Beat-by-beat: what each move actually does

Opener: "Walk me through your value streamThe end-to-end path a change takes from idea to running in production. Press Enter for the full definition.. Where does a change wait the longest?"

You're hunting the queue: review backlog, env provisioning, cross-team handoffs, ticket aging. DORADORA metrics. Four widely-used delivery measures: deployment frequency, lead time for changes, change failure rate and time to restore service. Press Enter for the full definition.'s lead-time-for-changes lives here. No queue named means no problem to solve.

Opener: "What can never bend, even for velocity?"

Separation of duties, ITGCIT General Controls. The baseline IT controls auditors check: who can change what, how changes get approved and how systems are run. Press Enter for the full definition., change-management controls, the regulated boundaries. You name these before product so the room knows you respect them. This beat is how you earn the right to be in an enterprise.

Opener: "If we fixed one workflow first, which one moves the needle?"

One repo, one team, one workflow with a clear edge. Bounded means measurable and measurable means safe. 'AI everywhere' is the anti-pattern: no baseline, infinite blast radiusHow much breaks if a change goes wrong; the scope of potential damage. Press Enter for the full definition..

Opener: "Here's why this tool fits that workflow and respects those controls."

Context (codebase awareness, MCPModel Context Protocol. A standard that lets an AI agent pull in context from outside the repo, like Jira tickets or internal docs. Press Enter for the full definition.), Rules (.cursor/rules, model/repo allowlists), Control (hooks, sandboxing, audit logs, RBACRole-Based Access Control. Granting permissions by role rather than configuring each person individually. Press Enter for the full definition., SSOSingle Sign-On. One company login (usually via SAML or OIDC) instead of a separate password per tool. Press Enter for the full definition./SCIMSystem for Cross-domain Identity Management. A standard for automatically creating and removing user accounts when people join or leave. Press Enter for the full definition.). Your one product moment.

Opener: "We start with a cohort, guardrails on, blast radiusHow much breaks if a change goes wrong; the scope of potential damage. Press Enter for the full definition. scoped."

Model/MCPModel Context Protocol. A standard that lets an AI agent pull in context from outside the repo, like Jira tickets or internal docs. Press Enter for the full definition./repo allowlists, hooks, terminal sandboxing, Privacy ModeCursor's setting that guarantees code data is not used for training by Cursor or its model providers, and that an admin can enforce org-wide; data-retention terms are a separate, contractual layer. Press Enter for the full definition., audit logs all enabled. Box's mentorship model (+75% usage in 6 weeks) is the template.

Opener: "We measured before we changed, so we can show the delta."

DORADORA metrics. Four widely-used delivery measures: deployment frequency, lead time for changes, change failure rate and time to restore service. Press Enter for the full definition. four keys, throughput, migration-effort reduction (Box: 80–90% less), daily-active. No baseline means no proof, just vibes.