TL;DR: Armature is a Y Combinator Spring 2026 startup Improve how users experience your product through AI Agents, currently active with a team of 3.
Improve how users experience your product through AI Agents
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Armature helps companies monitor, analyze, and optimize how AI agents experience their products. We start with Product Analytics: user sessions on your Claude Connector, ChatGPT App or MCP live inside their AI client, not your UI. Armature captures and shows you what users ask, what agents think and how they use your product. Then, we provide automated testing infrastructure: run complex sessions against your MCPs/CLIs across all major harnesses and models to catch broken workflows before your users do. Finally, our MCP lets your internal coding agents plug into Armature to autonomously fix your product's AX based on our run data. The next step is to provide the foundational infrastructure for the Agent Experience, powering agent-native revenue, lifecycle marketing, and customer support f…
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Yes. Armature was funded by Y Combinator in the Spring 2026 batch. Improve how users experience your product through AI Agents
Armature helps companies monitor, analyze, and optimize how AI agents experience their products. We start with Product Analytics: user sessions on your Claude Connector, ChatGPT App or MCP live inside their AI client, not your UI. Armature captures and shows you what users ask, what agents think and how they use your…
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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