besimple-oss

besimple-oss / broccoli

Public

Broccoli turns Linear tickets into shipped PRs — powered by Claude and Codex, running on your own Google Cloud.

31
2
100% credibility
Found Apr 21, 2026 at 31 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

Broccoli OSS is a self-hosted AI agent that automatically turns assigned Linear issues into implemented GitHub pull requests using Claude and Codex on your Google Cloud.

How It Works

1
☁️ Set up your cloud home

Create a Google Cloud project and turn on billing so your AI helper has a place to live.

2
🔑 Connect your services securely

Add private keys from GitHub, Linear, OpenAI, and Anthropic to keep everything safe in your cloud.

3
🚀 Launch with one script

Run the bootstrap command to set up the web service and job runner automatically.

4
📱 Link your GitHub repos

Create a GitHub App, install it on your repos, and point it to your new service URLs.

5
🤖 Create a bot in Linear

Make a special bot user, generate its key, and add a webhook to notify your helper of new tasks.

6
🌱 Tell your helper which repos to watch

Seed a simple config file listing your repos, teams, and bot details.

7
✅ Test everything works

Run checks to confirm connections, secrets, and prompts are ready.

✨ Magic happens!

Assign a small Linear issue to your bot and wake up to a ready-to-review PR.

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Star Growth

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AI-Generated Review

What is broccoli?

Broccoli automates turning Linear issues into ready-to-review GitHub PRs, using Claude for planning/critiquing and Codex for code generation. Assign a ticket to the bot, add a routing label like "broccoli auflauf" for small tasks, and it clones your repo, implements, pushes a branch, and opens a draft PR—all running serverless on your GCP Cloud Run with Postgres. Unlike recipe sites debating if broccoli turns yellow in the fridge or how to broccoli einfrieren, this handles real dev workflows without sending data to third parties.

Why is it gaining traction?

It skips vendor lock-in: deploy in 30 minutes with one bootstrap script, wire your own LLM keys, and fork prompts for broccoli rezepte-style customization. Production hooks like webhook deduping, job leasing, and GitHub App auth make it reliable for teams, not a toy POC. AI review loops on PRs add value beyond one-shot generation.

Who should use this?

Linear + GitHub teams tackling low-estimate bugs or features (under 3 points), like backend fixes or simple scripts. SREs or indie devs who want self-hosted AI without babysitting—perfect if you're already on GCP and tired of manual ticket-to-PR churn. Skip if you're Jira-bound or allergic to broccoli im airfryer experiments.

Verdict

Promising early bet at 31 stars and 1.0% credibility score—docs and deploy scripts shine, but low adoption signals unproven scale. Try it for matching stacks; indifferent broccoli github users might find it turns black under pressure, but teams get shipped PRs fast.

(187 words)

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