Your Agent's Self-Improving Swiss Army Knife: Composio CTO Karan Vaidya on Building Smart Tools

Karan Vaidya, CTO of Composio, explains how their “smart tool” platform lets AI agents access over 50,000 tools across 1,000+ apps through a single interface. He details how Composio handles tool discovery, authentication, sandboxes, and logging, and how an AI-powered feedback loop continuously improves tools in real time. The conversation explores avoiding model lock-in through robust skills and instructions, translating capabilities across model providers, and why the best agent use cases look more like full jobs than isolated tasks.

Google: Try Google's latest and greatest model, Gemini 3.1 Pro, in AI Studio (aistudio.google.com) or the Gemini app.

Sponsors:

Tasklet:

Tasklet: Build your own Cognitive Revolution monitoring agent (tasklet.ai/?prompt=Monitor%20via%20RSS%20the%2…)%20and%20notify%20me%20(ask%20me%20how%20I%20want%20to%20be%20notified))in one click.
Try it for free and use code COGREV for 50% off your first month at tasklet.ai

VCX:

VCX, by Fundrise, is the public ticker for private tech, giving everyday investors access to high-growth private companies in AI, space, defense tech, and more. Learn how to invest at getvcx.com

Claude:

Claude is the AI collaborator that understands your entire workflow, from drafting and research to coding and complex problem-solving. Start tackling bigger problems with Claude and unlock Claude Pro’s full capabilities at claude.ai/tcr

CHAPTERS:

() About the Episode

() Special Sponsor

() Composio overview and harness

() Users, trust, security

() Sandboxes and execution (Part 1)

() Sponsors: Tasklet | VCX

() Sandboxes and execution (Part 2)

() Smart MCPs and skills (Part 1)

() Sponsor: Claude

() Smart MCPs and skills (Part 2)

() Context, access, upgrades