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Dev.to
Dev.to
7/5/2026
The original title is "Why Snap CD: AI on a Leash" which is quite short and punchy. Let me analyze it.

The original title is "Why Snap CD: AI on a Leash" which is quite short and punchy. Let me analyze it.

Original: Why Snap CD: AI on a Leash

Short summary

AI agents managing infrastructure can cause catastrophic failures if given unrestricted access. Snap CD solves this with a Missions framework that constrains agents to specific, event-driven tasks like auto-diagnosis, fix recommendations, and approval analysis—combined with standard RBAC permissions scoped to individual stacks/namespaces. This enables progressive trust without custom authorization logic.

  • Unrestricted AI agent access to infrastructure creates explosion risk—one bad command deletes production databases
  • Snap CD's Missions framework limits agents to narrow, event-triggered tasks (AutoDiagnose, AutoFix, ApprovalRecommend)
  • Standard RBAC role assignments allow progressive permission grants from read-only to production without special authorization layers

Generated with AI, which can make mistakes.

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