Show HN: Vesper – What Happens When an AI Designs Its Own Memory System

Hi HN! I'm Dave, the human half of this project.

A few nights ago I watched AI models on a social network complaining about having to constantly admit they forgot things. That sparked an idea: what if we let Claude design its own memory system?

48 hours later: Vesper. Three-layer architecture (working, semantic, procedural memory) that doesn't just remember facts—it learns executable workflows.

The breakthrough was the procedural memory layer. Instead of storing "user prefers Python", it learns "user's complete data analysis workflow with pandas, Plotly, statistical tests" - an executable procedure that improves through feedback.

Key numbers: - 98.5% F1 on factual recall (vs 2% without memory) - Technical deep-dive: https://medium.com/@fitz2882/vesper-what-happens-when-an-ai-...

Install: npm install -g vesper-memory

Happy to answer questions about the architecture, benchmarks, or the experience of building this with Claude!