Intent gets translated by mediating agents

Karan Vaidya says agents like Claude Code act as mediating layers, turning user intent into the right Composio tool and auth actions.

Play episode from 36:39

chevron_right

Transcript

chevron_right

Transcript

Episode notes

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 (https://aistudio.google.com/) or the Gemini app.

Sponsors:

Tasklet:

Tasklet: Build your own Cognitive Revolution monitoring agent in one click.
Try it for free and use code COGREV for 50% off your first month at https://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 https://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 https://claude.ai/tcr

CHAPTERS:

(00:00) About the Episode

(03:38) Special Sponsor

(05:10) Composio overview and harness

(10:20) Users, trust, security

(19:45) Sandboxes and execution (Part 1)

(19:53) Sponsors: Tasklet | VCX

(22:46) Sandboxes and execution (Part 2)

(28:07) Smart MCPs and skills (Part 1)

(34:25) Sponsor: Claude

(36:38) Smart MCPs and skills (Part 2)

(44:10) Context, access, upgrades