A About
Armature is an Agent Experience (AX) platform that tests, monitors, and optimizes how external AI agents interact with a product's MCP server and CLI. It runs real agents across models and harnesses to catch broken agent workflows before users do, and can auto-remediate via its own MCP. Y Combinator-backed (Spring 2026).
Focus Areas
Technology Focus
ml ops ai agents
Quick Stats
- Founded
- 2026
- Status
- private
- Type
- startup
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