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Spanora, world class Agent observability platform

Spanora, world class Agent observability platform

by kriptonio·Feb 20, 2026·1 point·0 comments
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AI Analysis

●●SolidSlickSolve My Problem

OTEL-native observability for agents; same problem Datadog/Honeycomb already solve with vendor SDKs.

Strengths
  • •True OTEL standard data—no proprietary format or lock-in; portable to any exporter.
  • •Automatic cost tracking across 100+ LLM models; dashboard groups traces by session/user/org.
  • •Low friction onboarding (CLI skill add, npx integration); works with major agent SDKs out of the box.
Weaknesses
  • •Agent observability is an emerging category, but it's solving a problem Datadog, New Relic, and Honeycomb are racing into.
  • •No evidence of retention or competitive defensibility beyond 'we use OTEL'—others will adopt same standard.
Target Audience

ML engineers, agent framework users (LangChain, Vercel AI SDK), teams running production agentic systems

Similar To

Datadog APM for agents · Honeycomb for LLM tracing · LangSmith debugging dashboard

Post Description

Understand what your agents do in production, and how much does it cost.

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