axonpush
Replay production agent failures in CI. Block the merge.
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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.
PH · launched Sep 11, 2026 · 2 upvotes (top 26%) · 0 views
Niche: automated software testing tools · 185 launches, 12 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
- Analytics
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 185 launches in automated software testing tools →
Could you build this?
Partial The basic dashboard and CI action can be vibe-coded, but building deterministic trace capture, state replay, LLM eval scoring, and OpenTelemetry instrumentation across arbitrary distributed backends is complex.
What it would actually take: The architecture requires an OpenTelemetry-compatible collector pipeline, high-throughput trace storage (like ClickHouse), a replay runner that mocks or isolates non-deterministic agent tool calls, and automated evaluation metrics (using LLM judges and deterministic assertions). The core difficulty lies in sandboxing agent environments, deterministically replaying multi-step LLM interactions without side effects, and managing trace serialization across asynchronous agent frameworks.
Competitors
Other products that read as similar to this one : 197 launches clear the similarity bar, closest 8 shown.
Attention rank: #70 of 198 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 304 days after the earliest competitor.
- AxonFlow, governing LLM and agent workflows · hn · 2026-01-20 · 11 upvotes · similarity 0.50
- Replay QA · ph · 2026-07-20 · 415 upvotes · similarity 0.49
- AXON · ph · 2026-11-03 · 2 upvotes · similarity 0.48
- Reflexes API: Catch what agent logs miss · yc · 2026-06-27 · 5 upvotes · similarity 0.48
- AxonQA · ph · 2026-09-22 · 2 upvotes · similarity 0.47
- Faylee · ph · 2026-10-30 · 102 upvotes · similarity 0.45
- DidWork · ph · 2026-09-25 · 3 upvotes · similarity 0.44
- three.dev · ph · 2026-11-12 · 131 upvotes · similarity 0.44
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.