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Radar

You don't need an AI SRE. Give your agent Radar.

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Your agent knows Kubernetes. It doesn't know your cluster. Radar (open-source) gives it context over MCP: ranked issues, a change timeline, logs and owners in one view. New: click Investigate on a failing workload. Claude Code, Codex or Cursor finds the root cause, read-only, with evidence for each claim. In our benchmark of 50 live faults across six tools, Radar found the most root causes. Radar Cloud investigates every alert and posts findings to Slack.

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PH · launched Oct 29, 2026 · 123 upvotes (top 1%)

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Could you build this?

Partial The dashboard and MCP wrapper are buildable with AI help, but accurate Kubernetes diagnostics, ranking, and read-only root-cause investigation depend on deep cluster-operations knowledge.

What it would actually take: A real version needs Kubernetes API informers for live state, event and log ingestion, and a ranking model that correlates changes, events, and failures into prioritized issues. Safe read-only access and trustworthy evidence-backed root-cause output require SRE and Kubernetes security expertise, plus testing against many real cluster failure modes.

Competitors

Other products that read as similar to this one : 126 launches clear the similarity bar, closest 8 shown.

Attention rank: #3 of 127 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 354 days after the earliest competitor.

Other launches for this product