Beezi

Beezi is an observability tool for teams that use AI coding assistants such as Claude Code and Codex. It plugs into those tools and reads each session's record to show what it cost, which model ran, how the work was done and where it waited. It serves engineering leads, finance teams and individual developers who want a factual picture of AI-assisted delivery instead of guesswork.

A plugin is installed inside the coding tool with one command, then a developer signs in once and every session records automatically from then on. The plugin reads the session history the coding tool already keeps on the machine and reports only a summary, such as token counts, model names, tool calls and time, while prompts, responses and file contents never leave the machine.

Beezi reports where spend goes by group, person and model, who hits rate limits and how often, which skills get used or ignored, and how much of a session's time was spent waiting rather than working. An AI Coach gives a developer personal recommendations, and an AI Consultant aggregates spend, adoption and delivery across teams for management and finance.

Beezi works with Claude Code and Codex today, with Cursor support coming soon, and it connects to Claude Desktop's Cowork sessions on the same machine. An Individual plan is free forever for one seat, a Team plan costs $7.99 per user a month from two seats with role-based access and an AI Consultant, and a Custom plan adds single sign-on and dedicated support for larger organizations.

Use cases

• Finding which engineering practice should become the team standard
• Allocating AI spend to teams and projects for finance forecasting
• Checking whether a developer is waiting on rate limits instead of working