[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-5becb4c99170c69e-stop-adding-indexes-to-fix-slow-queries-you-re-qui-summary":3,"summaries-facets-categories":155,"summary-related-5becb4c99170c69e-stop-adding-indexes-to-fix-slow-queries-you-re-qui-summary":5060},{"id":4,"title":5,"ai":6,"body":13,"categories":117,"created_at":119,"date_modified":119,"description":111,"extension":120,"faq":119,"featured":121,"kicker_label":119,"meta":122,"navigation":135,"path":136,"published_at":137,"question":119,"scraped_at":138,"seo":139,"sitemap":140,"source_id":141,"source_name":142,"source_type":143,"source_url":144,"stem":145,"tags":146,"thumbnail_url":119,"tldr":152,"tweet":119,"unknown_tags":153,"__hash__":154},"summaries\u002Fsummaries\u002F5becb4c99170c69e-stop-adding-indexes-to-fix-slow-queries-you-re-qui-summary.md","Stop Adding Indexes to Fix Slow Queries — You’re Quietly Killing Your Writes",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",6230,674,3404,0.0025685,{"type":14,"value":15,"toc":110},"minimark",[16,21,25,29,32,79,83,86],[17,18,20],"h2",{"id":19},"the-hidden-cost-of-indexes","The Hidden Cost of Indexes",[22,23,24],"p",{},"Indexes are often treated as \"cheap insurance\" for slow reads, but they are actually a permanent tax on write operations. Every index is a separate, sorted data structure that must be updated whenever a row is inserted, updated, or deleted. Adding an index is a deliberate trade-off: you gain read speed for a specific query shape at the cost of slower writes for the lifetime of that index.",[17,26,28],{"id":27},"identifying-and-eliminating-dead-weight","Identifying and Eliminating Dead Weight",[22,30,31],{},"Many performance issues stem from \"zombie\" indexes—those that were added to solve a specific problem but are no longer used because the application code or query patterns have evolved.",[33,34,35,56,73],"ul",{},[36,37,38,42,43,47,48,51,52,55],"li",{},[39,40,41],"strong",{},"Audit Usage:"," Use database-native tools to identify unused indexes. In MongoDB, use ",[44,45,46],"code",{},"$indexStats"," to check access counts. In Postgres, query ",[44,49,50],{},"pg_stat_user_indexes"," to find indexes with ",[44,53,54],{},"idx_scan = 0",".",[36,57,58,61,62,65,66,69,70,72],{},[39,59,60],{},"Remove Redundancy:"," Compound indexes (e.g., ",[44,63,64],{},"{a, b}",") cover queries that filter on the prefix (e.g., ",[44,67,68],{},"{a}","). If you have a separate index on ",[44,71,68],{},", it is redundant and should be dropped, as it is being updated on every write without providing unique value.",[36,74,75,78],{},[39,76,77],{},"Verify Before Dropping:"," Before deleting, confirm the index isn't supporting a unique constraint or a rare, high-value quarterly report. If there is no clear purpose, it is a candidate for removal.",[17,80,82],{"id":81},"optimizing-write-impact","Optimizing Write Impact",[22,84,85],{},"Not all indexes impact writes equally. You can minimize the \"write tax\" by being strategic about index design:",[33,87,88,98,104],{},[36,89,90,93,94,97],{},[39,91,92],{},"Partial Indexes:"," Instead of indexing an entire table, use partial indexes (e.g., ",[44,95,96],{},"WHERE status = 'active'","). This ensures the database only maintains the index for relevant rows, drastically reducing overhead.",[36,99,100,103],{},[39,101,102],{},"Analyze Write Paths:"," Understand which columns are updated most frequently. An index on a column that is rarely updated is nearly free, whereas an index on a column updated in every request is expensive.",[36,105,106,109],{},[39,107,108],{},"Leverage HOT Updates:"," In Postgres, \"Heap-Only Tuple\" (HOT) updates allow the database to skip index maintenance