beacon.sh
Open-source self-improving memory for AI coding agents
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Beacon turns agent sessions across Claude Code, Cursor, Codex, OpenCode, and 20+ other harnesses into a compounding knowledge layer, so every agent starts smarter than the last. It captures every agent trace across your environment and turns activity into clear operational visibility. Get started for free at beacon.sh
PH · launched Nov 2, 2026 · 369 upvotes (top 1%) · 0 views
Niche: ai agent memory infrastructure · 350 launches, 11 in the last 7 days ▼ -58% · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- Developer
- AI-native
- Hobby / open-source project
- Open Source
- Developer Tools
- GitHub
- SDK
Visit website ↗ Source listing ↗
More like this: all 350 launches in ai agent memory infrastructure →
Could you build this?
Yes The core is an open-source memory store that ingests agent session logs and retrieves summaries. Hooks for each harness are tedious but ordinary engineering, and LLM summarization covers the 'self-improving' part.
Competitors
Other products that read as similar to this one : 2063 launches clear the similarity bar, closest 8 shown.
Attention rank: #3 of 2064 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 369 days after the earliest competitor.
- Open Agentic Brain & Memory (OpenAB) · ph · 2026-10-20 · 1 upvotes · similarity 0.56
- Beacon · hn · 2026-05-18 · 21 upvotes · similarity 0.56
- Beacon · ph · 2026-10-02 · 1 upvotes · similarity 0.56
- self-compact-pi-agent · github · 2026-09-20 · 54 upvotes · similarity 0.56
- friday · github · 2026-09-16 · 47 upvotes · similarity 0.54
- IHMT-MEMORY · github · 2026-09-30 · 17 upvotes · similarity 0.54
- Helm · github · 2026-09-20 · 10 upvotes · similarity 0.53
- carafe · ph · 2026-10-26 · 2 upvotes · similarity 0.53
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.