II.
Workflow overview
Reference · liveworkflow:ai-pair-programming-governance
AI Pair-Programming Governance overview
Evaluates the organisational posture around AI-assisted coding — reviewing which copilot tools are approved, auditing suggestion-acceptance rates vs defect introduction, verifying prompt-injection guardrails, checking that generated code passes the same review gates as human code, and ensuring intellectual-property attribution policies are followed. Produces a governance compliance scorecard and policy-gap remediation list. Excludes tool procurement negotiation.
Attributes
displayName
AI Pair-Programming Governance
workflowKind
governance
triggerType
scheduled
typicalCadence
monthly
complexity
cross-team
description
Evaluates the organisational posture around AI-assisted coding — reviewing
which copilot tools are approved, auditing suggestion-acceptance rates vs
defect introduction, verifying prompt-injection guardrails, checking that
generated code passes the same review gates as human code, and ensuring
intellectual-property attribution policies are followed. Produces a
governance compliance scorecard and policy-gap remediation list. Excludes
tool procurement negotiation.
Outgoing edges
applies_to_domain3
- domain:software-engineering·DomainSoftware Engineering
- domain:ml-ops·DomainMLOps
- domain:security·DomainSecurity
involves_role3
- role:ai-champion·RoleAI Champion
- role:engineering-manager·RoleEngineering Manager
- role:security-reviewer·RoleSecurity Reviewer
performed_by_org_unit2
- org-unit:ai-enablement·OrgUnitAI Enablement
- org-unit:engineering-productivity·OrgUnitEngineering Productivity
requires_skill_area2
- skill-area:prompt-engineering·SkillAreaPrompt Engineering
- skill-area:eval-driven-development·SkillAreaEval-Driven LLM Development
triggers_responsibility2
- responsibility:ai-agent-usage-review·Responsibility
- responsibility:ai-safety-guardrails·Responsibility
Incoming edges
follows_workflow1
- stack-profile:coding-agent-platform·StackProfile