The Journey: From Coverage Metrics to Behavior-First
The final post in a 9-part series — tying together every lesson learned on the journey from brittle 80% coverage to resilient behavior-first testing.
TDD with AI: Supervising Agents Through Tests
How test-driven development becomes even more powerful when AI agents write the code — tests as contracts, specifications, and the primary communication channel.
Tests as PR Documentation
Why the first thing I look at in any pull request is the tests — and how treating diffs as a communication medium makes code review faster and more effective.
The Behavior-First Mindset
How shifting from code-first to behavior-first thinking transforms testing, TDD, and API design — and why it matters more than ever with AI agents writing code.
Work
- Company
- Outbound.com
- Role
- CoFounder & CTO
- Date
- Company
- Linq.com
- Role
- Director of Engineering
- Date
- Company
- Script (Acquired by LINQ)
- Role
- Co-Founder & CTO
- Date