entirely if no indexed columns are modified and there is sufficient page space. Designing your schema to keep frequently updated columns out of indexes can significantly improve throughput.",{"title":111,"searchDepth":112,"depth":112,"links":113},"",2,[114,115,116],{"id":19,"depth":112,"text":20},{"id":27,"depth":112,"text":28},{"id":81,"depth":112,"text":82},[118],"Software Engineering",null,"md",false,{"content_references":123,"triage":130},[124],{"type":125,"title":126,"author":127,"url":128,"context":129},"other","Stop using JWT for authentication the way you learned it","Mayank Jain","https:\u002F\u002Flevelup.gitconnected.com\u002Fstop-using-jwt-for-authentication-the-way-you-learned-it-e96af029f256","mentioned",{"relevance":131,"novelty":132,"quality":131,"actionability":131,"composite":133,"reasoning":134},4,3,3.8,"Category: Data Science & Visualization. The article provides actionable insights on optimizing database performance by auditing and managing indexes, which directly addresses the pain points of developers concerned with performance in AI-powered products. It includes specific techniques like using database-native tools for index auditing and implementing partial indexes, making it practical for the audience.",true,"\u002Fsummaries\u002F5becb4c99170c69e-stop-adding-indexes-to-fix-slow-queries-you-re-qui-summary","2026-06-19 16:02:13","2026-06-20 12:56:35",{"title":5,"description":111},{"loc":136},"5becb4c99170c69e","Level Up Coding","article","https:\u002F\u002Flevelup.gitconnected.com\u002Fstop-adding-indexes-to-fix-slow-queries-youre-quietly-killing-your-writes-aa8d2cfcfacb?source=rss----5517fd7b58a6---4","summaries\u002F5becb4c99170c69e-stop-adding-indexes-to-fix-slow-queries-you-re-qui-summary",[147,148,149,150,151],"backend","database","performance","postgresql","mongodb","Every index you add is a permanent tax on write performance. To maintain system health, you must audit for unused and redundant indexes, as these provide zero read benefit while slowing down every insert, update, and delete.",[148,149,150,151],"BCuPDq1kcrQ9h9Lh5GUc40L-SFaFD7lruZY1m3FN3qM",[156,159,162,165,168,171,173,175,177,179,181,183,185,187,190,192,194,196,198,200,202,204,206,208,210,212,214,216,218,220,223,226,228,230,232,234,236,238,240,242,244,247,249,251,253,255,257,259,261,263,265,267,269,271,273,276,278,280,282,284,286,288,290,292,294,296,298,300,302,304,306,308,310,312,314,316,318,320,322,324,326,328,330,332,334,336,338,340,342,344,346,348,350,352,354,356,358,360,362,364,366,368,370,372,374,376,378,380,382,384,386,388,390,392,394,396,398,400,402,404,406,408,410,412,414,416,418,420,422,424,426,428,430,432,434,436,438,440,442,444,446,448,450,452,454,456,458,460,462,464,466,468,470,472,474,476,478,480,482,484,486,488,490,492,494,496,498,500,502,504,506,508,510,512,514,516,518,520,522,524,526,528,530,532,534,536,538,540,542,544,546,548,550,552,554,556,558,560,562,564,566,568,570,572,574,576,578,580,582,584,586,588,590,592,594,596,598,600,602,604,606,608,610,612,614,616,618,620,622,624,626,628,630,632,634,636,638,640,642,644,646,648,650,652,654,656,658,660,662,664,666,668,670,672,674,676,678,680,682,684,686,688,690,692,694,696,698,700,702,704,706,708,710,712,714,716,718,720,722,724,726,728,730,732,734,736,738,740,742,744,746,748,750,752,754,756,758,760,762,764,766,768,770,772,774,776,778,780,782,784,786,788,790,792,794,796,798,800,802,804,806,808,810,812,814,816,818,820,822,824,826,828,830,832,834,836,838,840,842,844,846,848,850,852,854,856,858,860,862,864,866,868,870,872,874,876,878,880,882,884,886,888,890,892,894,896,898,900,902,904,906,908,910,912,914,916,918,920,922,924,926,928,930,932,934,936,938,940,942,944,946,948,950,952,954,956