Tag
開發日誌
GitLab Orbit is a code knowledge graph engine written in Rust — 2,800+ commits, 28 crates. Sounds intimidating, but I submitted 4 MRs in two days covering Rust feature development, bug fixes, and documentation. Here's how I got started and what I learned along the way.
Part two of my Duo CLI series. How I wire it into shell scripts for batch analysis, use multi-model comparison to catch blind spots, and a simple prompting trick that reduced noise by 90%.
Most people use GitLab Duo as a chat box on the web. But there's a CLI entry point that lets you switch models, run batch analysis, and inject custom context. Here's what I've learned using it every day as a community maintainer.
GitLab Orbit is a code knowledge graph engine written in Rust — 2,800+ commits, 28 crates. Sounds intimidating, but I submitted 4 MRs in two days covering Rust feature development, bug fixes, and documentation. Here's how I got started and what I learned along the way.
Part two of my Duo CLI series. How I wire it into shell scripts for batch analysis, use multi-model comparison to catch blind spots, and a simple prompting trick that reduced noise by 90%.
Most people use GitLab Duo as a chat box on the web. But there's a CLI entry point that lets you switch models, run batch analysis, and inject custom context. Here's what I've learned using it every day as a community maintainer.
