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Alternatives to agent-observability

agent-observability is an agent skill by devops-skills: Instrument AI agents with tracing, token metrics, latency, and cost visibility. If it doesn't fit your setup, these 12 agent skills cover similar ground. They are ordered by how closely they match agent-observability and by our rank, which weighs adoption, freshness and documentation; money never changes the order. otel-dotnet leads the list (active in the last 30 days; open source (Apache-2.0)). 5 of them are published by the company behind the product. Each entry shows data reasons to switch, and you can open a side-by-side comparison with agent-observability.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

You're replacing

agent-observability

Instrument AI agents with tracing, token metrics, latency, and cost visibility.

12 alternatives

Ordered by how closely each matches agent-observability (shared product, category or stated alternative) and by rank.

  1. 1
    otel-dotnet

    ollygarden

    OpenTelemetry in .NET — DI/builder SDK setup (OpenTelemetry.Extensions.Hosting, AddOpenTelemetry, UseOtlpExporter, OpenTelemetrySdk.Create), native .NET…

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 116Last active Oct 15, 2026Claude Code, Claude apps, Codex, Cursor +6

  2. 2
    agentcore-observability-setup

    vggargavOfficial

    Validates and bootstraps Amazon Bedrock AgentCore observability so customers can trace agent reasoning, detect silent failures, and measure performance before…

    • Published by the vendor

    ★ 116Last active Oct 22, 2026Claude Code, Claude apps, Codex, Cursor +6

  3. 3
    otel-component-telemetry

    ollygarden

    Scan one OpenTelemetry component at pinned upstream versions and record the telemetry it emits (spans, metrics, logs) as change-point files under…

    • Supports bash and Python

    ★ 116Last active Oct 16, 2026Claude Code, Claude apps, Codex, Cursor +6

  4. 4
    plano-observability-debugging

    katanemo

    Improve Plano tracing and debugging workflows.

    • Repository has 7.1K stars
    • Active in the last 30 days

    ★ 7.1KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6Compare →

  5. 5
    observability-llm-obs

    elasticOfficial

    Answer questions about LLM and agentic-application behavior from data already ingested into Elastic: latency and error rate, token and cost utilization…

    • Published by the vendor

    ★ 600Last active Sep 4, 2026Claude Code, Claude apps, Codex, Cursor +6

  6. 6
    nemo-relay-plugin-observability

    NVIDIA Corporation and Affiliates

    Use this skill when choosing or configuring NeMo Relay 0.6 or 0.7 observability through the built-in plugin, subscribers, or exporters, including raw ATOF…

    • Repository has 3.7K stars
    • Open source (Apache-2.0)

    ★ 3.7KLast active Jul 30, 2026Claude Code, Claude apps, Codex, Cursor +6Compare →

  7. 7
    observability-baseline

    avelikiy

    Scaffold-time observability so a shipped product is not blind in prod from day one — error capture (Sentry), request-id structured logging, and /healthz +…

    • Active in the last 30 days
    • Open source (MIT)

    ★ 105Last active Oct 23, 2026Claude Code, Claude apps, Codex, Cursor +6

  8. 8
    observability-onboarding

    elasticOfficial

    Onboard an application into Elastic Observability with the Elastic Distribution of OpenTelemetry (EDOT): route on language and runtime, detect and replace a…

    • Published by the vendor

    ★ 600Last active Sep 4, 2026Claude Code, Claude apps, Codex, Cursor +6

  9. 9
    monitoring-feature-observability

    kernel

    Add or adjust monitoring for a Hypeman feature using repository standards for logs, traces, and metrics.

    • Open source (MIT)

    ★ 371Last active Aug 5, 2026Claude Code, Claude apps, Codex, Cursor +6

  10. 10
    redis-observability

    Redis, Inc.Official

    Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in commands to reach for…

    • Published by the vendor

    ★ 169Last active Aug 11, 2026Claude Code, Claude apps, Codex, Cursor +6

  11. 11
    langfuse

    HybridAIOne

    Use Langfuse for LLM observability and evaluation and look up Langfuse documentation.

    • Supports JavaScript

    ★ 159Last active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6

  12. 12
    bigquery-observability

    googleOfficial

    Provides data-retrieval best practices, tool selection guidance, and performant SQL query syntax for BigQuery telemetry across INFORMATION_SCHEMA, Cloud…

    • Published by the vendor

    ★ 21.5KLast active Oct 20, 2026Claude Code, Claude apps, Codex, Cursor +6

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