📰 Dev.to · Dariusz Newecki

My AI System Logged 35,669 LLM Calls. It Still Couldn’t Tell Me What They Cost.

The Most Powerful Developer in the Room Has Never Heard of SOLID

Four Gates. One Governor. Zero Code Written. CORE Is Autonomous.

79 Seconds: Our AI Governance System's First Autonomous Self-Heal

My Audit Caught My Audit Being Wrong

The AI That Refused To Ship Its Own Fix

How one missing line broke months of autonomous self-improvement — and what fixing it revealed about constitutional software governance

My AI Governance System Passed Its Own Audit. Then I Wrote One Rule. Now It Fails. That's the Point.

My Constitutional Auditor Missed Dead Code. Here's Why — and What I'm Doing About It.

How CORE Used Its Own Pipeline to Eliminate 36 Constitutional Violations — Including Its Own

Closing the Loop: From Audit Violation to AI Fix in One Command

When My AI Blocked Itself: What Constitutional Governance Actually Looks Like in Practice

How I Achieved 70% Autonomous Code Generation with Constitutional AI Governance