries\u002Fgpt-5-5-openai-s-workhorse-for-reliable-code-execu-summary.md","GPT-5.5: OpenAI's Workhorse for Reliable Code Execution",{"provider":7,"model":8,"input_tokens":4583,"output_tokens":4584,"processing_time_ms":4585,"cost_usd":4586},9271,2813,29980,0.00323805,{"type":14,"value":4588,"toc":4697},[4589,4593,4596,4599,4602,4606,4609,4612,4615,4623,4627,4630,4633,4636,4639,4643,4646,4649,4652,4656,4659,4662,4665,4669],[17,4590,4592],{"id":4591},"benchmark-dominance-in-senior-engineering-tasks","Benchmark Dominance in Senior Engineering Tasks",[22,4594,4595],{},"GPT-5.5 emerges as the top performer on the team's senior engineer benchmark, which evaluates models on rewriting a real codebase as two senior engineers did independently. It scored 62\u002F100 on its best run—nearly double Opus 4.7's top of 33 and far ahead of Opus 47's 47. This gap highlights GPT-5.5's edge in collaborative, production-like refactoring: it handles large-scale rewrites from first principles, deleting code assertively without distraction.",[22,4597,4598],{},"The key differentiator? Execution stamina. Opus 4.7 crafts terse, spec-like plans (e.g., 'shrink this file to 500 lines') but balks at full implementation, patching small sections instead. GPT-5.5 takes those plans and executes over hours and millions of tokens, maintaining focus. On 'extra high' reasoning with an Opus 4.7 plan, it hits peak performance. Without it, scores drop, underscoring a hybrid workflow: Opus for planning, GPT-5.5 for coding.",[22,4600,4601],{},"\"On our senior engineer benchmark... GPT-5.5 scored a 62 as its best score. Opus 47... best score was a 33. So, there's like almost a 30-point swing.\" — Dan (host), emphasizing the raw performance leap after 3 weeks of testing.",[17,4603,4605],{"id":4604},"execution-reliability-over-creative-flair","Execution Reliability Over Creative Flair",[22,4607,4608],{},"Team consensus positions GPT-5.5 as a 'workhorse'—fast, personable, and unflinchingly reliable for delegated tasks. Mike Taylor (Head of AI Tech Consulting) calls it 'the most reliable model I tested,' likening it to a safe Waymo ride versus Opus's thrilling but risky Tesla. He delegates curriculum creation from call notes: synthesizing themes across organization-wide AI adoption efforts without missing details or injecting 'cool' but unprofessional flair.",[22,4610,4611],{},"Previously Opus-bound tasks like this now favor GPT-5.5 for its diligence—no line-by-line reviews needed. It captures all notes accessibly, avoiding wild tangents ideal for corporate training. Tradeoff: less sharp for marketing copy, where Opus's edge wins.",[22,4613,4614],{},"Naveen (GM of Monologue) burned 900 million tokens vibe-coding apps like Dayline—a Raycast-inspired Mac\u002FiOS to-do list with always-on-top notes, enter-to-new-task, and cross-device sync. In one 200M-token thread using CodeX's Build iOS app plugin, it handled intricate interactions (e.g., enter navigation, screenshots) from a single screenshot prompt + spec. No other model touched his Python\u002FSwift web\u002Fnative stacks; even support turn-off replies shifted from Claude.",[22,4616,4617,4618,4622],{},"\"I felt like comfortable and safe like getting into a Waymo... it's like a little dangerous ",[4619,4620,4621],"span",{},"Opus",". But... for tasks where I know I'm not going to be able to pay that much attention... I want to make sure it's safe.