Subvolts take AI agents get a toolkit: Composio connects them to thousands of apps for complex tasks. Mar 22, 2026 - Developers
- Learn how to build AI agents that can leverage a vast ecosystem of existing software tools for complex operations.
- Business
- Understand how AI agents can be integrated into workflows to automate more sophisticated tasks and jobs.
This interview explores a practical platform for enhancing AI agent capabilities by integrating with existing software tools.
Your Agent's Self-Improving Swiss Army Knife: Composio CTO Karan Vaidya on Building Smart Tools
Audio streams from Erik Torenberg, Nathan Labenz. Your place is remembered on this device.
From Subvolts
Summary and analysis by Subvolts editorial, AI-assisted.
This episode of The Cognitive Revolution features Karan Vaidya, CTO of Composio, discussing their platform that connects AI agents to over 50,000 tools across 1,000 apps. Vaidya explains Composio's approach to tool discovery, security, and real-time improvement via an AI feedback loop. The conversation also covers avoiding model lock-in and the potential for AI agents to handle complex, job-like tasks.
Imagine giving an AI a toolbox with over 50,000 tools from different apps. Composio builds this toolbox, letting AI agents pick the right tool for any job. This helps AI do more than simple tasks, acting more like a helpful assistant.
This episode offers insight into how AI agents can become more capable by integrating with existing software. It's for developers and businesses looking to build more powerful AI applications. Composio's approach to tool integration and model-agnostic skills is relevant as frontier labs like Google Gemini and Anthropic develop more sophisticated agents that need to interact with the real world.
- HostNathan Labenz
- GuestKaran VaidyaCTO, Composio
- Guest: Karan Vaidya, CTO of Composio
- Episode Title: Your Agent's Self-Improving Swiss Army Knife: Composio CTO Karan Vaidya on Building Smart Tools
- Show: The Cognitive Revolution
- Length: 99 minutes
- Tools Available: Over 50,000 tools across 1,000+ apps
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:
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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
(54:05) Skills and model lock-in
(01:03:51) Memory and agent tools
(01:09:21) AI and SaaS disruption
(01:20:20) Agents, costs, labor
(01:31:18) Monetization and interfaces
(01:36:13) Episode Outro
(01:39:56) Outro
PRODUCED BY:
SOCIAL LINKS:
Website: https://www.cognitiverevolution.ai
Twitter (Podcast): https://x.com/cogrev_podcast
Twitter (Nathan): https://x.com/labenz
LinkedIn: https://linkedin.com/in/nathanlabenz/
Youtube: https://youtube.com/@CognitiveRevolutionPodcast
S
- AI agents
- Karan Vaidya
- Software programs designed to perform tasks autonomously, often mimicking human intelligence.
- model lock-in
- Karan Vaidya
- Being dependent on a specific AI model, making it hard to switch to another provider.
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44 min
58 minQuestions people ask
- What is Composio?
- Composio is a platform that allows AI agents to access over 50,000 tools across more than 1,000 applications through a single interface.
- How does Composio improve tools?
- It uses an AI-powered feedback loop that continuously improves tools in real time, handling aspects like discovery, authentication, and sandboxing.
Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Erik Torenberg, Nathan Labenz.