… 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… …
Published on: February 19, 2026 4 min read Agentic AI, enterprise control: Self-hosted Duo Agent Platform and BYOM Learn how GitLab 18.9 gives regulated enterprises governed agentic AI through self-hosted Duo Agent Platform and Bring Your Own Model support. …
… 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. …
… The workflow advances from "which vulnerability should we fix first" to "which AI-generated fix MR should a human review and approve first." That decision requires context the coding agent doesn't have: the broader project code, the complete data flow, the deployment target, and the security polici… …
… GitLab 19.0 released More AI models for GitLab Duo Agent Platform Self-Hosted Manage CI/CD credentials with GitLab Secrets Manager Track CI component usage across your organization Reduce supply chain risk with SBOM-based dependency scanning Full security scanner coverage of your codebase in minute… …
Published on: May 7, 2026 8 min read Automate deployment processes using a custom agent in GitLab Duo Agent Platform Custom AI agents automate complex, repetitive GitOps work in minutes, while remaining versioned, governed, and secured within enterprise guardrails. …
… More to explore AI GitLab Flex: Commit once, reshape your seats and AI spend AI GitLab: Built for the agentic engineering era AI GitLab on Google Cloud: Fully managed, compliant, and AI-ready Start building faster today See what your team can do with the intelligent orchestration platform for DevSe… …
… 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 │ └─… …
… Git itself wasn't designed for that load, and bolting AI onto platforms not built for agents is the biggest mistake of this era. We're doing a generational rebuild of the underlying infrastructure to handle agent-rate work as the default. …
… The removal of the variable may break Vault integrations or otherwise cause pipelines to fail. CD The pull-based deployment features of the GitLab agent for Kubernetes is deprecated Impacts projects using the GitLab agent for Kubernetes for deployments. …
