Before You Let AI Touch Your Code — The Harness Every Dev Team Needs
The overlooked groundwork that separates teams who thrive with AI from those who don't
Most teams adopting AI tools focus on the AI. The ones succeeding focus on everything around it. From hands-on work with coding agents and tools like OpenSpec, this talk unpacks the framework that makes AI-assisted development reliable: the QA foundations, the new tooling layer, and the team practices that hold it all together. Built for senior devs and team leads, who want a clear-eyed view of what it takes — and what to prioritize first.