[::] Agentic Stacks

Langtrace

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Open-source, OpenTelemetry-based end-to-end observability tool for LLM applications.

open source freemium https://www.langtrace.ai ↗ repo ↗
Langtrace collects and analyzes traces to help developers improve their LLM apps, with real-time tracing, evaluations, and metrics. Traces follow the OpenTelemetry standard, so data can be exported to existing stacks like Grafana, Datadog, and Honeycomb without a proprietary API. It ships Python and TypeScript SDKs plus a web dashboard covering token/cost usage, accuracy, and performance. A free self-serve tier and cloud plans are available alongside the open-source project.

Strengths

  • OpenTelemetry-native traces avoid vendor lock-in
  • Open-source SDKs and dashboard, self-hostable
  • Python and TypeScript support with framework and vectorDB integrations
  • Free tier for individual developers

Tradeoffs

  • Smaller ecosystem than larger commercial platforms
  • Free tier capped at 5k spans per month

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