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.
Justin D'Souza@jqdsouza1,483 followers25d agoPost text
Quoted from XWe’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.
This entry is part of the launch video directory and the AI Coding launch videos. Counts are read from X every 15 minutes; see the methodology.