Cleanup AI Engineering Handbook (7faf63b4) · Commits · GitLab.com / Content Sites / handbook

.gitlab/CODEOWNERS

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		/content/handbook/engineering/data-engineering/analytics/monitor/analytics-instrumentation/ @dennis @timzallmann
		/content/handbook/engineering/data-engineering/analytics/monitor/platform-insights.md @dennis @nicholasklick
		/content/handbook/engineering/data-engineering/analytics/monitor/optimize.md @dennis @blabuschagne
		/content/handbook/engineering/ai/data-science/ @timzallmann
		/content/handbook/engineering/ai/search/ @changzhengliu
		/content/handbook/engineering/ai/code-creation/ @mnohr @jordanjanes
		/content/handbook/engineering/ai/editor-extensions/ @dashaadu @kisha.mavryck
		/content/handbook/engineering/ai/data-science/ai-powered/ai-framework/ @timzallmann
		/content/handbook/engineering/ai/data-science/ai-powered/custom-models/ @timzallmann
		/content/handbook/engineering/ai/data-science/ai-powered/duo-chat/ @juan-silva @timzallmann
		/content/handbook/engineering/ai/data-science/ai-powered/duo-workflow/ @bastirehm @timzallmann
		/content/handbook/engineering/ai/data-science/ai-powered/model-validation/ @timzallmann
		/content/handbook/engineering/ai/data-science/modelops/ @timzallmann
		/content/handbook/engineering/ai/ai-framework/ @timzallmann
		/content/handbook/engineering/ai/custom-models/ @timzallmann
		/content/handbook/engineering/ai/duo-chat/ @juan-silva @timzallmann
		/content/handbook/engineering/ai/duo-agent-platform/ @bastirehm @timzallmann
		/content/handbook/engineering/development/database.md @alexives
		/content/handbook/engineering/devops/dev/ @m_gill
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content/handbook/company/working-groups/mlops.md

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		- MLOps Single Engineer Group
		- MLOps Primer
		- [MLOps Exploration](https://gitlab.com/groups/gitlab-org/incubation-engineering/mlops/-/epics/1)
		- [Product Stage Direction - ModelOps](/handbook/engineering/ai/data-science/modelops)
		- [Draft Group Direction - MLOps](https://gitlab.com/gitlab-com/www-gitlab-com/-/blob/master/source/direction/modelops/mlops/index.html.md.erb)
		- Product Stage Direction - ModelOps
		- Draft Group Direction - MLOps
		- [Group Direction - AI Model Validation](https://about.gitlab.com/direction/ai-powered/ai_model_validation/)
		- [AI Model Validation Group](/handbook/engineering/ai/data-science/ai-powered/)
		- AI Model Validation Group

		### Related GitLab projects

		- [Spamcheck](https://gitlab.com/gitlab-org/spamcheck)
		- [Architecture Diagram](https://gitlab.com/gitlab-org/spamcheck#architecture-diagram)
		- [Tanuki-Stan](https://gitlab.com/gitlab-org/ml-ops/tanuki-stan)
		- [UnReview](/handbook/engineering/ai/data-science/ai-powered/model-validation/projects/unreview/)
		- [Architecture Diagram](/handbook/engineering/ai/data-science/ai-powered/model-validation/projects/unreview/#architecture)
		- UnReview
		- Architecture Diagram

		### Related ML Slack channels

content/handbook/engineering/ai/_index.md

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		** Code Creation
		** AI Framework
		** Duo Chat
		** Duo Workflow
		** Duo Agent Platform
		** Duo Workflow Catalogue
		** Global Search
		** Analyze
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		@endwbs
		```

		## AI-powered stakeholders
		## AI Engineering stakeholders

		This section provides an overview of all teams invested in implementing and maintaining AI features. Our Duo initiative is a cross-category effort.

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		\|-----------------------------------------------------------------------------------------------------------------------------------\|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\|
		\| [Editor Extensions](/handbook/engineering/ai/editor-extensions/) \| Maintains the GitLab Workflow VS Code Extension ([maintainers](https://gitlab-org.gitlab.io/gitlab-roulette/?currentProject=gitlab-vscode-extension&mode=show&hidden=reviewer)), [JetBrains](https://gitlab.com/groups/gitlab-org/-/epics/6349), [Neovim](https://gitlab.com/groups/gitlab-org/-/epics/10739), [Visual Studio](https://gitlab.com/groups/gitlab-org/-/epics/10668) extensions and the [language server](https://gitlab.com/groups/gitlab-org/-/epics/2431). Also contributes with UX improvements for Code Suggestions within GitLab Workflow. \|
		\| [Cloud Connector](/handbook/engineering/infrastructure/team/cloud-connector/) (`@mkaeppler`, `@nmilojevic1`) \| Supports access to Duo for Self-Managed: Cloud Connector, Unit Primitives \|
		\| [AI Framework](/handbook/engineering/ai/data-science/ai-powered/ai-framework/) \| Abstraction Layer / AI Gateway for LLM integration to the application (GitLab Chat, Code Suggestions and other AI capabilities) \|
		\| [AI Framework](/handbook/engineering/ai/data-science/ai-powered/ai-framework/) (formerly Model Validation) \| Custom feature evaluators, evaluation support, automated evaluation tooling \|
		\| [AI Framework](/handbook/engineering/ai/ai-framework/) \| Abstraction Layer / AI Gateway for LLM integration to the application (GitLab Chat, Code Suggestions and other AI capabilities) \|
		\| [AI Framework](/handbook/engineering/ai/ai-framework/) (formerly Model Validation) \| Custom feature evaluators, evaluation support, automated evaluation tooling \|
		\| [Global Search](/handbook/engineering/ai/search/) \| Abstraction Layer / Vector Storage / Semantic search \|
		\| [Duo Chat](/handbook/engineering/ai/data-science/ai-powered/duo-chat/) \| GitLab Chat for VSCode and WebIDE \|
		\| [Duo Chat](/handbook/engineering/ai/duo-chat/) \| GitLab Chat for VSCode and WebIDE \|
		\| [Code Creation](/handbook/engineering/ai/code-creation/) \| Code Suggestions (Code completion, Code generation) \|
		\| [Infrastructure Platforms - Runway](/handbook/engineering/infrastructure/team/runway/) \| AI Gateway Scalability / Runway infrastructure \|

		\| [Duo Agent Platform](/handbook/engineering/ai/duo-agent-platform/) \| Agentic observability / Reusable Agentic components / Duo workflow service \|

		## Counterparts

		The AI department engineering structure is different from the Product structure. To read about how we collaborate and who are the counterparts, you can check the [AI product's page](/handbook/product/ai/).

		## ClickHouse Datastore usage

		[ClickHouse usage by Monitor:Platform Insights group](/handbook/engineering/data-engineering/analytics/monitor/platform-insights/#clickhouse-datastore)

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		@@ -32,6 +32,8 @@ Acting Manager: [@eduardobonet](https://gitlab.com/eduardobonet)
		\| Manoj M J \| @manojmj \| [manojmj.yml](https://gitlab.com/gitlab-com/www-gitlab-com/-/blob/master/data/team_members/person/m/manojmj.yml) \| mmj \|
		\| Cindy Halim \| @cindy-halim \| [cindy-halim.yml](https://gitlab.com/gitlab-com/www-gitlab-com/-/blob/master/data/team_members/person/c/cindy-halim.yml) \| chalim \|

		{{< team-by-manager-slug manager="tim-z" team="AI-powered:Custom Models" >}}

		Product, Design & Quality

		Product Manager: [@susie.bee](https://gitlab.com/susie.bee)