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TagsObservability

Observability

Understand internal system behavior through outputs such as logs, metrics, traces, and operational events.

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telemetry.dev

Trace model calls, tool steps, and costs across AI-agent runs

Monitoring & reliability

Aient

Turn production issues into reviewed code fixes

AI coding tools

Seclai

Build and operate AI workflows with evaluation and governance

AI agents & agent builders

Ask Ellie

Ask engineering questions across connected code and incident tools

AI knowledge workspaces

Tokenwise

Monitor model requests and review ways to reduce LLM operating costs.

Monitoring & reliability

Pheebs

Understand how your team uses AI coding agents

AI coding tools

Helicone

Route, inspect, and monitor requests across AI applications

Monitoring & reliability

Plural

Use infrastructure-aware AI agents for DevOps investigations and changes

Monitoring & reliability

PandaProbe

Trace agent runs and validate reusable fixes for failures

ML engineering & evaluation

Beezi

Understand AI coding sessions, costs, and team workflows

Monitoring & reliability

AgentX

Build, evaluate, observe, and deploy AI agent workflows

AI agents & agent builders

Auriko

Route and monitor model inference with provider and budget controls

AI models & model access

KloudMate

Connect production telemetry and incident response with AI-assisted investigation

Monitoring & reliability

Kubit

Analyze AI agent behavior alongside data in your warehouse

ML engineering & evaluation

Agnost AI

Find recurring AI-agent failures in conversations and traces

ML engineering & evaluation

LangWatch

Inspect coding-agent traces, token usage, and execution costs

Monitoring & reliability

OpenObserve

Combine AI traces with logs, metrics, and application observability

Monitoring & reliability

Caveman

Reduce agent context size and inspect model usage costs

AI coding tools

Traccia

Observe, evaluate, and govern AI agent activity

ML engineering & evaluation

Inferock

Measure AI inference quality, usage, and failures across deployment options

AI models & model access
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EvaluationMonitoringIncident managementLLMApplication performance monitoringLog managementAI agentsStatus pagesExperimentationInference

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