{"podcast":{"title":"\"The Cognitive Revolution\" | AI Builders, Researchers, and Live Player Analysis","slug":"the-cognitive-revolution","podcast_index_feed_id":6011783,"rss_url":"https://feeds.megaphone.fm/RINTP3108857801","website_url":"https://www.cognitiverevolution.ai/","image_url":"https://megaphone.imgix.net/podcasts/30f818da-c930-11ed-9b4b-1352ca96fb17/image/888e2c534b7c2534213c97e025646932.png?ixlib=rails-4.3.1&max-w=3000&max-h=3000&fit=crop&auto=format,compress","author":"Turpentine","episode_count":346,"summary":"A biweekly podcast where hosts Nathan Labenz and Erik Torenberg interview the builders on the edge of AI and explore the dramatic shift it will unlock in the coming years. The Cognitive Revolution is part of the Turpentine podcast network. To learn more: turpentine.co","last_synced_at":null,"page_url":"https://stenobird.com/podcast/the-cognitive-revolution"},"episode":{"title":"Your Agent's Self-Improving Swiss Army Knife: Composio CTO Karan Vaidya on Building Smart Tools","slug":"your-agent-s-self-improving-swiss-army-knife-composio-cto-karan-vaidya-on-building-smart-tools","published_at":"2026-03-22T20:34:31+00:00","page_url":"https://stenobird.com/podcast/the-cognitive-revolution/your-agent-s-self-improving-swiss-army-knife-composio-cto-karan-vaidya-on-building-smart-tools","show_page_url":"https://stenobird.com/podcast/the-cognitive-revolution","url":"https://www.cognitiverevolution.ai/your-agent-s-self-improving-swiss-army-knife-composio-cto-karan-vaidya-on-building-smart-tools/","audio_url":"https://pdst.fm/e/mgln.ai/e/1113/pscrb.fm/rss/p/traffic.megaphone.fm/RINTP7925447813.mp3?updated=1774209887","summary":"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 (54:05) Skills and model lock-in (01:03:51) Memory and agent tools (01:09:21) AI and SaaS disruption (01:20:2…","meta_description":"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 interf…","key_points":[],"chapters":[],"topics":[],"duration_seconds":5935,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-cognitive-revolution/episodes/your-agent-s-self-improving-swiss-army-knife-composio-cto-karan-vaidya-on-building-smart-tools/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-cognitive-revolution/your-agent-s-self-improving-swiss-army-knife-composio-cto-karan-vaidya-on-building-smart-tools.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}