,958,960,962,964,966,968,970,972,974,976,978,980,982,984,986,988,990,992,994,996,998,1000,1002,1004,1006,1008,1010,1012,1014,1016,1018,1020,1022,1024,1026,1028,1030,1032,1034,1036,1038,1040,1042,1044,1046,1048,1050,1052,1054,1056,1058,1060,1062,1064,1066,1068,1070,1072,1074,1076,1078,1080,1082,1084,1086,1088,1090,1092,1094,1096,1098,1100,1102,1104,1106,1108,1110,1112,1114,1116,1118,1120,1122,1124,1126,1128,1130,1132,1134,1136,1138,1140,1142,1144,1146,1148,1150,1152,1154,1156,1158,1160,1162,1164,1166,1168,1170,1172,1174,1176,1178,1180,1182,1184,1186,1188,1190,1192,1194,1196,1198,1200,1202,1204,1206,1208,1210,1212,1214,1216,1218,1220,1222,1224,1226,1228,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1288,1290,1292,1294,1296,1298,1300,1302,1304,1306,1308,1310,1312,1314,1316,1318,1320,1322,1324,1326,1328,1330,1332,1334,1336,1338,1340,1342,1344,1346,1348,1350,1352,1354,1356,1358,1360,1362,1364,1366,1368,1370,1372,1374,1376,1378,1380,1382,1384,1386,1388,1390,1392,1394,1396,1398,1400,1402,1404,1406,1408,1410,1412,1414,1416,1418,1420,1422,1424,1426,1428,1430,1432,1434,1436,1438,1440,1442,1444,1446,1448,1450,1452,1454,1456,1458,1460,1462,1464,1466,1468,1470,1472,1474,1476,1478,1480,1482,1484,1486,1488,1490,1492,1494,1496,1498,1500,1502,1504,1506,1508,1510,1512,1514,1516,1518,1520,1522,1524,1526,1528,1530,1532,1534,1536,1538,1540,1542,1544,1546,1548,1550,1552,1554,1556,1558,1560,1562,1564,1566,1568,1570,1572,1574,1576,1578,1580,1582,1584,1586,1588,1590,1592,1594,1596,1598,1600,1602,1604,1606,1608,1610,1612,1614,1616,1618,1620,1622,1624,1626,1628,1630,1632,1634,1636,1638,1640,1642,1644,1646,1648,1650,1652,1654,1656,1658,1660,1662,1664,1666,1668,1670,1672,1674,1676,1678,1680,1682,1684,1686,1688,1690,1692,1694,1696,1698,1700,1702,1704,1706,1708,1710,1712,1714,1716,1718,1720,1722,1724,1726,1728,1730,1732,1734,1736,1738,1740,1742,1744,1746,1748,1750,1752,1754,1756,1758,1760,1762,1764,1766,1768,1770,1772,1774,1776,1778,1780,1782,1784,1786,1788,1790,1792,1794,1796,1798,1800,1802,1804,1806,1808,1810,1812,1814,1816,1818,1820,1822,1824,1826,1828,1830,1832,1834,1836,1838,1840,1842,1844,1846,1848,1850,1852,1854,1856,1858,1860,1862,1864,1866,1868,1870,1872,1874,1876,1878,1880,1882,1884,1886,1888,1890,1892,1894,1896,1898,1900,1902,1904,1906,1908,1910,1912,1914,1916,1918,1920,1922,1924,1926,1928,1930,1932,1934,1936,1938,1940,1942,1944,1946,1948,1950,1952,1954,1956,1958,1960,1962,1964,1966,1968,1970,1972,1974,1976,1978,1980,1982,1984,1986,1988,1990,1992,1994,1996,1998,2000,2002,2004,2006,2008,2010,2012,2014,2016,2018,2020,2022,2024,2026,2028,2030,2032,2034,2036,2038,2040,2042,2044,2046,2048,2050,2052,2054,2056,2058,2060,2062,2064,2066,2068,2070,2072,2074,2076,2078,2080,2082,2084,2086,2088,2090,2092,2094,2096,2098,2100,2102,2104,2106,2108,2110,2112,2114,2116,2118,2120,2122,2124,2126,2128,2130,2132,2134,2136,2138,2140,2142,2144,2146,2148,2150,2152,2154,2156,2158,2160,2162,2164,2166,2168,2170,2172,2174,2176,2178,2180,2182,2184,2186,2188,2190,2192,2194,2196,2198,2200,2202,2204,2206,2208,2210,2212,2214,2216,2218,2220,2222,2224,2226,2228,2230,2232,2234,2236,2238,2240,2242,2244,2246,2248,2250,2252,2254,2256,2258,2260,2262,2264,2266,2268,2270,2272,2274,2276,2278,2280,2282,2284,2286,2288,2290,2292,2294,2296,2298,2300,230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Relying on hard ",[44,5079,5080],{},"DELETE"," queries is dangerous because human error—such as a typo in a ",[44,5083,5084],{},"WHERE"," clause—can wipe out records that are impossible to recover without time-consuming backup restoration. Instead, implement a 'soft delete' pattern by adding an ",[44,5087,5088],{},"is_deleted"," boolean or ",[44,5091,5092],{},"deleted_at"," timestamp column