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Opaline

Team-wide, message-level analytics for coding agents

Developer tools · Product analytics · AI agents

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Opaline provides team analytics for Claude Code and Codex sessions at the message level. It tracks token usage, cost, and skill usage for coding agent sessions across your team, turning individual teammate struggles into shared learning. Each message in a coding agent session gets its own analytics: which prompts used the most tokens, which skills were invoked, where sessions got stuck, and how long each completion took. The platform is positioned as PostHog for coding-agent sessions rather than another generic LLM dashboard. Analytics surface patterns across the team's Claude Code and Codex usage to help engineering leads understand where agents help and where they do not. Built by Opaline Labs.

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