Back to browse
GitHub Repository

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

282 starsPython

Broccoli, one shot coding agent on the cloud

by yzhong94·Apr 22, 2026·82 points·51 comments

AI Analysis

●●SolidShip ItBold Bet

Self-hosted on your GCP, but AI coding agent orchestration is extremely crowded.

Strengths
  • Your infra, your keys — no third-party control plane or data leaving your tenancy.
  • Production-grade from day one with Cloud Run, Secret Manager, and webhook dedupe.
  • Claims 100% of non-developer PRs ship via Broccoli — real internal adoption.
Weaknesses
  • AI coding agent space is saturated with Aider, Cursor, Devin, and countless others.
  • Differentiation is mainly deployment model, not core agent capabilities.
Target Audience

Engineering teams, DevOps engineers managing AI coding workflows

Similar To

Aider · Cursor · Devin

Post Description

Hi HN — we built Broccoli, an open-source harness for taking coding tasks from Linear, running them in isolated cloud sandboxes, and opening PRs for a human to review.

We’re a small team, and our main company supplies voice data. But we kept running into the same problem with coding agents. We’d have a feature request, a refactor, a bug, and some internal tooling work all happening at once, and managing that through local agent sessions meant a lot of context switching, worktree juggling, and laptops left open just so tasks could keep running.

So we built Broccoli. Each task gets its own cloud sandbox to be executed end to end independently. Broccoli checks out the repo, uses the context in the ticket, works through an implementation, runs tests and review loops, and opens a PR for someone on the team to inspect.

Over the last four weeks, 100% of the PRs from non-developers are shipped via Broccoli, which is a safer and more efficient route. For developers on the team, this share is around 60%. More complicated features require more back and forth design with Codex / Claude Code and get shipped manually using the same set of skills locally.

Our implementation uses:

1. Webhook deployment: GCP 2. Sandbox: GCP or Blaxel 3. Project management: Linear 4. Code hosting & CI/CD: Github

Repo: https://github.com/besimple-oss/broccoli

We believe that if you should invest in your own coding harness if coding is an essential part of your business. That’s why we decided to open-source it as an alternative to all the cloud coding agents out there. Would love to hear your feedback on this!

Similar Projects