Systems that have to keep working while you rebuild them underneath the people using them.
I'm Victor Chevalier. I lead engineering for security platforms at enterprise scale, and I publish the architecture decisions, measurements and postmortems as I go — the reasoning, not just the result.
Latest articles
All articles →No articles published yetFive drafts are in the repository awaiting review. Nothing publishes without approval.
Projects
All projects →ailocal
Runs Claude Code, Codex CLI and VS Code Copilot Chat against models on your own Mac. Detects the clients you already have and configures all of them from one source of truth.
2 releases
Cadence
A language-agnostic multi-agent product team — sixteen specialist roles shipped to three AI coding environments from one source of truth, plus the repository-intelligence layer they share.
TypeScriptNodeMCP
Pawsome Pals
A full production pipeline for a children's animated series — scripts through character art, voices and final video. A media pipeline treated as a software system.
Current research
All research →Experiments, benchmarks and architecture reviews — measured work, not papers.
Structure ready, no entries yetResearch gathers benchmarks, research notes and architecture reviews as they are written.
Recent notes
All notes →About
Full profile →Senior Manager, Software Engineering Cybersecurity at Stratascale. Twenty years across enterprise software and cybersecurity, currently running engineering for a continuous threat exposure management platform — and still close enough to the implementation to make consequential decisions responsibly.