📰 Dev.to · Theo Valmis

Articles from Dev.to · Theo Valmis · 4 articles · Updated every 3 hours · View all reads

All ⚡ AI Lessons (26770) ArXiv cs.AI Dev.to AI Medium · AI Medium · Programming Medium · Machine Learning Medium · Cybersecurity

Autonomous Code Remediation Requires Architectural Governance

Dev.to · Theo Valmis 💻 AI-Assisted Coding ⚡ AI Lesson 8h ago

Autonomous Code Remediation Requires Architectural Governance

As autonomous code generation matures, the bottleneck shifts from generation quality to governance consistency. Here is why review cannot solve it.

Quantifying GitHub Copilot's Impact: What the SPACE Framework Actually Reveals

Dev.to · Theo Valmis 1d ago

Quantifying GitHub Copilot's Impact: What the SPACE Framework Actually Reveals

The SPACE Framework (Satisfaction, Performance, Activity, Communication, Efficiency) reveals what raw Copilot metrics miss and where the governance gap lives.

I shipped an AI-generated PR that violated four of our own architecture decisions. Nobody caught it

Dev.to · Theo Valmis 💻 AI-Assisted Coding ⚡ AI Lesson 2d ago

I shipped an AI-generated PR that violated four of our own architecture decisions. Nobody caught it

`--- title: "I shipped an AI-generated PR that violated four of our own architecture decisions....

Architectural drift is the silent tax on AI-assisted development

Dev.to · Theo Valmis 5d ago

Architectural drift is the silent tax on AI-assisted development

The dirty secret of shipping with AI coding agents: every PR is locally optimal and globally...