\" — Mike Taylor, contrasting reliability for low-supervision work.",[17,4624,4626],{"id":4625},"vibe-coding-and-multi-codebase-mastery","Vibe Coding and Multi-Codebase Mastery",[22,4628,4629],{},"GPT-5.5 redefines vibe coding for underspecified prompts. Dan's Talkform benchmark (4-line prompt: clone Typeform backend but frontend as conversational interviewer) tests beginner accessibility from scratch. Opus ambitiously starts but panics ('Ready to wrap up?'), token-conscious and timid on scale. GPT-5.5 stays 'chill, dogged, determined,' pounding through turns without fatigue.",[22,4631,4632],{},"Naveen added remote MCP support across Monologue's frontend\u002Fbackend\u002FiOS\u002FmacOS in one thread: planned then executed multi-repo changes seamlessly, retaining context via superior compaction. Kieran (GM of Cora, Compound Engineering creator) one-shot a full React\u002FNext.js rubber ducky customization store—everything worked first try, topping GPT-5.4. His LFG bench (autonomous Compound Engineering runs) used 3x more planning tokens but delivered.",[22,4634,4635],{},"Side projects thrive too: Dan's Karpathy-style knowledge base ditched Ralph Wiggum loops (task-commit-stop cycles) for pure compaction, accelerating harness-free runs.",[22,4637,4638],{},"\"It doesn't need that... Ralph Wiggum loop anymore... it's been going a lot faster. Like I needed less harness essentially.\" — Dan, on autonomous long-running agents.",[17,4640,4642],{"id":4641},"tradeoffs-specialist-vs-generalist-philosophies","Tradeoffs: Specialist vs. Generalist Philosophies",[22,4644,4645],{},"Not unanimous daily drivers. Kieran rates it yellow: elite coder (matches GPT-4.7 benchmarks) but specialist, not generalist. For Cora's full-stack product work (frontend\u002Fbackend\u002Ftesting\u002Fbig-picture coherence), Claude Opus edges as versatile partner. GPT-5.5 nails execution\u002Freview but falters on high-level synthesis—'breaks down if you look at it from far away.' Design feels chaotic (though typography improves).",[22,4647,4648],{},"OpenAI's engineering view (detail-oriented execution) vs. Anthropic's (holistic product engineering) splits users. Dan\u002FNaveen (execution-focused) go green; Kieran (product generalist) hybrids it. All agree: luxury of 'amazing' models where nuances decide reach.",[22,4650,4651],{},"\"It feels more like a specialist and less like a generalist... Claude is the generalist... OpenAI just like have a different perspective on what engineering work is.\" — Kieran Classen, explaining workflow fit over absolute superiority.",[17,4653,4655],{"id":4654},"evolving-workflows-and-production-readiness","Evolving Workflows and Production Readiness",[22,4657,4658],{},"Post-release caveats: ChatGPT\u002FCodex rollout imminent; API delayed for safety testing amid power concerns. New pre-trained 'Spud' model, not GPT-5 fine-tune. Team's 3-week reach test (daily preference) varies by role: Dan's everything-driver; Mike's delegation king; Naveen's vibe-coding beast; Kieran's execution complement.",[22,4660,4661],{},"Results: faster shipping (Naveen's pink-eye side projects), reliable synthesis (Mike's curricula), benchmark wins. Pivot from hype to hybrid: pair with Opus plans for 62% perfection.",[22,4663,4664],{},"\"Codex is... the model you want to be coding. But... Opus 47's plans... are actually still better... if you use them together, they get super powerful.