TraceX
The AI engineer for your production issues
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TraceX reads a customer's email, Slack message or Jira ticket, investigates your database, code and logs read-only, and returns the root cause with evidence for every claim, a fix as a pull request and a drafted reply. Free in private beta.
PH · launched Nov 6, 2026 · 66 upvotes (top 2%) · 0 views
Niche: incident response software · 69 launches, 6 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- Developer
- AI-native
- Commercial product
- SaaS
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
Could you build this?
Partial The shell (intake from Slack, email, or Jira, read-only access to DB, code, and logs via an LLM agent loop, drafted replies, and PR creation) is buildable with current agent frameworks. Reliable root-cause analysis with evidence and safe, read-only access across each customer's private systems is hard to get right.
What it would actually take: Build an agent loop with tool calls for read-only SQL, log search (Datadog, Loki, or similar), and repo search, plus GitHub or GitLab PR creation and Slack or Jira connectors. The hard part is grounding: the agent must cite evidence for every claim and avoid hallucinated causes, which needs strong evaluation harnesses on real incident data. Multi-tenant security, credential handling, and per-customer integration work need experienced platform and security engineers.
Competitors
Other products that read as similar to this one : 89 launches clear the similarity bar, closest 8 shown.
Attention rank: #4 of 90 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 274 days after the earliest competitor.
- Osuite: Anomaly detection · ph · 2026-10-29 · 2 upvotes · similarity 0.41
- Tracekit · ph · 2026-10-05 · 1 upvotes · similarity 0.40
- say-do-diff · ph · 2026-11-07 · 1 upvotes · similarity 0.40
- Aient · ph · 2026-10-21 · 15 upvotes · similarity 0.39
- CraftCX · ph · 2026-09-29 · 4 upvotes · similarity 0.39
- TraceTrack · ph · 2026-10-23 · 1 upvotes · similarity 0.38
- mailX by mailwarm - Instant deliverability diagnostics for AI agents & humans. · yc · 2026-05-18 · 35 upvotes · similarity 0.38
- VeriFixScan · ph · 2026-09-09 · 1 upvotes · similarity 0.38
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