Two Days, 20 Commits — How I Started Contributing to GitLab Orbit
My first GitLab Orbit contributions in June 2026: two days, 20 commits, and 4 MRs. The October 8 update covers glab 1.117 commands, local SQL, Local MCP, and Remote query boundaries.
Subject index
Gitlab
GitLab Duo CLI Advanced Patterns — Batch Automation, Multi-Model Comparison & Noise Reduction
My June 2026 Duo CLI batch review workflow, updated October 8 with model identifiers, headless auto-approval, Credits billing, retryable completion markers, and timeout scripts.
GitLab Duo CLI: the glab commands I use for code review
My June 2026 Duo CLI review workflow, with an October 8 update covering versions, namespace access, model identifiers, Credits billing, and headless tool approvals.
Two Days, 20 Commits — How I Started Contributing to GitLab Orbit
My first GitLab Orbit contributions in June 2026: two days, 20 commits, and 4 MRs. The October 8 update covers glab 1.117 commands, local SQL, Local MCP, and Remote query boundaries.
GitLab Duo CLI Advanced Patterns — Batch Automation, Multi-Model Comparison & Noise Reduction
My June 2026 Duo CLI batch review workflow, updated October 8 with model identifiers, headless auto-approval, Credits billing, retryable completion markers, and timeout scripts.
GitLab Duo CLI: the glab commands I use for code review
My June 2026 Duo CLI review workflow, with an October 8 update covering versions, namespace access, model identifiers, Credits billing, and headless tool approvals.