\" — Dan, distilling the optimal stack.",[17,4666,4668],{"id":4667},"key-takeaways","Key Takeaways",[4670,4671,4672,4676,4679,4682,4685,4688,4691,4694],"ul",{},[4673,4674,4675],"li",{},"Use GPT-5.5 for long-thread execution: Give Opus 4.7 plans, then let it rewrite\u002Fdelete at scale—hits 62\u002F100 on senior benchmarks.",[4673,4677,4678],{},"Delegate reliably: Ideal for knowledge work like note synthesis or curricula; no babysitting vs. Opus's flair risks.",[4673,4680,4681],{},"Vibe code boldly: Handles 200M-token apps from screenshots\u002Fspecs across Mac\u002FiOS\u002Fweb without panic or context loss.",[4673,4683,4684],{},"Hybrid for best results: Opus plans + GPT-5.5 implementation; Claude for generalist product overviews.",[4673,4686,4687],{},"Test your workflow: Execution-heavy? Daily driver. Product-generalist? Specialist tool. Burn tokens to confirm.",[4673,4689,4690],{},"Watch compaction: Enables fewer harnesses in agents, speeding autonomous loops.",[4673,4692,4693],{},"Prioritize extra-high reasoning: Unlocks assertiveness on big refactors.",[4673,4695,4696],{},"Rollout note: ChatGPT\u002FCodex first; API soon—safety holds standard for power.",{"title":45,"searchDepth":46,"depth":46,"links":4698},[4699,4700,4701,4702,4703,4704],{"id":4591,"depth":46,"text":4592},{"id":4604,"depth":46,"text":4605},{"id":4625,"depth":46,"text":4626},{"id":4641,"depth":46,"text":4642},{"id":4654,"depth":46,"text":4655},{"id":4667,"depth":46,"text":4668},[52],{"content_references":4707,"triage":4721},[4708,4712,4715,4717,4719],{"type":4709,"title":4710,"url":4711,"context":4559},"other","GPT-5.5 Vibe Check","https:\u002F\u002Fevery.to\u002Fp\u002Fgpt-5-5",{"type":4709,"title":4713,"publisher":4714,"context":4559},"GPT-5.5 Blog Post","OpenAI",{"type":4549,"title":4716,"context":4559},"Raycast",{"type":4549,"title":4718,"context":4559},"Typeform",{"type":4549,"title":4720,"context":4559},"CodeX",{"relevance":60,"novelty":59,"quality":60,"actionability":59,"composite":4722,"reasoning":4723},3.6,"Category: AI & LLMs. The article discusses the performance of GPT-5.5 in coding tasks, which is relevant to AI engineering and developer productivity. It provides insights into how GPT-5.5 outperforms other models in practical coding scenarios, addressing a pain point for developers looking for reliable AI tools. However, while it offers some actionable insights, it lacks detailed frameworks or step-by-step guidance for implementation.","\u002Fsummaries\u002Fgpt-5-5-openai-s-workhorse-for-reliable-code-execu-summary","2026-04-24 08:12:29","2026-04-26 17:08:19",{"title":4581,"description":45},{"loc":4724},"15fc73dbd42babca","Every","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=yJ5lLRY2b0E","summaries\u002Fgpt-5-5-openai-s-workhorse-for-reliable-code-execu-summary",[75,77,76,78],"GPT-5.5 crushes senior engineering benchmarks at 62\u002F100 (vs Opus 4.7's 33), excels at long-thread execution and vibe coding, but shines brightest with Opus plans—ideal for delegated, production-grade tasks.",[78],"XKtQXdgqvkgR8O6QRlJd1-QjO0RmilZVt3_88103c18",{"id":4738,"title":4739,"ai":4740,"body":4745,"categories":4802,"created_at":53,"date_modified":53,"description":45,"extension":54,"faq":53,"featured":55,"kicker_label":53,"meta":4803,"navigation":63,"path":4822,"published_at":4823,"question":53,"scraped_at":4824,"seo":4825,"sitemap":4826,"source_id":4827,"source_name":4828,"source_type":71,"source_url":4829,"stem":4830,"tags":4831,"thumbnail_url":53,"tldr":4832,"tweet":53,"unknown_tags":4833,"__hash__":4834},"summaries\u002Fsummaries\u002F8-habits-to-unlock-claude-code-s-full-potential-summary.md","8 Habits to Unlock Claude Code's Full Potential",{"provider":7,"model":8,"input_tokens":4741,"output_tokens":4742,"processing_time_ms":4743,"cost_usd":4744},5785,1787,21497,0.002028,{"type":14,"value":4746,"toc":4796},[4747,4751,4754,4763,4766,4770,4773,4776,4779,4783,4786,4789,4793],[17,4748,4750],{"id":4749},"build-persistent-project-memory-with-claudemd","Build Persistent Project Memory with CLAUDE.md",[22,4752,4753],{},"Most developers generate CLAUDE.md once via \u002Finit, then ignore it as static docs. Instead, treat it as dynamic memory: end every session by prompting \"Update CLAUDE.md with everything important you learned today.