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⚡ AI Lessons
Dev.to · Dan Mercede
🔐 Cybersecurity
⚡ AI Lesson
2w ago
A Checkpoint Is Not Durable Until the Write Lands
A Checkpoint Is Not Durable Until the Write Lands Short Essay · 2026-08-03 · 11:50 AM...
Dev.to · Dan Mercede
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Green CI Proved Nothing
Green CI Proved Nothing Experiment Log · 2026-07-21 · 08:58 AM PT Hypothesis: A...
Dev.to · Dan Mercede
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
The Timeout That Ate My Commit
The Timeout That Ate My Commit Short Essay · 2026-07-20 · 01:30 AM PT Claim: An agent...
Dev.to · Dan Mercede
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Giving Your Coding Agent Web Access Without Wrecking Its Context Window
Most coding agents get web access the lazy way: a fetch tool that returns raw HTML, a search tool...
Dev.to · Dan Mercede
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
The Reviewer Blessed the Bug: Why Agent-Written Code Needs Layered Review
A security reviewer read my diff and signed off on a specific claim: the credential-scrubbing was...
Dev.to · Dan Mercede
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Open-Source the Gate, Not the Verdict
It is tempting to think the intelligence is the product — that a sharper reviewer model is what makes...
Dev.to · Dan Mercede
🔐 Cybersecurity
2mo ago
Pre-Execution Authority Gates: Why Governance Must Be Evaluated Before State Mutation
Part I — Runtime Governance Engineering The runtime governance control plane begins with a...
Dev.to · Dan Mercede
📰 AI News & Updates
2mo ago
The Authority Gate, Made Runnable: Fail-Closed Merge Admission for Agent-Written Code
Part I — The Gate, Made Runnable Every argument for runtime governance eventually meets the same...
DeepCamp AI