to your tables. When a record is 'deleted,' you simply flip the flag. This keeps the data in the database while excluding it from application queries, providing an immediate safety net for accidental deletions.",[17,5095,5097],{"id":5096},"establish-audit-trails-and-change-tracking","Establish Audit Trails and Change Tracking",[22,5099,5100,5101,5104],{},"Data integrity requires knowing exactly who changed what and when. Without an audit trail, debugging 'missing' data becomes a forensic nightmare. Every production-grade system should track record history. This can be achieved by creating a separate ",[44,5102,5103],{},"audit_logs"," table or using triggers to capture the state of a record before and after an update. By logging the user ID, the timestamp, the action performed, and the diff of the changes, you gain the ability to revert specific records to previous states without needing to restore the entire database from a backup.",[17,5106,5108],{"id":5107},"enforce-data-integrity-with-constraints-and-schemas","Enforce Data Integrity with Constraints and Schemas",[22,5110,5111,5112,5115,5116,5115,5119,5122,5123,5126],{},"Trusting the application layer to validate data is insufficient for production systems. Use database-level constraints—such as ",[44,5113,5114],{},"NOT NULL",", ",[44,5117,5118],{},"UNIQUE",[44,5120,5121],{},"CHECK",", and ",[44,5124,5125],{},"FOREIGN KEY","—to act as the final line of defense. These constraints ensure that even if a bug in your Python code bypasses validation logic, the database will reject malformed or inconsistent data. Relying on the database schema as the 'source of truth' prevents data corruption that can propagate through your system and cause downstream failures.",{"title":111,"searchDepth":112,"depth":112,"links":5128},[5129,5130,5131],{"id":5073,"depth":112,"text":5074},{"id":5096,"depth":112,"text":5097},{"id":5107,"depth":112,"text":5108},[118],{"content_references":5134,"triage":5135},[],{"relevance":5136,"novelty":132,"quality":131,"actionability":131,"composite":5137,"reasoning":5138},5,4.15,"Category: Software Engineering. The article provides practical database design patterns that are essential for building reliable Python backends, addressing the audience's need for actionable content in software engineering. It includes specific techniques like soft deletes and audit trails that can be directly implemented in production systems.","\u002Fsummaries\u002F763969f972be1a61-5-essential-database-patterns-for-production-ready-summary","2026-06-17 16:22:05","2026-06-18 12:56:47",{"title":5063,"description":111},{"loc":5139},"763969f972be1a61","https:\u002F\u002Flevelup.gitconnected.com\u002F5-database-design-patterns-every-python-backend-needs-in-production-68749ba4991c?source=rss----5517fd7b58a6---4","summaries\u002F763969f972be1a61-5-essential-database-patterns-for-production-ready-summary",[5148,147,148,5149],"python","software-engineering","Prevent catastrophic data loss and ensure system reliability by implementing soft deletes, audit trails, and robust database safety patterns before your first production incident.",[148,5149],"dVifcumFjmBDMwx-JY9nMb1Qa9Kv8QxXzf6KbXFhzng",{"id":5154,"title":5155,"ai":5156,"body":5161,"categories":5225,"created_at":119,"date_modified":119,"description":111,"extension":120,"faq":119,"featured":121,"kicker_label":119,"meta":5226,"navigation":135,"path":5239,"published_at":5240,"question":119,"scraped_at":5241,"seo":5242,"sitemap":5243,"source_id":5244,"source_name":5245,"source_type":143,"source_url":5246,"stem":5247,"tags":5248,"thumbnail_url":119,"tldr":5251,"tweet":119,"unknown_tags":5252,"__hash__":5253},"summaries\u002Fsummaries\u002Fda68ff9e798a9d45-choosing-backend-infrastructure-for-ai-driven-deve-summary.md","Choosing