Show HN: OpenSwarm – Multi‑Agent Claude CLI Orchestrator for Linear/GitHub

Source: Hacker News

Overview

I built OpenSwarm because I wanted an autonomous “AI dev team” that can actually plug into my real workflow instead of running toy tasks.

Features

OpenSwarm orchestrates multiple Claude Code CLI instances as agents to work on real Linear issues. It:

• Pulls issues from Linear and runs a Worker / Reviewer / Test / Documenter pipeline.
• Uses LanceDB + multilingual‑e5 embeddings for long‑term memory and context reuse.
• Builds a simple code knowledge graph for impact analysis.
• Exposes everything through a Discord bot (status, dispatch, scheduling, logs).
• Can auto‑iterate on existing PRs and monitor long‑running jobs.

Current Use

Right now it’s powering my own solo dev workflow (trading infra, LLM tools, other projects). It’s still early, so there are rough edges and many TODOs around safety, scaling, and better task decomposition.

Feedback Requested

I’d love feedback on:

• What feels missing for this to be useful to other teams.
• Failure modes you’d be worried about in autonomous code agents.
• Ideas for better memory/knowledge‑graph use in real‑world repositories.

Repository

OpenSwarm on GitHub

Feel free to ask questions and share brutal feedback.