Kavin Jeyasankar

Kavin Jeyasankar

Founder. Building a RAG platform app.

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Tastemaker
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Tastemaker 5
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Maker History

  • Trainly
    TrainlyGraph-native RAG that turns chats into production APIs
    Jan 2026
  • EduPlay
    EduPlayEducational video playlists
    Oct 2025
  • 🎉
    Joined Product HuntOctober 28th, 2025

Forums

How do you verify code shipped by autonomous AI agents (especially when running multiple)?

I've tried agent orchestrators like Conductor but I've never really stuck to it long term because I have no way of verifying the huge amount of work they've done with basically no validation. I always end up going to my one-agent Claude Code workflow and always feel like I'm missing out.

What kept happening to me:

  1. 3-5 agents fan out, each opens a PR

  2. CIs pass, diffs look reasonable

  3. I can't possibly click through every preview by morning

  4. I merge based on the diff and CI signal

  5. Something breaks in prod the next day because the agent did what I asked literally, but the feature doesn't REALLY work

Trainly - Graph-native RAG that turns chats into production APIs

Trainly is a graph-native RAG platform for developers building production AI apps. Go to prod in less than 2 minutes.

EduPlay - Educational video playlists

Organize and track your educational videos
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