Backend Infrastructure for AI-Driven Development",{"provider":7,"model":8,"input_tokens":5157,"output_tokens":5158,"processing_time_ms":5159,"cost_usd":5160},9358,658,3487,0.0033265,{"type":14,"value":5162,"toc":5221},[5163,5167,5170,5190,5194,5197],[17,5164,5166],{"id":5165},"understanding-architectural-roles","Understanding Architectural Roles",[22,5168,5169],{},"These three services are not direct competitors but rather tools that solve different layers of the application stack.",[33,5171,5172,5178,5184],{},[36,5173,5174,5177],{},[39,5175,5176],{},"Upstash"," functions as a serverless caching and utility layer. It is designed for stateless environments like Edge Functions where traditional TCP-based Redis connections fail. It excels at rate limiting, session management, and caching.",[36,5179,5180,5183],{},[39,5181,5182],{},"Supabase"," is a comprehensive Backend-as-a-Service (BaaS). It bundles Postgres with authentication, file storage, real-time subscriptions, and edge functions. It is the preferred choice for full-stack applications where AI agents need a unified SDK and dashboard to scaffold features quickly.",[36,5185,5186,5189],{},[39,5187,5188],{},"Neon"," is a serverless Postgres database that separates compute from storage. It is optimized for cost-efficiency (scaling to zero) and developer experience through its copy-on-write branching model, which allows for instant, full-data clones of databases for CI\u002FCD and preview environments.",[17,5191,5193],{"id":5192},"decision-framework-for-ai-assisted-workflows","Decision Framework for AI-Assisted Workflows",[22,5195,5196],{},"When using AI coding tools (like Cursor or Bolt.new), the choice of infrastructure impacts how effectively the AI can generate and maintain your backend code:",[33,5198,5199,5205,5215],{},[36,5200,5201,5204],{},[39,5202,5203],{},"Use Upstash if:"," You are building on serverless runtimes (Vercel, Cloudflare) and need to handle rate limiting or caching without managing persistent connections. It is an additive layer, not a primary database.",[36,5206,5207,5210,5211,5214],{},[39,5208,5209],{},"Use Supabase if:"," You want a \"batteries-included\" experience. Because it provides a single connection string and integrated services (auth, storage, vector search via ",[44,5212,5213],{},"pgvector","), AI agents are more likely to generate correct, functional code on the first attempt.",[36,5216,5217,5220],{},[39,5218,5219],{},"Use Neon if:"," You are comfortable composing your own stack and prioritize cost-efficiency for idle workloads. Its branching capabilities are superior for complex development workflows where you need isolated database states for every pull request.",{"title":111,"searchDepth":112,"depth":112,"links":5222},[5223,5224],{"id":5165,"depth":112,"text":5166},{"id":5192,"depth":112,"text":5193},[118],{"content_references":5227,"triage":5236},[5228,5232,5234],{"type":5229,"title":5176,"url":5230,"context":5231},"tool","https:\u002F\u002Fupstash.com\u002F","recommended",{"type":5229,"title":5182,"url":5233,"context":5231},"https:\u002F\u002Fsupabase.com\u002F",{"type":5229,"title":5188,"url":5235,"context":5231},"https:\u002F\u002Fneon.com\u002F",{"relevance":5136,"novelty":131,"quality":131,"actionability":131,"composite":5237,"reasoning":5238},4.35,"Category: Software Engineering. The article provides a detailed comparison of backend infrastructure options specifically for AI-driven development, addressing the audience's need for practical guidance in choosing tools that enhance AI integration. It outlines specific use cases for each service, making it