TL;DR: Armature is a Y Combinator Spring 2026 startup builds, monitors and optimizes products' Agent Experience., currently active with a team of 3.
Armature builds, monitors and optimizes products' Agent Experience.
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Armature helps companies monitor, analyze, and optimize how AI agents experience their products. What we do today: - Automated testing: We run complex sessions against your MCPs/CLIs across all major harnesses and models to catch broken workflows before your users do. - AX analytics & benchmarking: No more black boxes. We trace agent sessions to show you exactly what the model "thought", what context it missed, and why it failed. We measure your AX against competitors to ensure you remain the preferred platform for agents to use. - Auto-remediation: Our MCP lets your internal coding agents plug into Armature to autonomously fix your product's AX based on our run data. Our vision for tomorrow: Reaching full understanding of how agents use your product and how you can improve it is only ste…
Yes. Armature was funded by Y Combinator in the Spring 2026 batch. Armature builds, monitors and optimizes products' Agent Experience.
Armature helps companies monitor, analyze, and optimize how AI agents experience their products. What we do today: - Automated testing: We run complex sessions against your MCPs/CLIs across all major harnesses and models to catch broken workflows before your users do. - AX analytics & benchmarking: No more black boxes…
Armature was part of Y Combinator's Spring 2026 batch.
Armature has a team of 3 people according to Y Combinator's directory.
Armature is currently listed as Active with a team of 3 in Y Combinator's directory.
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