\" This captures quirks like 500ms debounce needed for token refresh, specific test order (unit before integration before e2e), and rules like avoiding legacy payment code without full-suite runs. After a month, it becomes an onboarding doc senior engineers value. Share it team-wide—don't .gitignore— so teammates' sessions inherit the knowledge. Example structure:",[4755,4756,4761],"pre",{"className":4757,"code":4759,"language":4760},[4758],"language-text","# CLAUDE.md\nproject: auth-service\ntest_order: [unit, integration, e2e]\nknown_quirks:\n  - token_refresh: requires 500ms debounce before retry\n  - legacy_payment: do not modify without running `make full-suite`\nsession_memory: |\n  - Refactored OAuth flow; token rotation now uses sliding window\n  - Added `\u002Fclear` policy: run after context switch > 2 topics\n","text",[40,4762,4759],{"__ignoreMap":45},[22,4764,4765],{},"This prevents lost insights from session closes, turning ephemeral learns into compounding team intelligence.",[17,4767,4769],{"id":4768},"slash-friction-with-btw-sandbox-and-visual-loops","Slash Friction with \u002Fbtw, \u002Fsandbox, and Visual Loops",[22,4771,4772],{},"Interruptions kill flow: \u002Fbtw fixes mid-task side questions without breaking momentum. Type \u002Fbtw for an overlay—ask \"What does this function return?\" or \"Tailwind ring on focus?\"—get answer, close, resume seamlessly. It preserves state, avoiding re-parsing and context drift.",[22,4774,4775],{},"Permission prompts accumulate like a dripping faucet over hours. \u002Fsandbox isolates files\u002Fnetworks, cutting them by 84% in trusted projects while keeping full checks for production. Use for known codebases to maintain flow without removing guardrails.",[22,4777,4778],{},"Describing UI bugs textually wastes cycles—install Claude in Chrome (beta for paid plans). It builds UI, captures rendered DOM via vision model, diffs against expectations, auto-corrects before you review. Shifts from \"describe-guess-iterate\" to \"generate-verify-auto-correct,\" catching flexbox issues in one pass vs. 45 minutes of back-and-forth.",[17,4780,4782],{"id":4781},"evolve-plans-through-critique-and-multi-session-tdd","Evolve Plans Through Critique and Multi-Session TDD",[22,4784,4785],{},"Plan Mode isn't a rubber-stamp loading screen—it's a debate starter. After Claude's plan, critique: \"From a senior engineer's view: identify assumptions, flag state edges, suggest 2 alternatives, return revised plan with risks.\" Push back on mismatches like API assumptions or multi-session edges; 2 minutes of iteration yields better designs than solo or unchallenged AI.",[22,4787,4788],{},"Single sessions bias self-review. Run parallel: Session A writes failing tests first (TDD pure), commits; B implements to pass them blind; C audits diffs independently. Fresh contexts surface edges the writer rationalizes, boosting test and code quality beyond solo efforts. Architecture: Tester → Implementer → Reviewer, mimicking skeptical colleagues.",[17,4790,4792],{"id":4791},"enforce-clear-for-noise-free-long-sessions","Enforce \u002Fclear for Noise-Free Long Sessions",[22,4794,4795],{},"Kitchen sink sessions—mixing unrelated tasks—fill context with noise, causing weird decisions or hallucinations. Rule: \u002Fclear (2 seconds) on topic\u002Fdependency\u002Frisk shifts, like fresh terminals. Prevents drift in hours-long work; clean context yields clean code without exceptions. Developers calling Claude \"weird\" in long sessions almost always skip