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ai-coding-agents
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The 2 AM Stack Trace That Names a Method That Was Never Real
An AI coding agent invented a convincing API method. Here is the evidence-first sequence for finding, fixing and preventing the production failure.
Ai Coding AgentsProduction DebuggingApi HallucinationsSoftware Reliability
Friday, 4:47 PM: The Agent Stops
Before calling an AI coding agent production-ready, request these runtime logs, diffs, permission records and recovery proofs.
Ai Coding AgentsAgent RuntimeProduction ReadinessSoftware Reliability
The day an engineering manager pauses an AI coding rollout after realizing the procurement checklist measures productivity but not autonomous cyber capability.
Your AI coding checklist may measure speed while missing cyber autonomy. Add the tests and stop conditions that protect production.
Ai Coding AgentsCybersecurityProcurementRisk Management
Code scanning context: What Priya's rollback taught her about the gap between scanners and agents
A clean scan missed the vulnerability anyway. What happened when a founder's code was evaluated without the context her coding agent already had.
Security ScanningCode VulnerabilitiesAi Coding AgentsRelease Management