Insights

Notes on AI-driven software delivery — spec-driven development, the AI-DLC → ADLC maturity model, and where human judgment stays load-bearing.

September 5, 2026

From Story to Release: An Engineering Harness

Joe Davault, Founder — AI is moving the engineer’s abstraction layer up from writing code to designing and governing the system that produces it. The Engineering Harness is the context, constraints, verification, and authority model that makes that transition safe, repeatable, and measurable.

Coming soon

Orchestrating Autonomy
Your Developers Adopted AI. Your Engineering System Didn't.
AI-DLC vs ADLC
Measuring AI Engineering ROI
Founder / CTO Perspectives