this.",{"title":45,"searchDepth":46,"depth":46,"links":4797},[4798,4799,4800,4801],{"id":4749,"depth":46,"text":4750},{"id":4768,"depth":46,"text":4769},{"id":4781,"depth":46,"text":4782},{"id":4791,"depth":46,"text":4792},[135],{"content_references":4804,"triage":4820},[4805,4809,4811,4816],{"type":4709,"title":4806,"author":4807,"url":4808,"context":4559},"Claude Code Documentation","Anthropic","https:\u002F\u002Fdocs.anthropic.com",{"type":4709,"title":4810,"author":4807,"url":4808,"context":4559},"Multi-Agent Patterns & Session Isolation",{"type":4812,"title":4813,"author":4814,"publisher":4815,"context":4559},"book","Test-Driven Development: By Example","K. Beck","Addison-Wesley",{"type":4817,"title":4818,"publisher":4819,"context":4559},"paper","Context Window Research: Hallucination Drift in Long-Form AI Coding Sessions","ACM\u002FIEEE",{"relevance":4563,"novelty":60,"quality":60,"actionability":4563,"composite":4564,"reasoning":4821},"Category: AI & LLMs. The article provides practical habits for maximizing the use of Claude Code, addressing specific pain points for developers looking to integrate AI tools into their workflows. It offers actionable steps like using CLAUDE.md as a dynamic memory and employing specific commands to enhance productivity, making it highly relevant and immediately applicable.","\u002Fsummaries\u002F8-habits-to-unlock-claude-code-s-full-potential-summary","2026-05-05 12:01:02","2026-05-05 16:09:25",{"title":4739,"description":45},{"loc":4822},"96d057ab3832294f","Towards AI","https:\u002F\u002Fpub.towardsai.net\u002Fyou-are-using-claude-code-at-20-of-its-power-here-is-the-other-80-23679769ea32?source=rss----98111c9905da---4","summaries\u002F8-habits-to-unlock-claude-code-s-full-potential-summary",[75,76,77,78],"Transform Claude Code from smart autocomplete to shipping accelerator by treating CLAUDE.md as living memory, using \u002Fbtw for side queries, Chrome extension for visual verification, \u002Fsandbox to cut 84% of prompts, critiquing plans like design reviews, running multi-sessions for TDD, and \u002Fclear between tasks.",[78],"5LxCvVJqY95J5L-np0dU9P_V1JW7T_tMsQSinAmARfs",{"id":4836,"title":4837,"ai":4838,"body":4843,"categories":4879,"created_at":53,"date_modified":53,"description":45,"extension":54,"faq":53,"featured":55,"kicker_label":53,"meta":4880,"navigation":63,"path":4893,"published_at":4894,"question":53,"scraped_at":4895,"seo":4896,"sitemap":4897,"source_id":4898,"source_name":4572,"source_type":71,"source_url":4899,"stem":4900,"tags":4901,"thumbnail_url":53,"tldr":4902,"tweet":53,"unknown_tags":4903,"__hash__":4904},"summaries\u002Fsummaries\u002Fglm-5-1-and-codex-top-ai-coding-subs-for-daily-use-summary.md","GLM 5.1 and Codex Top AI Coding Subs for Daily Use",{"provider":7,"model":8,"input_tokens":4839,"output_tokens":4840,"processing_time_ms":4841,"cost_usd":4842},6322,1763,19149,0.00212325,{"type":14,"value":4844,"toc":4873},[4845,4849,4852,4856,4859,4863,4866,4870],[17,4846,4848],{"id":4847},"glm-51-delivers-strong-model-with-tool-flexibility","GLM 5.1 Delivers Strong Model with Tool Flexibility",[22,4850,4851],{},"GLM 5.1 handles frontend UI decisions, backend tasks, code understanding, and project structure reliably, outperforming cheaper models on larger tasks without quick failures. Its coding plan ($18, $72, or $160 monthly tiers; discounts for quarterly\u002Fyearly) stands out by integrating into preferred tools like Kilocode (CLI setup: run connect command, select GLM, enter API key), Cursor, Kline, OpenCode, or Claude Code workflows—instead of locking users to one app. This lets developers carry the model across agents, maximizing value for multi-tool users but raising costs from prior cheap