📰 Dev.to · Theo Valmis
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⚡ AI Lessons (26770)
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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.

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.

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....

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...
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