Komi-learn
continuous memory and self-improvement for coding agents
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HN · launched May 31, 2026 · 27 upvotes (top 21%) · 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
Visit website ↗ Source listing ↗
More like this: all 350 launches in ai agent memory infrastructure →
Could you build this?
Partial Creating a basic prompt-chaining agent that logs errors to a vector store is easy, but implementing a robust continuous memory and self-improving reasoning architecture for coding agents requires novel evaluation harnesses and memory compaction mechanisms.
What it would actually take: A functional system needs a local or hosted harness that intercepts agent tool calls and test outputs, stores episodic traces in a graph or vector database, and applies automated reflection/distillation algorithms to rewrite system guidelines or skill libraries. Key challenges include avoiding context pollution, preventing catastrophic forgetting in agent prompts, and building benchmark-driven verification loops. This requires expertise in agentic memory architectures and reinforcement learning from execution feedback.
Discussion
3 comments analyzed.
Competitors mentioned: Structured markdown files, LoCoMo (benchmarking tool)
Concerns raised: No evidence it actually works better than markdown files, Lacks benchmarks for long context sessions, Agents often ignore or don't read markdown files in full
Feature requests: Automatic injection of relevant information into context
Competitors
Other products that read as similar to this one : 3905 launches clear the similarity bar, closest 8 shown.
Attention rank: #793 of 3906 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 214 days after the earliest competitor.
- Friday · hn · 2026-09-16 · 9 upvotes · similarity 0.79
- kubic · github · 2026-10-22 · 42 upvotes · similarity 0.76
- jev_project_context · github · 2026-09-22 · 9 upvotes · similarity 0.75
- IHMT-MEMORY · github · 2026-09-30 · 17 upvotes · similarity 0.75
- MuscleMemory · hn · 2026-10-25 · 7 upvotes · similarity 0.75
- A framework that makes your AI coding agent learn from every session · hn · 2026-02-10 · 8 upvotes · similarity 0.74
- machine · github · 2026-10-22 · 32 upvotes · similarity 0.73
- PMB · hn · 2026-06-29 · 26 upvotes · similarity 0.73
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