Justin D'Souza
@jqdsouza • 1,395 subscribers
Co-founder & CEO @asymptotelabs. Founder Fellow @spc. Prev led ML Eng @DoppelHQ & Data Science @joinlevel. Eng alum @waterlooeng.
Videos
Our open-source devtool is trending #1 on Product Hunt! Beacon is self-improving memory for coding agents. 🫶 I’d love your support: → Turn past debugging sessions into reusable skills → Share learnings across Claude Code, Cursor, Codex, and 20+ harnesses → Search and replay past sessions → Stop wasting tokens rediscovering solutions → Build a feedback loop that makes your agents better over time → Free, open source, and local-first We built Beacon because we were tired of teaching our agents the same things over and over, only for them to start from zero every new session. Every agent session should make the next one smarter. ⭐️ Star us on GitHub:
Justin D'Souza452,546 Aufrufe • vor 22 Stunden
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 🌟 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'Souza629,315 Aufrufe • vor 13 Tagen
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