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Persistent memory for coding agents across tools
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new open-source memory for coding agents! one of the dumbest things about building products with AI: you spend hours teaching an agent your codebase Then you switch from Claude Code to Codex, and suddenly you're onboarding a new developer again same project same bugs same explanations Beacon keeps your context, fixes, and workflows across different tools so when you switch agents, you don't have to start from zero every time
jqdsouza@jqdsouza4d ago
We’re betting our $5.5M seed round that the next leap in AI coding won’t come from OpenAI or Anthropic. It’ll come from a new feedback loop that learns from you. Introducing Beacon: open-source, self-improving memory for coding agents. Your sessions capture how you debug and solve problems. Today, that context gets lost and you have to re-explain things every time you switch tools. Beacon continuously distills your sessions into reusable skills across Claude Code, Cursor, Codex, and 20+ harnesses, so your next agent can learn from the last. Beacon is free and OSS 🌟 https://t.co/Q6gvnXXT5f Why should the frontier labs be the only ones winning with your sessions? You already did the work. Now let your coding agents learn from you.