# \#gitlab-duo **URL:** https://forum.gitlab.com/tag/gitlab-duo/223.md [Latest](https://forum.gitlab.com/latest.md) · [Categories](https://forum.gitlab.com/categories.md) · [Tags](https://forum.gitlab.com/tags.md) --- ## [AI-assisted CI/CD validation: how much autonomy should we give agents?](https://forum.gitlab.com/t/ai-assisted-ci-cd-validation-how-much-autonomy-should-we-give-agents/134992)
**Author:** [@NikhilRaman12](https://forum.gitlab.com/u/NikhilRaman12)\ **Replies:** 0\ **Last updated:** [August 20, 2026, 7:07pm UTC](https://forum.gitlab.com/t/ai-assisted-ci-cd-validation-how-much-autonomy-should-we-give-agents/134992 "2026-08-20T19:07:52Z")
Designing a Safe GitLab Duo Agent Workflow for Autonomous CI/CD Failure Remediation Problem to Solve I am exploring an architectural pattern for using the GitLab Duo Agent Platform in CI/CD pipelines where an agent can d… --- ## [Duo review instructions at scale](https://forum.gitlab.com/t/duo-review-instructions-at-scale/134756)
**Author:** [@danibachar](https://forum.gitlab.com/u/danibachar)\ **Replies:** 0\ **Last updated:** [August 4, 2026, 10:09pm UTC](https://forum.gitlab.com/t/duo-review-instructions-at-scale/134756 "2026-08-04T22:09:24Z")
Problem to solve How to scale the mr-review-instructions.yaml? In a monorepo where many teams starting to adopt Duo and mr-review-instructions.yaml - how can we scale that file? It becomes a big mess, with code conflict… --- ## [Orbit Tracer Security Agent - GitLab Duo Agent That Reduces Vulnerability Analysis from 4+ Hours to Minutes](https://forum.gitlab.com/t/orbit-tracer-security-agent-gitlab-duo-agent-that-reduces-vulnerability-analysis-from-4-hours-to-minutes/134341)
**Author:** [@rajum37](https://forum.gitlab.com/u/rajum37)\ **Replies:** 0\ **Last updated:** [June 24, 2026, 1:43pm UTC](https://forum.gitlab.com/t/orbit-tracer-security-agent-gitlab-duo-agent-that-reduces-vulnerability-analysis-from-4-hours-to-minutes/134341 "2026-06-24T13:43:49Z")
Hi GitLab Community! :waving\_hand: I just completed Orbit Tracer Security Agent during the GitLab Transcend Hackathon, and I’d love to share it with the community and get your feedback. The Problem We Solved Security t… --- ## [Self-signed certificate in duo code review pipeline](https://forum.gitlab.com/t/self-signed-certificate-in-duo-code-review-pipeline/133587)
**Author:** [@ryder](https://forum.gitlab.com/u/ryder)\ **Replies:** 5\ **Last updated:** [May 30, 2026, 12:28pm UTC](https://forum.gitlab.com/t/self-signed-certificate-in-duo-code-review-pipeline/133587 "2026-05-30T12:28:27Z")
Problem to solve Adding Gitlab Duo, as a code reviewer in MR fails with a self-signed certificate in chain error. Self hosted gitlab with private CA and self hosted runners with docker executor. Certificate and NODE\_EXT… --- ## [Vllm-served GPT-OSS-20b fails to work with Self-managed Duo in code completion and chat that requires gitlab\_documentation](https://forum.gitlab.com/t/vllm-served-gpt-oss-20b-fails-to-work-with-self-managed-duo-in-code-completion-and-chat-that-requires-gitlab-documentation/130210)
**Author:** [@khoa.nguyen.xrd](https://forum.gitlab.com/u/khoa.nguyen.xrd)\ **Replies:** 8\ **Last updated:** [September 11, 2025, 12:38pm UTC](https://forum.gitlab.com/t/vllm-served-gpt-oss-20b-fails-to-work-with-self-managed-duo-in-code-completion-and-chat-that-requires-gitlab-documentation/130210 "2025-09-11T12:38:04Z")
Problem to solve I tried to use GPT-OSS-20b served by vLLM for code completion, as GPT-OSS-20b is in beta. For reference, the testing was done using self-managed Gitlab, GitLab Ultimate with a GitLab Duo Enterprise licen… --- ## [Multiple Gitlab Duo (per project or group)](https://forum.gitlab.com/t/multiple-gitlab-duo-per-project-or-group/125040)
