# 🎧 START pod: Aakash Mahalingam, CEO & Co-Founder, Canary: β€œAI writes your code. Canary tests it” Page: https://stenobird.com/podcast/start-7171926/start-pod-aakash-mahalingam-ceo-co-founder-canary-ai-writes-your-code-canary-tests-it Text version: https://stenobird.com/podcast/start-7171926/start-pod-aakash-mahalingam-ceo-co-founder-canary-ai-writes-your-code-canary-tests-it.md Podcast: [START](https://stenobird.com/podcast/start-7171926) Published: 2026-05-14T18:27:14+00:00 Episode link: https://share.transistor.fm/s/6d79aab2 Audio file: https://media.transistor.fm/6d79aab2/d17ffa69.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/start-7171926/episodes/start-pod-aakash-mahalingam-ceo-co-founder-canary-ai-writes-your-code-canary-tests-it Duration seconds: 554 ## Resource AI coding tools are making developers faster than ever QA still hasn't caught up Aakash saw it firsthand at Windsurf during the AI coding explosion Then realized: QA is probably a bigger bottleneck than coding itself So he built Canary An AI QA engineer that reads your source code, maps changes to real user flows, spins up remote browsers, and drops video recordings directly into the PR 15 minutes instead of days Now the workflows are getting even crazier One customer already runs a fully autonomous loop: Linear ticket β†’ Cursor background agent β†’ PR β†’ Canary QA β†’ Merge The engineer just reviews the outputs before approving the change Code generation is becoming autonomous QA has to become autonomous too πŸŽ™οΈ Aakash Mahalingam , Co-founder & CEO, Canary on Fondo START pod ‍ 00:15 What Canary does 0:57 Spinning up remote browsers to test 1:42 User flow validation vs file reviews 2:29 How this changes developer workflows 3:12 Lessons from Windsurf and Cognition 3:43 QA is a bigger bottleneck than coding itself 4:08 Pivoting inside YC from regression to feature testing 5:02 Applying to YC five times 6:11 Background agents opening PRs autonomously 6:37 "They didn't write a single line of code to merge that" ‍ Check out runcanary.ai to learn more. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/start-7171926/episodes/start-pod-aakash-mahalingam-ceo-co-founder-canary-ai-writes-your-code-canary-tests-it/transcription-requests` β€” Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/start-7171926/start-pod-aakash-mahalingam-ceo-co-founder-canary-ai-writes-your-code-canary-tests-it.md` β€” Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.