Blog — Intrane.fr

Engineering · August 2026

15 Lines of Bash Beat My 3,000-Line Search Engine

I built a Go search engine with TF-IDF, graph theory, and bidirectional stemming. It lost to a shell script embedded in a 79 KB binary. Then I made the Go engine learn from the shell script. Here's what happened.

#memgraph #supercli #skills.match #search #irony #ai-engineering

Product · July 2026

The Skill Graph — Why My Agent Was Using the Wrong Skill

I have 197 skills across 67 namespaces. My agents were finding the wrong one half the time — or missing it entirely. memgraph is a skill discovery engine that builds a knowledge graph from SKILL.md files and ranks them by relevance to the task at hand. TF-IDF + graph boost, a galaxy visualization, and a feedback command that dual-writes to a central relay. One Go binary, MIT, agent-first.

#memgraph #agent-first #skill-discovery #cli #devtools