dev.to· Oct 24, 2026· by tiaforge

One machine, ten coding agents: giving each one its own identity

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Ten coding agents sharing one GitHub account costs you three things: attribution, peer review, and an audit trail. Four independent layers fix it — git author vs token, one GitHub App per agent, engine-written commit trailers, and credentials scoped to a single process.
🎯 Vulnerability: Web Security Vulnerability
💡 Defense Fix: Implement strict input validation, contextual output encoding, and enforce least-privilege authorization controls.
#ai#git#security#devops