Why My AI DevOps Team Runs on a Ralph Loop
My AI DevOps board looked frozen for twelve hours. The fix was not smarter orchestration, but a Ralph loop with real hard stops.

Practical AI for business
Principal AI Strategist at Cloverbase. Microsoft MVP since 2012. Co-author of Microsoft 365 Copilot Adoption. Host of The Intelligence Age Podcast with 837+ episodes.
My AI DevOps board looked frozen for twelve hours. The fix was not smarter orchestration, but a Ralph loop with real hard stops.

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