Obyflow
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Obyflow — AI-native, CLI-first observability for tracing and debugging LLM apps, chains, and vector stores.
PH · launched Sep 6, 2026 · 2 upvotes (top 26%) · 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
- B2B
- Not AI
- 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?
Partial A CLI and tracing dashboard is vibe-codeable, but building an automated, performant LLM observability SDK with auto-instrumentation and distributed trace ingestion requires non-trivial telemetry engineering.
What it would actually take: Requires an OpenTelemetry-compatible tracing SDK across multiple programming languages (Python, TypeScript) that automatically instruments major LLM clients and vector DBs without adding significant latency. Backing infrastructure needs a high-throughput time-series and span database (e.g., ClickHouse) with efficient streaming ingest and anomaly detection algorithms for token usage, latency spikes, and evaluation metrics.
Competitors
Other products that read as similar to this one : 93 launches clear the similarity bar, closest 8 shown.
Attention rank: #29 of 94 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 297 days after the earliest competitor.
- TryPromptFlow · ph · 2026-09-23 · 4 upvotes · similarity 0.43
- Logify360 · ph · 2026-09-10 · 2 upvotes · similarity 0.39
- Flowy AI · ph · 2026-10-22 · 2 upvotes · similarity 0.39
- FlowLens · ph · 2026-10-25 · 1 upvotes · similarity 0.39
- An AI Workflow Software · ph · 2026-09-15 · 1 upvotes · similarity 0.39
- keelflow · github · 2026-09-24 · 33 upvotes · similarity 0.38
- detect & fix breaking API changes · ph · 2026-10-08 · 1 upvotes · similarity 0.38
- Progress AI Observability · ph · 2026-08-07 · 168 upvotes · similarity 0.37
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.