TAH_CARTRIDGE FORMAT: text/plain VERSION: 1 GENERATED_AT: 2026-10-08T21:26:04.736Z SLUG: postgres-mastery TITLE: Postgres Mastery CANONICAL_TITLE: Postgres Mastery TYPE: tah DOMAIN: AI & Learning FORMAT: swarm-stream SHARDS: 1851878770 BYTES: 1786 SHA256: 5c02153ad8bdf8efce69f2d98ff3d5751f3a6225840bd0bac9d51efdaa9d4543 SOURCE: postgres_mastery.tah QUERY_SEED: Postgres Mastery SUMMARY: PostgreSQL Performance: Use EXPLAIN (ANALYZE, BUFFERS) for query profiling. In serverless (Next.js), always use Supavisor (Transaction mode) to prevent connection exhaustion. Indexing: Use Covering Indexes (INCLUDE) for Index-Only scans. An HTML: https://www.sunsetpulse.app/tah/postgres-mastery HEADLESS: https://www.sunsetpulse.app/tah/postgres-mastery/headless JSON_INDEX: https://www.sunsetpulse.app/tah/index.json QUERY_API: https://www.sunsetpulse.app/api/tah?q=Postgres%20Mastery&limit=10 META_API: https://www.sunsetpulse.app/api/tah/postgres-mastery/meta DOWNLOAD: https://www.sunsetpulse.app/api/tah/postgres-mastery/download PREVIEW_SHARDS: [0] SCORE: 0.4400 SOURCE: postgres_mastery.tah TEXT: PostgreSQL Performance: Use EXPLAIN (ANALYZE, BUFFERS) for query profiling. In serverless (Next.js), always use Supavisor (Transaction mode) to prevent connection exhaustion. Indexing: Use Covering Indexes (INCLUDE) for Index-Only scans. Anti-Patterns: Avoid 'SELECT *' and 'COUNT(*)' on large tables; use caching for counts. [1] SCORE: 0.4400 SOURCE: postgres_mastery.tah TEXT: Hybrid Postgres Pattern: Combining pg_vector semantic search with RLS for secure AI retrieval. Always enforce RLS on the embedding tables to ensure users only retrieve semantic matches they are authorized to see. Use Supabase 'rpc' calls to handle complex vector math inside Security Definer functions for performance. [SWARM_LINKS] a11b9110ba4b -> UNRESOLVED, 72fad7cb9706 -> UNRESOLVED