Stop Putting a Raw LLM in Your CI Pipeline — Put a Sandbox Around It

Mon, 29 Jun 2026 14:00:15 +0000

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There’s a seductive idea floating around every engineering org that has discovered GitHub Actions and GitHub Copilot in the same quarter: what if I just run the Copilot CLI inside an Action and let it triage my backlog? It feels like free leverage. You already automate builds, releases, and labels in Actions; bolting an agent onto that machinery looks like a weekend project.

Security on Agentic Engineering in Action (agentprose demo)

Stop Putting a Raw LLM in Your CI Pipeline — Put a Sandbox Around It