Talk to one orchestrator agent on top of Claude Code instead of 100 threads
A developer built his own orchestrator app on Claude Code: proactive agents that set and pursue outcomes, and a single orchestrator you talk to instead of hundreds of separate threads, with support for poteto mode and pstack.
Source
@tonnusos on X · 2026-10-19
Written in our own words. Credit to the original author. Link checked 2026-10-19.
What they did
A developer built his own orchestrator app on Claude Code: proactive agents that set and pursue outcomes, and a single orchestrator you talk to instead of hundreds of separate threads, with support for poteto mode and pstack.
Result (as claimed)
Shared with a demo link.
Tools they used
Cost: Claude Code: from $17/mo.
Set it up
Pick a contained repo or task
Start on a branch or side project where mistakes are cheap.
Install and configure
Set up Claude Code. Read what it can run on your machine and limit permissions where possible.
Run it on a real task
Give it a well-scoped issue and let it work. Review the diff like any pull request.
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: Talk to one orchestrator agent on top of Claude Code instead of 100 threads What the original author did: A developer built his own orchestrator app on Claude Code: proactive agents that set and pursue outcomes, and a single orchestrator you talk to instead of hundreds of separate threads, with support for poteto mode and pstack. Reported result (as claimed by the author): Shared with a demo link. Source: https://x.com/tonnusos/status/2112137156676194626 Tools they used: Claude Code 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.
You are helping me set up this AI use case end to end in Codex. Goal: Talk to one orchestrator agent on top of Claude Code instead of 100 threads What the original author did: A developer built his own orchestrator app on Claude Code: proactive agents that set and pursue outcomes, and a single orchestrator you talk to instead of hundreds of separate threads, with support for poteto mode and pstack. Reported result (as claimed by the author): Shared with a demo link. Source: https://x.com/tonnusos/status/2112137156676194626 Tools they used: Claude Code 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.
You are helping me set up this AI use case end to end in Grok Bot. Goal: Talk to one orchestrator agent on top of Claude Code instead of 100 threads What the original author did: A developer built his own orchestrator app on Claude Code: proactive agents that set and pursue outcomes, and a single orchestrator you talk to instead of hundreds of separate threads, with support for poteto mode and pstack. Reported result (as claimed by the author): Shared with a demo link. Source: https://x.com/tonnusos/status/2112137156676194626 Tools they used: Claude Code 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 vibe code an app with Claude Code · How to build AI agents for SEO and ads · How to run multiple coding agents together
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