Real AI agent use cases, with sources and setup prompts

See what your coding sessions really cost, subagents included

LunoPeak is an open-source local dashboard for Claude Code, Codex and Cursor sessions with live view, replay, transcript search and per-session token cost. Version 2.1.0 rolls subagent tokens into the parent session across your history.

$17/mo10 minBeginnerSource linked

Source

@idevtim on X · 2026-10-22

Written in our own words. Credit to the original author. Link checked 2026-10-24.

What they did

LunoPeak is an open-source local dashboard for Claude Code, Codex and Cursor sessions with live view, replay, transcript search and per-session token cost. Version 2.1.0 rolls subagent tokens into the parent session across your history.

Result (as claimed)

He found a typical subagent session was hiding about a sixth of its tokens.

Tools they used

Cost: Claude Code: from $17/mo; OpenAI Codex: free plan, paid from $8/mo; Cursor: free plan, paid from $8/mo.

Set it up

  1. Pick a contained repo or task

    Start on a branch or side project where mistakes are cheap.

  2. Install and configure

    Set up Claude Code, OpenAI Codex, Cursor, Tauri. Read what it can run on your machine and limit permissions where possible.

  3. Run it on a real task

    Give it a well-scoped issue and let it work. Review the diff like any pull request.

  4. Add guardrails

    Keep tests and CI in the loop, and never let an agent push to main or touch production secrets unattended.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: See what your coding sessions really cost, subagents included
What the original author did: LunoPeak is an open-source local dashboard for Claude Code, Codex and Cursor sessions with live view, replay, transcript search and per-session token cost. Version 2.1.0 rolls subagent tokens into the parent session across your history.
Reported result (as claimed by the author): He found a typical subagent session was hiding about a sixth of its tokens.
Source: https://x.com/idevtim/status/2113365100388118666
Tools they used: Claude Code, OpenAI Codex, Cursor, Tauri
Category: Dev & ops

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to save, share and resume coding agent sessions · How to run multiple coding agents together · How to vibe code an app with Claude Code · How to build a dashboard with AI agents

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