axonpush
Replay production agent failures in CI. Block the merge.
Details
- External ID
- 1232858
- Source
- PH
- Company
- —
- Product
- axonpush
- Website domain
- producthunt.com
- Launched
- Sept. 11, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7405388069275176
- Tags
- Analytics, Developer Tools, Artificial Intelligence, GitHub
- Fetched at
- Sept. 13, 2026, 1:01 a.m.
- Updated at
- Sept. 13, 2026, 1:01 a.m.
Description
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.
Enrichment
- Theme
- AI agent frameworks and developer tools
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- production failure replay for ci testing
- Manually corrected
- False
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 — 82 launches clear the similarity bar, closest 8 shown.
Attention rank: #18 of 83 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 302 days after the earliest competitor.
- AxonFlow, governing LLM and agent workflows · hn · 2026-01-20 · 11 upvotes · similarity 0.49
- Replay QA · ph · 2026-07-20 · 415 upvotes · similarity 0.48
- Reflexes API: Catch what agent logs miss · yc · 2026-06-27 · 5 upvotes · similarity 0.47
- AxonQA · ph · 2026-09-22 · 2 upvotes · similarity 0.46
- DidWork · ph · 2026-09-25 · 3 upvotes · similarity 0.43
- ToolStorm · ph · 2026-09-24 · 1 upvotes · similarity 0.41
- Agent Rehearsal · ph · 2026-09-26 · 1 upvotes · similarity 0.41
- Agnost AI · ph · 2026-08-25 · 289 upvotes · similarity 0.40
Other launches for this product
- No other launches for this product.
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