ShipFast is an autonomous AI dev framework that eliminates context rot. Instead of bloated chat history, it uses a SQLite knowledge graph (Brain.db) to persist functions, imports, decisions, and errors. Each task runs with fresh context while learning over time. Result: 70–90% fewer tokens, better code quality. Works with Claude Code, Cursor, Copilot, Windsurf and more.
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Maker
📌
Hey Product Hunt! 👋
I’m the solo developer behind ShipFast.
I built this after repeatedly facing the same issue with AI coding tools — the longer the session, the worse the output. Context gets bloated, quality drops, and token usage explodes.
The key idea behind ShipFast is simple:
👉 Separate memory from context.
Instead of relying on chat history, ShipFast stores knowledge in a structured SQLite database (Brain.db), including functions, imports, decisions, and even past errors.
Each new task runs with fresh context, but still benefits from everything learned before.
Results I’ve seen:
- 70–90% reduction in token usage
- More consistent code quality
- Faster iterations over time
Would love your feedback, ideas, or even criticism — happy to answer anything! 🚀