actionable for developers looking to implement AI features.","\u002Fsummaries\u002Fda68ff9e798a9d45-choosing-backend-infrastructure-for-ai-driven-deve-summary","2026-05-19 22:10:39","2026-05-19 23:00:22",{"title":5155,"description":111},{"loc":5239},"da68ff9e798a9d45","MarkTechPost","https:\u002F\u002Fwww.marktechpost.com\u002F2026\u002F05\u002F19\u002Fupstash-for-redis-vs-supabase-vs-neon-which-one-fits-vibe-coding-workflows-in-2026\u002F","summaries\u002Fda68ff9e798a9d45-choosing-backend-infrastructure-for-ai-driven-deve-summary",[5249,5250,147,148],"ai-tools","saas","Upstash, Supabase, and Neon serve distinct architectural roles; choosing between them depends on whether you need a caching layer, a full-stack backend, or a cost-efficient, branchable Postgres database.",[148],"IkedsV5vmeBPBLE9fUGedOMQTGIrhzaaQ3EpNmenPjE",{"id":5255,"title":5256,"ai":5257,"body":5263,"categories":5386,"created_at":119,"date_modified":119,"description":111,"extension":120,"faq":119,"featured":121,"kicker_label":119,"meta":5387,"navigation":135,"path":5400,"published_at":119,"question":119,"scraped_at":5401,"seo":5402,"sitemap":5403,"source_id":5404,"source_name":5405,"source_type":143,"source_url":5406,"stem":5407,"tags":5408,"thumbnail_url":119,"tldr":5409,"tweet":119,"unknown_tags":5410,"__hash__":5411},"summaries\u002Fsummaries\u002F9138792c3c82d32d-secure-asgi-apps-with-double-submit-csrf-middlewar-summary.md","Secure ASGI Apps with Double Submit CSRF Middleware",{"provider":7,"model":5258,"input_tokens":5259,"output_tokens":5260,"processing_time_ms":5261,"cost_usd":5262},"x-ai\u002Fgrok-4.1-fast",6255,1673,8509,0.0015802,{"type":14,"value":5264,"toc":5381},[5265,5269,5308,5312,5348,5352],[17,5266,5268],{"id":5267},"embed-csrf-tokens-in-forms-for-double-submit-protection","Embed CSRF Tokens in Forms for Double Submit Protection",[22,5270,5271,5272,5275,5276,5279,5280,5283,5284,5287,5288,5291,5292,5295,5296,5299,5300,5303,5304,5307],{},"Wrap your ASGI app with ",[44,5273,5274],{},"CSRFMiddleware(app, signing_secret=\"your-secret\")"," to implement OWASP's Double Submit Cookie pattern. The middleware sets a ",[44,5277,5278],{},"csrftoken"," cookie (configurable via ",[44,5281,5282],{},"cookie_name",") if missing and exposes it via ",[44,5285,5286],{},"scope[\"csrftoken\"]()","—a callable function. Use it to populate hidden form fields: ",[44,5289,5290],{},"\u003Cinput type=\"hidden\" name=\"csrftoken\" value=\"{{ request.scope['csrftoken']() }}\">",". For JS fetches, send ",[44,5293,5294],{},"x-csrftoken"," header matching the cookie. On POST, middleware validates token in form data or header, rejecting mismatches with 403. Set ",[44,5297,5298],{},"signing_secret"," explicitly or via ",[44,5301,5302],{},"ASGI_CSRF_SECRET"," env var to avoid invalidation on restarts—random secrets persist only per server run. Adds ",[44,5305,5306],{},"Vary: Cookie"," header if setting cookie to bust caches.",[17,5309,5311],{"id":5310},"configure-cookies-and-auto-set-behavior","Configure Cookies and Auto-Set Behavior",[22,5313,5314,5315,5318,5319,5115,5322,5325,5326,5329,5330,5333,5334,5336,5337,5339,5340,5343,5344,5347],{},"Control cookie with options: ",[44,5316,5317],{},"cookie_path=\"\u002F\""," (default), ",[44,5320,5321],{},"cookie_domain=None",[44,5323,5324],{},"cookie_secure=True"," (HTTPS-only), ",[44,5327,5328],{},"cookie_samesite=\"Lax\""," (default; options: Strict, Lax, None). Use ",[44,5331,5332],{},"always_set_cookie=True"," to set ",[44,5335,5278],{}," on every request lacking it, not just when ",[44,5338,5286],{}," called. Skips protection if no cookies (unauthenticated) or ",[44,5341,5342],{},"Authorization: Bearer ..."," header present (safe from