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Articles from Dev.to · Dariusz Newecki · 8 articles · Updated every 3 hours · View all reads

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The AI That Refused To Ship Its Own Fix

Dev.to · Dariusz Newecki 1w ago

The AI That Refused To Ship Its Own Fix

Or: what constitutional governance actually looks like in practice I spent today doing something...

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

Dev.to · Dariusz Newecki 2w ago

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

CORE is a system I've been building for over a year. Its purpose is to govern and autonomously...

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

Dev.to · Dariusz Newecki 3w ago

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

This morning CORE's audit looked like this: Rules declared: 115 Rules executed: 99 Total...

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

Dev.to · Dariusz Newecki 1mo ago

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

A live investigation. This post will be updated as I dig deeper, fix it, and reflect on what it...

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

Dev.to · Dariusz Newecki 1mo ago

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

Or: what happens when the enforcer has to obey its own law. I've written before about CORE...

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

Dev.to · Dariusz Newecki 1mo ago

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

Every developer who uses static analysis tools knows the feeling. You run your linter or audit tool,...

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

Dev.to · Dariusz Newecki 1mo ago

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

This morning, CORE — my autonomous AI development system — blocked its own self-healing workflow. No...

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

Dev.to · Dariusz Newecki 4mo ago

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

🚀 UPDATE (January 2026): CORE v2.2.0 Released Since this post, we've achieved a major milestone:...