Beacon raises $5.5M seed for open-source cross-tool memory layer for coding agents

Scobleizer · x · 2026-10-20

Beacon is an open-source memory layer for AI coding agents that tackles the pain of re-explaining your project every time you switch tools. It persists sessions across Claude Code, Cursor, Codex and 20+ harnesses, continuously distilling them into reusable skills so the next agent inherits prior debugging habits and context — one command hands off the work.

Backer Asymptote Labs just closed a $5.5M seed round. The founders argue the next leap in AI coding won't come from OpenAI or Anthropic, but from a new feedback loop that learns from you — letting users, not frontier labs, benefit from their own session data. The project is on GitHub under MIT (1.8k stars, 171 forks).

Related event: Open-source Beacon raises $5.5M seed for cross-tool AI coding agent memory(2 posts)→

Original post →

More from coding & agent

coding & agent channel →