New to GitLab Duo Agent Platform? No problem. We've built resources to help you get started quickly, whether you're a GitLab expert or trying it for the first time.

Inspiration

Not sure where to start? We've created example projects that show what's possible. Some are achievable in a weekend. Others push the boundaries of the platform.

Achievable Projects:

• Journey 1: VueJS Unit Test Writer — An agent that generates unit tests for Vue.js components

• Journey 4: Issue Triage — A flow of agents that helps categorize and prioritize issues automatically
  

• Journey 5: Documentation Writer — An agent that creates documentation using the Knowledge Graph

• Journey 6: Security Sentinel — A CLI agent that monitors and flags security concerns

• Journey 7: OpenTofu Expert — An agent that helps with Infrastructure as Code

• Journey 8: Jenkins Migration — An agent that helps migrate Jenkins pipelines to GitLab CI

Aspirational Projects:

• Journey 2: IDE-First CI/CD Configuration — Configure pipelines without leaving your editor

• Journey 3: Pipeline Observability — A flow of agents that monitors and explains pipeline behavior

Explore all journeys in our GitLab YouTube Playlist

Technical Resources

• Get started with GitLab Duo Agent Platform: The complete guide

• Video Playlist: GitLab Duo Agent Platform Demos - Watch the journeys in action

• GitLab Agent Documentation -  Everything you need to build your first agent

• GitLab Flows Documentation - Everything you need to build your first orchestration of agents

• Discover what’s possible in our GitLab Duo prompt library:

• Discord Channel - Ask questions and get help from GitLab team members and fellow participants in #ai-hackathon

• Devpost Discord Channel - Find people to team up with

• Office Hours — Live sessions to troubleshoot and brainstorm (schedule posted on Discord)

Category Prize Descriptions: 

• All eligible submissions using GitLab and Anthropic models

• Agents run within GitLab have access to the Anthropic Models by default. You can’t change this in this sandbox. See the Agent Platform AI Models documentation.  

• Be creative, surprise us 😎

• All eligible submissions using GitLab and Google Cloud functionality (GCP services, MCP server, ...)

• Read up on the Google Cloud integration 

• Be creative, surprise us 😎

• Green Agent. Build an AI agent or orchestration of AI agents (flows) on the GitLab Duo Agent Platform that advances sustainability in software development. Your agent should help GitLab users measure, understand, and reduce the environmental impact of their development activities, whether that involves tracking LLM energy consumption, optimizing CI/CD pipelines for efficiency, or providing actionable sustainability insights.