Instead of black-box agents or yet another UI, Unideploy integrates directly with ChatGPT and Claude via MCP, grounding AI reasoning in real production data. It analyzes incidents, proposes recovery steps, and executes only after human approval — with verification and automatic rollback by design. This is AI-assisted DevOps, without losing control.

👋 Hi Product Hunt! I’m the founder of Unideploy. We built Unideploy after repeatedly seeing the same problem during production incidents: alerts fire, dashboards explode, Slack fills up — and engineers still have to manually piece together what changed and what’s safe to do. Unideploy connects ChatGPT or Claude directly to real DevOps tools (AWS, Kubernetes, CI/CD) using MCP. The AI reasons about incidents using live metrics and recent changes, proposes safe recovery plans, and executes only after human approval — with verification and rollback built in. There’s no new UI, no autonomous agents, and no magic. Just AI-assisted reasoning on top of deterministic, production-grade tools. We’re launching with a focus on incident recovery, but would love feedback on: Where AI helps most during on-call What you’d never trust automation with What’s missing from today’s incident workflows Happy to answer any technical questions. Thanks for checking it out 🙏