traceAI
Open-source LLM tracing that speaks GenAI, not HTTP.
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traceAI is OTel-native LLM tracing that actually works with your existing observability stack. ✓ Captures prompts, completions, tokens, retrievals, agent decisions ✓ Follows GenAI semantic conventions correctly ✓ Routes to any OTel backend—Datadog, Grafana, Jaeger, anywhere ✓ Python, TypeScript, Java, C# with full parity ✓ 35+ frameworks: OpenAI, Anthropic, LangChain, CrewAI, DSPy, and more ✓ Two lines of code to instrument your entire app No new vendor. No new dashboard. Open source (MIT).
PH · launched Apr 1, 2026 · 273 upvotes (top 43%) · 0 views
Niche: ai agent observability platforms · 220 launches, 5 in the last 7 days ▼ -64% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
- Open Source
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 220 launches in ai agent observability platforms →
Could you build this?
Yes traceAI is an OpenTelemetry instrumentation SDK and wrapper that intercepts standard LLM library calls to format and emit GenAI OTel spans to standard collectors.
Competitors
Other products that read as similar to this one : 97 launches clear the similarity bar, closest 8 shown.
Attention rank: #49 of 98 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 148 days after the earliest competitor.
- telemetry.dev · ph · 2026-10-31 · 242 upvotes · similarity 0.47
- Langfuse AI Gateway, open source rust gateway to trace every LLM call · hn · 2026-11-13 · 9 upvotes · similarity 0.44
- tracecrate · github · 2026-09-10 · 119 upvotes · similarity 0.44
- TraceAIO · hn · 2026-06-30 · 6 upvotes · similarity 0.43
- Logify360 · ph · 2026-09-10 · 2 upvotes · similarity 0.42
- Oodle.ai · hn · 2026-07-14 · 31 upvotes · similarity 0.42
- Codag · hn · 2026-02-04 · 6 upvotes · similarity 0.42
- OpenHarness Open-source terminal coding agent for any LLM · hn · 2026-04-01 · 7 upvotes · similarity 0.38
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.