Agent Memory Without a Vector DB
Give a local LLM agent long-term memory with Markdown files or SQLite FTS5. Working code, token math, and the point where you finally need embeddings.
All the articles with the tag "sqlite".
Give a local LLM agent long-term memory with Markdown files or SQLite FTS5. Working code, token math, and the point where you finally need embeddings.
Compare Litestream's continuous backup with rqlite's Raft replication for distributed SQLite. Learn when each fits your self-hosted setup.
Why SQLite is the secret weapon for self-hosted apps. WAL mode, concurrency limits, and when to actually leave it behind for Postgres.
Cloudflare Durable Objects solve the one thing serverless can't: coordination. Storage API, WebSocket hibernation, gotchas, and a working rate limiter build.
SQLite is brilliant until you need concurrent writes, replication, or online migrations. Here's the actual line where Postgres earns its keep.