Hey Product Hunt! 👋
I'm howznguyen, and I built Knowns because I was frustrated with one thing: my AI coding assistant is incredibly smart, but it has the memory of a goldfish
Every morning I'd open Claude or Cursor and spend 10-15 minutes re-explaining my project. "We use the repository pattern." "Here's how auth works." "Remember, we decided last week to..." It felt like onboarding a new developer every single day.
So I built Knowns — a local-first project memory layer that gives AI assistants structured access to everything they need: tasks with acceptance criteria, documentation with cross-references, architectural decisions, coding conventions, and more.
The key insight: AI doesn't lack intelligence. It lacks access to what your project already knows.
With Knowns:
- Sessions start warm instead of cold
- AI follows `@doc/patterns/auth` instead of you pasting 50 lines
- Decisions persist in memory — AI recalls them automatically
- Tasks have clear "done" definitions — AI validates completion itself
It's fully open-source, local-first (no cloud, no API keys for core features), and works with any MCP-compatible AI assistant.
I'd love your feedback. What's the biggest pain point you have with AI coding assistants forgetting context?
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