How We Make Claude Remember: Learnings Over Skills

Skills don’t reliably auto-invoke. We built a three-layer system: searchable learnings files, a curation skill, and a post-commit hook that reminds you to document.

February 2, 2026 · 2 min · Eugene Oleinik

The Iteration Trap: When AI Makes You a Spectator

The iteration trap is really a clarity trap. You iterate because you don’t know what you want.

December 28, 2025 · 3 min · Eugene Oleinik

CLAUDE.md: Building Persistent Memory for AI Coding Agents

How to use a curated CLAUDE.md file as institutional memory for Claude Code, so your AI agent stops repeating the same mistakes every session.

December 22, 2025 · 5 min · Eugene Oleinik