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Tagged: Database
Practical notes: Vector‑native RAG on Oracle: embeddings, HNSW/IVF, and hybrid
Operable walkthrough of Practical notes: Vector‑native RAG on Oracle: embeddings, HNSW/IVF, and hybrid: contracts, checks, and drop-in code slots for teams shipping this pattern.
11 min readPractical notes: Hybrid Retrieval for Agent Memory: Vector, Lexical, and
Operable walkthrough of Practical notes: Hybrid Retrieval for Agent Memory: Vector, Lexical, and: contracts, checks, and drop-in code slots for teams shipping this pattern.
21 min readUpgrade Prisma to v7 in a Next.js app with driver adapters
Upgrade Prisma to v7 in a Next.js app: ESM, schema and generator updates, dotenv, config modules and client creation through driver adapters, in TypeScript.
3 min readWhy Backend Code That Works Locally Breaks Under Real Production Load
A practical rundown of the environment, database, security, and reliability assumptions that quietly work on localhost but cause outages once real traffic hits production.
39 min read20 Node.js Patterns That Prevent Production Server Downtime
Learn 20 practical Node.js patterns—from error handling to graceful shutdown and connection pooling—that stop crashes before restarts become necessary.
19 min readNode.js API Performance: A Priority-Ordered Optimization Framework
Learn how to triage Node.js API performance fixes into effort-versus-impact tiers so you fix connection pooling and N+1 queries before chasing exotic optimizations.
6 min read
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