… Get started with agentic coding today The organizations that get the most from agentic coding will be those with DevSecOps platforms that give agents the right context and controls to ship safely. If you are not using GitLab Duo Agent Platform today, you can start with a free trial . …
… Composite identity scopes what the agent can access to only what it has been explicitly authorized to use, making every AI-driven action auditable. Custom instruction files like AGENTS.md and SKILL.md let teams define precisely which tasks and actions their agents are permitted to take. …
… The most capable models tend to land in cloud-first deployments, leaving regulated and isolated environments a step behind on AI capability, and forcing teams into a single-model setup that's either overkill for routine work or underpowered for complex agentic tasks. …
… Create the agent. Once the agent is created, we enable the agent in both projects that drive the GitOps workflow: Tanuki Bank - Delivery and Flux Config . Opening the Agentic Chat panel in each and confirming that TanukiBank Microservice Onboarder appears in the agent dropdown verifies the setup. …
… The Tanuki IoT Platform uses a root-level file, and specific sub-directory files and instructions for sensors and the backend. tree -P AGENTS.md --prune . ├── AGENTS.md ├── backend │ └── rust-metrics-store │ └── AGENTS.md └── sensors ├── arduino-iot-collector │ └── AGENTS.md ├── c-file-monitor │ └─… …
… Developer Flow reads AGENTS.md for what isn't in the code: non-obvious bash commands, project conventions, environment quirks, and architectural decisions the agent needs to get things right the first time. agent-config.yml prepares the coding environment with the right dependencies, tooling, and c… …
… The monolith is giving way to modern, API-first, composable services. And agent-specific APIs are being built so agents can act as first-class users of the platform, not as bolted-on consumers of human-shaped interfaces. …
… Agent for Kubernetes option ca-cert-file renamed Impacts customers installing Kubernetes agents behind a self-signed certificate. The change may impact CD workflows relying on connecting Kubernetes clusters to GitLab via the agent. …
… More to explore AI Claude Opus 4.8 on GitLab: Complex agentic work, less disruption AI Agentic coding is only as good as its context AI Transform MRs from manual tasks to an automated workflow Start building faster today See what your team can do with the intelligent orchestration platform for DevS… …
… On GitLab.com, opt in and create your first secret . …