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AI Integration capabilities

AI-assisted development

Review AI-assisted changes and check model limits and permissions.

LLM behaviour & limitsRAGHosted / self-hosted modelsFine-tuning (advanced)Context managementEvaluations & verificationMCP (tool / data protocol)Agent instructions & skillsCoding agents & assisted code generation

AI workflow orchestration

Control how AI workflows use tools, data, review, and budgets.

Multi-agent workflowsLangChainAI-assisted reviewAgent workflows with reviewModel access & cost controlsPermissions & data governanceLiteLLM

Connected capabilities

These groups sit on other islands and often come up in this work.

Security & software supply chain Workflow automation Developer platforms & experience