Belay
Lessons from your coding agent's mistakes, carried forward
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Belay turns your Claude Code and Codex sessions into lessons your agent carries into the next one. It reads the history already on your disk, finds what kept going wrong, and proposes lessons backed by the exact turns. You review and approve each one. At the start of the next session, your agent is shown the approved lessons as a Mission Pack and must ask before using them. Belay never edits your project files. Local, encrypted, no account, MIT engine.
PH · launched Sep 22, 2026 · 1 upvote (top 69%) · 0 views
Niche: ai agent memory infrastructure · 350 launches, 11 in the last 7 days ▼ -58% · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
- Open Source
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 350 launches in ai agent memory infrastructure →
Could you build this?
Yes Belay reads local CLI/agent session log files (JSON/markdown), runs an LLM over them to identify failure patterns, and outputs curated rules or system prompt additions.
Competitors
Other products that read as similar to this one : 372 launches clear the similarity bar, closest 8 shown.
Attention rank: #302 of 373 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 287 days after the earliest competitor.
- Sonah · ph · 2026-10-26 · 9 upvotes · similarity 0.48
- Off the Wall · ph · 2026-11-02 · 2 upvotes · similarity 0.47
- Agent-replay · ph · 2026-10-10 · 1 upvotes · similarity 0.46
- Coding Wrapped · ph · 2026-10-31 · 86 upvotes · similarity 0.46
- Run My Agents · ph · 2026-11-07 · 3 upvotes · similarity 0.45
- Vesalius · ph · 2026-10-26 · 8 upvotes · similarity 0.44
- Agent Overwrite Grader · ph · 2026-10-27 · 1 upvotes · similarity 0.43
- PlaybookDiff · ph · 2026-09-10 · 1 upvotes · similarity 0.43
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.