**Author:** [@bbkgh](https://forum.gitlab.com/u/bbkgh)\ **Replies:** 1\ **Last updated:** [April 27, 2025, 2:21pm UTC](https://forum.gitlab.com/t/multiple-gitlab-duo-per-project-or-group/125040 "2025-04-27T14:21:04Z")
Feature Request: Please implement the functionality to utilize distinct models and API keys for each project or group. This would enable the deployment of more resource-intensive, specialized models for particular proje… --- ## [Unable to connect VS code gitlab workflow (duo) plugin to self hosted community edition](https://forum.gitlab.com/t/unable-to-connect-vs-code-gitlab-workflow-duo-plugin-to-self-hosted-community-edition/121962)
**Author:** [@joshuamosesb](https://forum.gitlab.com/u/joshuamosesb)\ **Replies:** 2\ **Last updated:** [February 27, 2025, 5:41pm UTC](https://forum.gitlab.com/t/unable-to-connect-vs-code-gitlab-workflow-duo-plugin-to-self-hosted-community-edition/121962 "2025-02-27T17:41:35Z")
Problem to solve Describe your question in as much detail as possible: Unable to connect vs-code gitlab-workflow plugin to self hosted community edition (8.16.3) What are you seeing, and how does that differ from what… --- ## [Livestream recording: Accelerate your development with GitLab and AI (3 hours live programming)](https://forum.gitlab.com/t/livestream-recording-accelerate-your-development-with-gitlab-and-ai-3-hours-live-programming/104341)
**Author:** [@dnsmichi](https://forum.gitlab.com/u/dnsmichi)\ **Replies:** 0\ **Last updated:** [May 10, 2024, 4:47pm UTC](https://forum.gitlab.com/t/livestream-recording-accelerate-your-development-with-gitlab-and-ai-3-hours-live-programming/104341 "2024-05-10T16:47:19Z")
Watch the three-hour livestream recording with table of content navigation: Exercises and solutions in Developer Advocacy at GitLab / use-cases / AI / AI Workshops / Eddie Jaoude - Accelerate your developm… --- ## [Where is IDE extension for Emacs?](https://forum.gitlab.com/t/where-is-ide-extension-for-emacs/107246)
**Author:** [@Anonc](https://forum.gitlab.com/u/Anonc)\ **Replies:** 2\ **Last updated:** [July 8, 2024, 10:16am UTC](https://forum.gitlab.com/t/where-is-ide-extension-for-emacs/107246 "2024-07-08T10:16:39Z")
Hello, I discovered that GitLab have extension for VSCode, JetBrains, NeoVim, but no extension for Emacs. I am Emacs user. Emacs have key bindings close to \*nix console, Emacs have excellent single Elisp language for ex… --- ## [Azure devops to Gitlab migration](https://forum.gitlab.com/t/azure-devops-to-gitlab-migration/102850)
**Author:** [@devd](https://forum.gitlab.com/u/devd)\ **Replies:** 0\ **Last updated:** [April 13, 2024, 8:31am UTC](https://forum.gitlab.com/t/azure-devops-to-gitlab-migration/102850 "2024-04-13T08:31:57Z")
I am looking for migrating Azure devops source code to Gitlab. I am aware of mirror concept but this is not syncing Pull Request/Merge Request history. --- ## [GitLab Duo Coffee Chat 2024-01-04: C++ development with Duo Chat, Code Suggestions, Vulnerability Resolution](https://forum.gitlab.com/t/gitlab-duo-coffee-chat-2024-01-04-c-development-with-duo-chat-code-suggestions-vulnerability-resolution/97809)
**Author:** [@dnsmichi](https://forum.gitlab.com/u/dnsmichi)\ **Replies:** 0\ **Last updated:** [January 5, 2024, 6:24pm UTC](https://forum.gitlab.com/t/gitlab-duo-coffee-chat-2024-01-04-c-development-with-duo-chat-code-suggestions-vulnerability-resolution/97809 "2024-01-05T18:24:37Z")
Guest: @zillemarco Resources: YouTube playlist GitLab Duo Documentation GitLab Duo Code Suggestions GitLab Duo Chat Talks Efficient DevSecOps Workflows with a little help from AI Product feedback Cod… --- ## [GitLab Duo Agent Platform Learning Resources](https://forum.gitlab.com/t/gitlab-duo-agent-platform-learning-resources/96847)
**Author:** [@dnsmichi](https://forum.gitlab.com/u/dnsmichi)\ **Replies:** 0\ **Last updated:** [December 14, 2023, 12:30pm UTC](https://forum.gitlab.com/t/gitlab-duo-agent-platform-learning-resources/96847 "2023-12-14T12:30:20Z")
Docs Tutorials Get started with GitLab Duo Agent Platform: The complete guide - 8 part series GitLab University courses Talks with live demos