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Hosted Service Observability & Evaluation

Comet ML

1Track 2experiments, 3models, 4and 5LLM 6prompts.

the six Ws · specification

W1 Who

By Comet.

W2 What

A platform for experiment tracking, model management, and LLM monitoring.

W3 Where

A hosted SaaS with an SDK.

W4 When

Throughout training and production.

W5 Why

One record of every experiment and model.

W6 With

An API key and outbound HTTPS.

W7 Watch

Commercial SaaS (self-host available); metrics and metadata sent to Comet.

Experiment-trackingMLOpsMonitoring

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.