One post tagged with "credential-management"

Every DevOps team has a credential rotation policy. Most have automated it for their services, CI pipelines, and databases. But the moment you deploy an autonomous AI agent that holds API keys across five different integrations, that rotation policy becomes a landmine. The agent is mid-task — triaging a bug, updating a ticket, sending a Slack notification — and suddenly its GitHub token expires. The process looks healthy. The logs show no crash. But silently, nothing works anymore.

This is the credential rotation problem that nobody mapped from DevOps to AI. Traditional rotation assumes predictable, human-managed workloads with clear boundaries. Autonomous agents shatter every one of those assumptions.