Beyond BYOK: Why governance matters for AI agents
… Model flexibility and offline support for CLI tools are critical for teams to gain more control over which AI models. …
… Model flexibility and offline support for CLI tools are critical for teams to gain more control over which AI models. …
… Paired with autonomous merge conflict resolution and one-click rebase and merge, it cuts the manual work between opening an MR and merging it. Developer Flow is part of a new category of AI coding tools. …
… Talia Armato-Helle AI product Anthropic's latest model on GitLab is built for precise execution across complex multi-step agent work. Agents fail most often on complex, multi-step work: tasks that span multiple tools and go from intent to production without losing track of the project goal. …
… Follow these steps: From AI Agents , we select the Managed tab. Click on the New agent button to create a new agent named TanukiBank Microservice Onboarder , give it a short description, and make it public. We select the tools recommended by GitLab Duo. …
… Share your experiences: Discuss your use of AI tools with your team and contribute to best practices. With the right approach, these tools can help us focus more on strategic thinking and less on routine tasks, ultimately leading to better products and happier customers. …
… GitLab's engineering team evaluated candidate models against the task requirements of Duo Agent Platform — multi-step tool use, instruction adherence, code generation quality, and reasoning over large diffs and multi-file codebases — and selected models that perform reliably enough to power real ag… …
… The efficiency of your organization’s AI-assisted development workflows depends on how well your platform delivers structured context, not on the size of your model’s context window. …
… Vishal Thenge security AI AI-assisted development is moving faster than the security models built to govern it — agents write code, open merge requests, and ship changes at a pace where vulnerabilities go unnoticed. …
… GitHub Actions has no native catalog analytics layer, so knowing which reusable workflows are in use across your organization, at which versions, requires building and maintaining your own internal tooling or documentation. …
… And if you are already using GitLab Duo Agent Platform, external agents give you a new way to bring third-party coding tools into GitLab without losing the merge request, its audit trail, or the human decision-making that still matters at the end. …