cross-site due to browser CORS). Protect login forms always via ",[44,5345,5346],{},"always_protect=[\"\u002Flogin\u002F\"]"," to block login CSRF.",[17,5349,5351],{"id":5350},"skip-apis-and-customize-failures","Skip APIs and Customize Failures",[22,5353,5354,5355,5358,5359,5362,5363,5366,5367,5115,5370,5122,5373,5376,5377,5380],{},"Opt out for web APIs with ",[44,5356,5357],{},"skip_if_scope"," callback returning True, e.g., ",[44,5360,5361],{},"lambda scope: scope[\"path\"].startswith(\"\u002Fapi\u002F\")",". Override 403 defaults with ",[44,5364,5365],{},"send_csrf_failed"," function taking ",[44,5368,5369],{},"scope",[44,5371,5372],{},"send",[44,5374,5375],{},"message_id"," from ",[44,5378,5379],{},"asgi_csrf.Errors"," enum for custom responses per error type.",{"title":111,"searchDepth":112,"depth":112,"links":5382},[5383,5384,5385],{"id":5267,"depth":112,"text":5268},{"id":5310,"depth":112,"text":5311},{"id":5350,"depth":112,"text":5351},[118],{"content_references":5388,"triage":5397},[5389,5394],{"type":125,"title":5390,"publisher":5391,"url":5392,"context":5393},"OWASP guide to Cross Site Request Forgery (CSRF)","OWASP","https:\u002F\u002Fowasp.org\u002Fwww-community\u002Fattacks\u002Fcsrf","cited",{"type":125,"title":5395,"publisher":5391,"url":5396,"context":5393},"Cross-Site Request Forgery (CSRF) Prevention Cheat Sheet","https:\u002F\u002Fcheatsheetseries.owasp.org\u002Fcheatsheets\u002FCross-Site_Request_Forgery_Prevention_Cheat_Sheet.html",{"relevance":132,"novelty":112,"quality":131,"actionability":131,"composite":5398,"reasoning":5399},3.25,"Category: Software Engineering. The article provides practical guidance on implementing CSRF protection in ASGI applications, which is relevant for developers working on backend security. It includes specific code examples and configuration options, making it actionable for developers looking to enhance their app's security.","\u002Fsummaries\u002F9138792c3c82d32d-secure-asgi-apps-with-double-submit-csrf-middlewar-summary","2026-04-16 03:15:33",{"title":5256,"description":111},{"loc":5400},"9138792c3c82d32d","__oneoff__","https:\u002F\u002Fgithub.com\u002Fsimonw\u002Fasgi-csrf","summaries\u002F9138792c3c82d32d-secure-asgi-apps-with-double-submit-csrf-middlewar-summary",[5148,147],"Protect ASGI apps from CSRF using asgi-csrf: pip install, wrap app with CSRFMiddleware, embed scope['csrftoken']() in POST forms or x-csrftoken headers—rejects invalid POSTs with 403.",[],"yQgwZ3-Or6r2-qxOXj7ZHTCe8jff7FjmJ8fp_ycGjtI",{"id":5413,"title":5414,"ai":5415,"body":5420,"categories":5457,"created_at":119,"date_modified":119,"description":111,"extension":120,"faq":119,"featured":121,"kicker_label":119,"meta":5458,"navigation":135,"path":5472,"published_at":119,"question":119,"scraped_at":5473,"seo":5474,"sitemap":5475,"source_id":5476,"source_name":5405,"source_type":143,"source_url":5477,"stem":5478,"tags":5479,"thumbnail_url":119,"tldr":5481,"tweet":119,"unknown_tags":5482,"__hash__":5483},"summaries\u002Fsummaries\u002Fc65d873b7b933411-wordpress-rest-api-json-access-to-site-content-summary.md","WordPress REST API: JSON Access to Site Content",{"provider":7,"model":5258,"input_tokens":5416,"output_tokens":5417,"processing_time_ms":5418,"cost_usd":5419},4507,1787,9513,0.00128805,{"type":14,"value":5421,"toc":5452},[5422,5426,5429,5432,5436,5439,5442,5446,5449],[17,5423,5425],{"id":5424},"unlock-site-data-without-php-dependencies","Unlock Site Data Without PHP Dependencies",[22,5427,5428],{},"WordPress REST API exposes endpoints like \u002Fwp\u002Fv2\u002Fposts for posts, pages, taxonomies, and other data types. Send HTTP requests to retrieve, modify, or create content, with responses in