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Live // Elastic Observability

AI Operations

My own AI usage, as it happens.
Every model request, token and tool call from my Codex and Claude Code sessions, sent to Elastic as I work. It’s the observability I set up for clients, pointed at myself. Prompts and responses are never captured.

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Selected window // Last 30 days

Codex · model requests

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Claude Code · model requests

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Codex · output tokens

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Claude Code · output tokens

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Bars: each tool’s share of the two together.

Output tokens over time

Tokens the models wrote for each tool, a day to a bar: the code, commands and answers they produced, not the context they read.

CodexClaude Code

Latest telemetry Last event

The latest event received from each tool
Codex—
Claude Code—

Model request time Avg · slowest

How long model requests took, by tool
ToolRequestsAverageSlowest
Codex———
Claude Code———

Tokens by model

Input counts the cached context each request re-reads, so it runs far ahead of output. Each column has its own scale. Token totals measure usage, not what my subscriptions cost.

Codex Input incl. cache · output

    Claude Code Input incl. cache · output

      Tool calls

      What the agents did between model requests: run a command, read a file, drive a browser. The ten most used in the window, with how long each took on average.

      Codex Calls · avg time

      Codex tool calls
      ToolCallsAverage time

      Claude Code Calls · avg incl. permission wait

      Claude Code tool calls
      ToolCallsAverage time, including waiting for my permission

      How it works

      The same pieces I put in place for a client’s team, at the size of one person.

      1. Sent as I work

        Codex and Claude Code send OpenTelemetry traces and metrics straight to Elastic Cloud. No collector in between.

      2. Content stays off

        Prompt text, responses, tool arguments and file contents are switched off at the source. Elastic gets counts, models, tool names and timings.

      3. Totals only

        This page asks Elastic for totals with a read-only key, at most once a minute, and refreshes while it’s open. No trace or session leaves Elastic.

      Want this view of your team’s AI? It’s the “Your dashboards” clause in every scope: results tracked in your own account.

      Book a 20-minute call