Bits, Chips and Everything Tech

I wanted to share something I built. I managed to connect SWE-agent with my self-hosted GitLab so that Issues can drive automation—and I think it’s kind of cool. (Currently, it isn’t directly supported in SWE-Agent, but there is an issue ( https://github.com/SWE-agent/SWE-agent/issues/760 ) on GitHub to add support. Why wait? ^_^) I’ve been tinkering with SWE-agent in the homelab while between roles. SWE-agent doesn’t natively support GitLab, but that wasn’t going to stop me—I wired it into my self-hosted GitLab instance so Issues drive the automation end-to-end. The Flow I Built 1. Start with an Issue. When I create an Issue, I describe the task in plain language. For example: “create `/taylor-swift` route that responds with JSON key lucky=13.” 2. Label the intent. Add the label `run:swe` and tag the model (in my case: `model:qwen3-coder-30b-a3b-instruct` from LM Studio). There is also a label swe:in-progress so that the pipeline does not pick up in-progress issues. If the pipeline ne...