Agentic coding is only as good as its context
… Review security coverage. As coding agents produce more merge requests across projects, check that every project is being scanned. …
… Review security coverage. As coding agents produce more merge requests across projects, check that every project is being scanned. …
… Code Review Summary: Makes merge request handover to reviewers easier by summarizing all the comments in a merge request review. …
… Proven on real merge requests at Compare the Market Compare the Market, a U.K. price comparison platform, tested four context retrieval approaches for an internal AI code reviewer across 79 real merge requests. …
… And security still needs to be embedded in the way we work. At GitLab, that’s exactly what we’ve done. As a developer platform, we’re not bolting security onto the workflow — we’re embedding it directly where developers already work: in the IDE, in merge requests, and in the pipeline. …
… To strengthen security review processes, implement Multiple Approvers in Merge Requests . This requires team members to review and approve code changes before they’re pushed through. Review who performed a certain action within the repository and at what time with Audit Events . …
… Gemini 3.5 Flash The full range — high-throughput, low-latency work like code completion and fast review suggestions, through deep reasoning for architectural decisions, multi-file refactors, and complex security analysis Managed GitLab.com + Self-Managed , available now Gemma 4 Open weights you se… …
… But to that I would say - there are no small features, only small merge requests 😄! How to get the most out of your DevOps platform The ability to check off files as reviewed has become a natural part of my code review workflow - even when the code I'm reviewing might be code I wrote myself! …
… More to explore Security Labs How to detect and prevent Contagious Interview IDE attacks Security Labs Build an automated detection testing framework with GitLab CI/CD and Duo Security Labs Pipeline security lessons from March supply chain incidents Start building faster today See what your team ca… …
… Review your code using AI to help ensure consistent code review standards in your project. Leverage Security Analyst Agent to quickly triage and assess security vulnerabilities. …
… CI/CD pipelines start, security scanning runs and GitLab Duo Code Review verifies the changes against Rust code style requirements . GitLab Duo Code Review instructions for Rust. …