lightweight, human-readable JSON format. This mirrors JavaScript objects, enabling seamless integration in client-side JS (e.g., Block Editor), mobile apps (Swift, Kotlin), desktop tools, or servers (Node.js, Go, Java). Public content remains public; private, password-protected, or user-specific data requires authentication, preserving site security and privacy.",[22,5430,5431],{},"Trade-off: Simplicity trades minor complexity for structured access over ad-hoc methods. Unlike broader WordPress APIs (e.g., XML-RPC), REST focuses on interrelated object modeling via REST principles—REpresentational State Transfer—for predictable data handling.",[17,5433,5435],{"id":5434},"replace-unstructured-access-with-predictable-queries","Replace Unstructured Access with Predictable Queries",[22,5437,5438],{},"Skip REST if building standard PHP themes\u002Fplugins—WordPress core tools suffice. Opt in for client-side JS apps, non-PHP programs, or when admin-ajax feels unpredictable. REST delivers structured, extensible data flow: query specific fields, filter results, and batch operations efficiently, cutting time on data wrangling to focus on UX.",[22,5440,5441],{},"Impact: Build entirely new admin interfaces, interactive front-ends, or export content to external apps without compromising core functionality. Even vanilla JS\u002FjQuery benefits from REST's reliability over admin-ajax for theme\u002Fplugin enhancements.",[17,5443,5445],{"id":5444},"build-proficiency-step-by-step","Build Proficiency Step-by-Step",[22,5447,5448],{},"Start with key concepts like routes, methods (GET\u002FPOST\u002Fetc.), and namespaces. Practice querying default resources via \u002Fwp-json\u002Fwp\u002Fv2\u002F base. Extend by registering custom endpoints or manipulating responses for new data types\u002Fmetadata. Reference full routes at developer.wordpress.org\u002Frest-api\u002Freference\u002F for production use.",[22,5450,5451],{},"This intro handbook demystifies the API's components; hands-on yields fastest gains for shipping decoupled experiences.",{"title":111,"searchDepth":112,"depth":112,"links":5453},[5454,5455,5456],{"id":5424,"depth":112,"text":5425},{"id":5434,"depth":112,"text":5435},{"id":5444,"depth":112,"text":5445},[118],{"content_references":5459,"triage":5469},[5460,5463,5466],{"type":125,"title":5461,"url":5462,"context":129},"WordPress Block Editor","https:\u002F\u002Fdeveloper.wordpress.org\u002Fblock-editor\u002F",{"type":125,"title":5464,"url":5465,"context":129},"WordPress APIs","https:\u002F\u002Fcodex.wordpress.org\u002FWordPress_APIs",{"type":125,"title":5467,"url":5468,"context":129},"AJAX in Plugins","https:\u002F\u002Fcodex.wordpress.org\u002FAJAX_in_Plugins",{"relevance":132,"novelty":112,"quality":131,"actionability":132,"composite":5470,"reasoning":5471},3.05,"Category: Software Engineering. The article provides a practical overview of the WordPress REST API, which is relevant for developers looking to integrate AI-powered features into their applications. While it offers useful information, it does not present new insights beyond existing knowledge of the API.","\u002Fsummaries\u002Fc65d873b7b933411-wordpress-rest-api-json-access-to-site-content-summary","2026-04-16 02:59:55",{"title":5414,"description":111},{"loc":5472},"c65d873b7b933411","https:\u002F\u002Fdeveloper.wordpress.org\u002Frest-api\u002F","summaries\u002Fc65d873b7b933411-wordpress-rest-api-json-access-to-site-content-summary",[147,5480],"coding","Interact with WordPress sites via JSON endpoints to query, create, or edit posts, pages, and taxonomies from any HTTP\u002FJSON-capable language, powering Block Editor and custom apps.",[],"VtdkQTkPXz-Udhutcks6Cj0hfYk7bx-OaXw_HyWTV4I"]