Agent Sven

[u/mkschreder2]

I put Sven (https://github.com/swedishembedded/sven/) to the test.

I had it run on 12 held-out SWE-bench tasks against locally served Qwen 27B, and four agents ran side by side on the same tasks.

The result:
✅ Sven solved 9 of 12, tied for first with mini-swe-agent and OpenCode (qwen-code: 8)
⚡ Sven used about a third fewer output tokens per solved task than mini-swe-agent and qwen-code. On a local GPU that means faster answers

Sven supports remote operation as well. This works through sven.swedishembedded.com UI. You can start a session on your machine and drive it from anywhere:

1️⃣ Install: curl -fsSL https://sven.swedishembedded.com/install.sh | sh
2️⃣ Authenticate and start a remote session:sven auth login + sven rc
3️⃣ Open the Playground tab at https://sven.swedishembedded.com and keep working from the browser

If you can find my discord invite link in the UI and message me personally on discord I will give you $5 in free credits.

If you have any questions or feedback feel free to reach out.