Sayan Biswas

Sayan Biswas

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Maker History

  • axonpush
    axonpushReplay production agent failures in CI. Block the merge.
    Sep 2026
    • 🎉
    Joined Product HuntAugust 26th, 2026

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axonpushp/axonpush•

2d ago

When your agent breaks in production, where is the failure actually?

I'm Sayan, I built axonpush, and it's launching here on Friday. It's a release gate for AI agents: it replays production failures you've already had against every change, and blocks the merge when one comes back.

Before Friday I'd rather learn something than promote something, so, one genuine question.

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2d ago

Should AI agents be able to lose authority automatically

I have been thinking about AI autonomy as something that can increase over time based on good performance.

But the reverse is probably just as important.

An agent that has been reliable for months could still start behaving differently because of:

  • a model update

  • a prompt or workflow change

  • new customer data

  • an integration behaving unexpectedly

  • a completely new edge case

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3h ago

axonpush - Replay production agent failures in CI. Block the merge.

Change a prompt, a model, or one agent step, and nothing tells you whether it broke the last ten things that worked. So you ship it and watch. axonpush replays the production failures you have already had against every change, and fails the build when one comes back. Evals score the model call. axonpush replays the whole request: the tool that returned a 402, the retrieval that came back empty, the query that timed out. A CLI and a GitHub Action. Exit 1, a JUnit file, a PR comment.
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