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AI harness engineering for developer experience

smartsdlc.dev LinkedIn X Bluesky

👋 Hi, I'm Jonathan

I help engineering organizations adopt AI coding agents at scale, without losing control of quality, security or cost. Today I roll them out to 1,200+ engineers in a regulated financial organization, after 20 years of developer experience work. Nx Champion.

🎓 Teach

Plugins and skills that teach coding agents your environment, rules and conventions, before they act.

🚧 Enforce

Checks where they hold: CI and branch protection, and guardrails only for risky actions.

📏 Measure

Telemetry on the skills used, the cost per task and how often a human steps in. Start here.

✍️ Latest articles

Governing AI Coding Agents in the Enterprise, Without Locking Them Down
Teach by default, enforce by exception, measure to decide. With a benchmark across 3 models.
October 2026
Skill is the new package format for AI
How reusable, markdown-based instructions are becoming the npm of AI agent development.
February 2026
AI-Powered SDLC: Building an AI Framework for Developer Experience
A practical guide to integrating AI across your software development lifecycle.
January 2026

All articles and talks →

🎤 Talks

  • Poly Monorepos, the Best of the Two Worlds, React Brussels 2024 · video · slides
  • Poly Monorepos, the Best of the Two Worlds, Monorepo World 2024 · video · slides
  • Micro Frontend : libérer le potentiel de l'Importmap 🇫🇷, DevFest Nantes 2024 · video · slides
  • Micro Frontend: Unleashing Importmap's Potential, This Is Learning Conf 2024 · video · slides

🤝 Let's talk

Adopting coding agents in your company? I'm happy to compare notes.

Book a 30-minute call

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