Automate deployment processes using a custom agent in GitLab Duo Agent Platform
Blog post from GitLab
Onboarding a new microservice into an established GitOps workflow can be a complex and time-consuming task that involves generating manifests, updating pipelines, and ensuring correct configurations, which are prone to errors if done manually. The GitLab Duo Agent Platform offers a solution by enabling the creation of custom AI agents that automate this process, tailored to specific applications and workflows. In a tutorial example featuring a fictitious bank called TanukiBank, the platform facilitates the development and integration of a new microservice, thereby saving significant engineering time and effort. The process involves generating a system prompt using GitLab Duo, creating a custom agent to manage the onboarding, and executing the onboarding with minimal manual intervention. This approach not only accelerates deployment but also maintains governance and traceability by keeping all artifacts within GitLab, ensuring a balance between automation speed and enterprise control.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Kubernetes | 5 | 2,019 | 384 | 116 | -16% |
| AI Agents | 1 | 5,657 | 1,451 | 270 | -3% |
Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.