Real AI agent use cases, with sources and setup prompts

Run durable agents on your own servers with an open-source managed agent platform

Omnara is an open-source, self-hostable alternative to Claude Managed Agents and OpenAI's Agents API. You create an agent with an API call; Omnara runs the agent loop, gives it sandboxes to run commands in and keeps runs going.

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Source

kmansm27 on Hacker News · 2026-10-21 · Project link

Written in our own words. Credit to the original author. Link checked 2026-10-22.

What they did

Omnara is an open-source, self-hostable alternative to Claude Managed Agents and OpenAI's Agents API. You create an agent with an API call; Omnara runs the agent loop, gives it sandboxes to run commands in and keeps runs going.

Result (as claimed)

Launched on Hacker News (90 points) as a way to run managed agents without a vendor lock-in.

Tools they used

Cost: Pricing depends on the tools you pick; check each official pricing page.

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, ChatGPT, Docker. 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: Run durable agents on your own servers with an open-source managed agent platform
What the original author did: Omnara is an open-source, self-hostable alternative to Claude Managed Agents and OpenAI's Agents API. You create an agent with an API call; Omnara runs the agent loop, gives it sandboxes to run commands in and keeps runs going.
Reported result (as claimed by the author): Launched on Hacker News (90 points) as a way to run managed agents without a vendor lock-in.
Source: https://news.ycombinator.com/item?id=50183892
Tools they used: Claude, ChatGPT, Docker
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 build your own coding agent or harness · How to run AI coding agents in a sandbox · How to self-host AI agents on a Raspberry Pi, Mac mini or homelab · How to use AI agents for Linux, servers and homelabs

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