Now

AI Coding Assistants — broaden adoption

The Quarkus codegen skill and Jira MCP server are in use by two squads. This quarter: document adoption patterns, add a GitLab MCP server, and run office hours for teams wanting to onboard Claude Code.

Support chatbot — pilot → production

IT Helpdesk pilot hit 40% deflection. Evaluating a full rollout and templating the RAG architecture for a second use case (HR FAQs).

Engineering metrics — unblock the pipeline

Paused on GitLab integration pending a security review of service account permissions. Target: resume in June, connect to 3 production pipelines by end of Q2.

Initiatives pages — catalog coherence

Turning the catalog from a list into threads. Three initiatives live; building the /initiatives pages and wiring entry cards to their parent initiatives.

Playbooks — how TD works

Documenting the engagement model: how to request a study, how a pilot graduates, what office hours look like. Makes TD legible to the wider org.