### Suggestions/Ideas? Please add a comment to https://gitlab.com/groups/gitlab-org/-/epics/13872 ### Focus for GA ([Video Walkthrough](https://drive.google.com/file/d/1Owj2qfh_fM0X53E0x7L9o98eTxX_dtvb/view?usp=drive_link)) ### Release Notes You can quickly get your pipelines back to green with our AI-powered solution that analyzes failing job logs, provides a root cause analysis, and suggests fixes. Documentation - https://docs.gitlab.com/ee/user/gitlab_duo/#root-cause-analysis #### Update UX to show the failing job analysis in Duo Chat * [Figma Design](https://www.figma.com/design/s2D8fVYK4xCmRVRsijexgI/RCA-%2B-Duo?node-id=4-5152&t=gAVnomEst8C7JcEk-0) * Backend - https://gitlab.com/gitlab-org/gitlab/-/issues/441681+s * Frontend - https://gitlab.com/gitlab-org/gitlab/-/issues/457806+s * https://gitlab.com/gitlab-org/gitlab/-/issues/471244+s * https://gitlab.com/gitlab-org/gitlab/-/issues/473130+s * https://gitlab.com/gitlab-org/gitlab/-/issues/471617+s #### Change the Model used to generate analysis response to Claude 3.5 Sonnet * Part of the backend 'move' issue: https://gitlab.com/gitlab-org/gitlab/-/issues/441681+s * https://gitlab.com/gitlab-org/gitlab/-/issues/471861+s #### [Benchmark the quality of responses using CEF](https://gitlab.com/groups/gitlab-org/modelops/ai-model-validation-and-research/ai-evaluation/-/epics/7 "AI Model Validation Support to Root Cause Analysis") * https://gitlab.com/gitlab-org/gitlab/-/issues/458242+s * https://gitlab.com/gitlab-org/modelops/ai-model-validation-and-research/ai-evaluation/prompt-library/-/issues/255+s * https://gitlab.com/gitlab-org/modelops/ai-model-validation-and-research/ai-evaluation/prompt-library/-/issues/258+s * https://gitlab.com/gitlab-org/modelops/ai-model-validation-and-research/ai-evaluation/prompt-library/-/issues/346+s * https://gitlab.com/gitlab-org/modelops/ai-model-validation-and-research/ai-evaluation/prompt-library/-/work_items/356+s * https://gitlab.com/gitlab-org/modelops/ai-model-validation-and-research/ai-evaluation/prompt-library/-/issues/343+s #### Manual Verification of RCA * https://gitlab.com/gitlab-org/gitlab/-/issues/472899+s * https://gitlab.com/gitlab-org/gitlab/-/issues/472888+s #### [Prompt/Model Refinement to meet quality benchmark](https://gitlab.com/gitlab-org/gitlab/-/issues/464781 "Refine the prompt and response to be sure users are getting a useful response") (Only if needed) * https://gitlab.com/gitlab-org/modelops/ai-model-validation-and-research/ai-evaluation/prompt-library/-/issues/313+s #### Packaging and Delivery as a Duo Ent feature * https://gitlab.com/gitlab-org/gitlab/-/issues/457573+s * https://gitlab.com/gitlab-org/gitlab/-/issues/459940+s #### Usability Improvements * https://gitlab.com/gitlab-org/gitlab/-/issues/457988+s * https://gitlab.com/gitlab-org/gitlab/-/issues/461665+s * https://gitlab.com/gitlab-org/gitlab/-/issues/461671+s * https://gitlab.com/gitlab-org/gitlab/-/issues/455418+s * https://gitlab.com/gitlab-org/ux-research/-/issues/3077+s #### Metrics * https://gitlab.com/gitlab-org/gitlab/-/issues/454375+s * https://gitlab.com/gitlab-org/gitlab/-/issues/465399+s #### GA Definition of Done Checklist * https://gitlab.com/gitlab-org/gitlab/-/issues/466260+s * https://gitlab.com/gitlab-org/gitlab/-/issues/466262+s #### Documentation Updates * https://gitlab.com/gitlab-org/gitlab/-/issues/458239+s ### Post GA Improvements See https://gitlab.com/groups/gitlab-org/-/epics/13872