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release-management
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The Friday Model-Swap Triage
Copilot changed models before release. Use this risk-ranked triage plan to decide what to pause, inspect and test before the next merge.
Github CopilotAi CodingRelease ManagementSoftware Risk

AI Release Planning: How Lena Built Two Launch Paths Around a Paused Model Run
A frontier-model run is on hold. Learn how to separate facts from assumptions and keep your next AI release credible.
Frontier ModelsAi Product PlanningModel RiskRelease 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