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Vaidya: Composio evolves agent skills by analyzing usage patterns

Karan Vaidya · ⚡️Composio: 10,000+ tools that evolve for Agents — Karan Vaidya and Soham Ganatra · Aug 4, 2025 · at 0:36

Karan Vaidya, co-founder of Composio, explains the platform's core architecture and value proposition for developers building AI agents following their Series A announcement.

0:00 / 0:47exact quote · 47.0s
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“We are kind of self evolving skills now for agents. So people building or using agents want to like basically make Agents interact with their apps. They can use Composio. We manage all the authentication and user account related stuff for them so that they don't have to take care of all that and provide agent friendly skills, which can be anything from like a direct API call to a somewhat more complex, like directly agent giving national language tasks to an app. And the idea is that kind of like the skills evolve over time. So we analyze the patterns of how The agents are using these skills and kind of like the specific usage patterns of a particular agent and improve these skills over time so that the agentic reliability is on the higher side over time.”

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More from Karan Vaidya

Insight
Vaidya: LLM agents get confused when exposed to over 20 tool actions
“More than like 20, 25 actions like just confuses the server. Like it's not able to kind of like figure out which tool to use. And same goes with like, if the schema of the tools are really complex, that also confuses the agent.”
Karan Vaidya Aug 4, 2025 ▶ 10:46 ⚡️Composio: 10,000+ tools that evolve for Agents — Karan Vaidya and Soham Ganatra
Disclosure
Karan Vaidya: Composio runs an internal agent to build and evaluate skills
“We have an agent essentially, which builds a lot of these skills and kind of like does a lot of like testing as well as eval. So it's like, you can say like agent as an eval where our internal agent uses these tools and kind of like we figured out where it is …”
Karan Vaidya Aug 4, 2025 ▶ 5:38 ⚡️Composio: 10,000+ tools that evolve for Agents — Karan Vaidya and Soham Ganatra
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