I work on reliable agentic development: harnesses, evals, and verification loops. The hard part is proving the output is right, not generating more of it.
16 years of software engineering, two CTO mandates.
Latest write-ups:
- Useless Harness Experiment
- How Far Can Deterministic Guards Push a Document Extraction Pipeline Before a Human Has to Look?
- Four Months of Spec-Driven Development, Daily
More at pittscraft.com.



