DEDUPED Hot AI repos, turned into use cases Get the Monday 5

How to price each feature built with an AI coding agent with Bough

See the rough API-rate cost of each task inside a project, not just each session.

Short answer: Install Bough with brew install nickelsec/tap/bough on macOS, or use the install script for your platform from the README; then run bough to open your projects in the browser; open a project and hover a task to see its token and dollar breakdown. All steps.

  • Top pick
  • Money
  • Beginner
  • 15 minutes
  • From the README
  • Any agent

Who it is forA developer who uses Claude Code, Codex or Pi daily and wants to know which features or bugs cost the most when the agent did the work.

The problemUsage tools only report cost per session, and one session can cover weeks of unrelated work, so the spend cannot be tied to things you recognise.

The outcomeA browser view of your projects with time at the keyboard and cost for each, where you can open a project and see the cost of each task and each prompt.

What you need first

  • A Claude Code, OpenAI Codex CLI or Pi installation with existing session history on this machine
  • Homebrew on macOS, or the install script on Linux or Windows, or Go installed
  • A terminal to run bough in

Steps

  1. Install Bough with brew install nickelsec/tap/bough on macOS, or use the install script for your platform from the README.
  2. Run bough to open your projects in the browser.
  3. Open a project and hover a task to see its token and dollar breakdown.
  4. Click a task to open the full prompt record beside the drawing.

Prompt for your agent

Using the bough repo at github.com/nickelsec/bough, run `bough <project-name> --text` for the project at <project-name> and list the three most expensive tasks with their dollar figures. Verify that each figure is labelled as API-rate cost, not a bill.

Caveat. Costs are priced at published API rates for the model used, so a flat-rate subscription will not match these figures.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for nickelsec/bough and "Price each feature built with an AI coding agent"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

Cursor, ChatGPT, others

Share: X LinkedIn Hacker News Email Copy link

Third-party repos we don't own. AI-written use cases can be wrong. Disclaimer