tiers, so justify it only if switching tools often.",[17,4853,4855],{"id":4854},"codex-builds-complete-coding-ecosystem","Codex Builds Complete Coding Ecosystem",[22,4857,4858],{},"Codex combines local workflows, ChatGPT integration, cloud tasks, code reviews, and OpenAI ecosystem (research, images, voice) into one subscription (free tier to try, then $20 for more capacity, up to $100\u002F$200 for heavy use with improving reset mechanics). It shines on backend refactors, debugging, tests, architecture, long sessions tracking project state, and code base comprehension—explaining changes clearly. Frontend can be bland (generic layouts\u002Fspacing\u002Fcolors) without guiding prompts, rules, or examples, but baseline engineering is robust. For ChatGPT users, it bundles coding into broader AI without extra subs, making $20 plan more accessible than pricier dedicated tools.",[17,4860,4862],{"id":4861},"claude-and-kimi-fall-short-on-value-and-reliability","Claude and Kimi Fall Short on Value and Reliability",[22,4864,4865],{},"Claude Code offers natural terminal workflows (inspect\u002Fedit files, run commands, iterate) with superior frontend taste (cleaner UI\u002Fvisuals) and solid backend\u002Fbug reasoning, but $20 plan limits daily coding, while $100\u002F$200 tiers tie users to its app without flexibility—harder to recommend amid alternatives. Kimi K2.6 generates code capably for specific problems but lacks consistency on routine tasks like precise file edits, instruction following, avoiding overcomplication, or stable frontend\u002Fbackend\u002Fdebugging—reliable daily work demands steadiness over flashes of brilliance.",[17,4867,4869],{"id":4868},"pick-based-on-workflow-needs","Pick Based on Workflow Needs",[22,4871,4872],{},"Narrow to GLM 5.1 for model portability in existing tools (Kilocode\u002FCursor fans) or Codex for full-stack AI (ChatGPT users needing cloud\u002Freviews). Claude suits Anthropic loyalists affording premiums; watch Kimi for future gains. Focus beyond raw benchmarks on usage limits, ecosystem, and free-coding feel for real projects.",{"title":45,"searchDepth":46,"depth":46,"links":4874},[4875,4876,4877,4878],{"id":4847,"depth":46,"text":4848},{"id":4854,"depth":46,"text":4855},{"id":4861,"depth":46,"text":4862},{"id":4868,"depth":46,"text":4869},[135],{"content_references":4881,"triage":4890},[4882,4884,4885,4887,4888],{"type":4549,"title":4883,"context":4559},"Kilocode",{"type":4549,"title":4558,"context":4559},{"type":4549,"title":4886,"context":4559},"Kline",{"type":4549,"title":4556,"context":4559},{"type":4549,"title":4889,"context":4559},"ChatGPT",{"relevance":60,"novelty":59,"quality":60,"actionability":60,"composite":4891,"reasoning":4892},3.8,"Category: AI & LLMs. The article discusses specific AI coding tools like GLM 5.1 and Codex, which are relevant for developers looking to integrate AI into their workflows. It provides insights into the strengths and weaknesses of these tools, addressing the audience's need for practical applications in AI coding.","\u002Fsummaries\u002Fglm-5-1-and-codex-top-ai-coding-subs-for-daily-use-summary","2026-05-01 09:15:00","2026-05-03 16:50:26",{"title":4837,"description":45},{"loc":4893},"a90f0d862816ad04","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=7MFdHE4jRgM","summaries\u002Fglm-5-1-and-codex-top-ai-coding-subs-for-daily-use-summary",[76,77,75,78],"For coders building daily, GLM 5.1 wins for cross-tool flexibility ($18-$160\u002Fmo tiers) while Codex excels as complete platform with ChatGPT integration ($20+ plans); Claude's limits and Kimi's inconsistency make them secondary.",[78],"rysRJPcs23T52PicUTFh-1qsOqVP9IOybChxc4opztc"]