Understand
Safe Delegation for AI-Assisted Software Delivery
Why more AI output is not enough, and how teams decide what runs alone, needs review, needs approval, or gets blocked.
Resources
Understand the problem. See the artifact. Map one workflow.
When AI-assisted work reaches PRs, CI/CD, credentials, tools, or releases, the question is no longer just which tool was used. These resources help teams understand the action path, see the artifact, and map one real workflow.
Start here
Four steps for the first conversation.
See the artifact
Agent Action BOM Sample
Download an ungated PDF sample showing paths, credentials, approval gaps, evidence gaps, and next actions.
Try it
AI Release Path Lab
Trace a release-token path, see what it can change, and export an Agent Action BOM, JSON action path, and evidence packet.
System view
Action-Control Graph
The system view behind the BOM: which paths connect workflows, credentials, actions, targets, approval, and evidence.
Reference library
Use these when the conversation gets specific.
The main path is above. The library below is for the follow-up questions that usually appear after one workflow is mapped.
Artifacts and policy
- Agent Action BOMThe core review record.
- Agent Action BOM TemplateCopy the fields for one workflow.
- AI Action Boundary MapTurn a path into allow / review / approve / block.
- AI Action ContractDefine authority, policy, evidence, and proof.
- Accountable AgentsThe broader operating model.
Review questions
- 12 Questions For Your AI Coding RolloutA first-call checklist.
- Can AI Coding Agents Access CI Secrets?Check indirect secret reach.
- AI Coding Agent Approval PolicyKeep normal coding fast.
- AI-Assisted Delivery Evidence PacketKnow what proof should remain.
- AI Coding Agent SOC 2 EvidencePrepare for audit and trust questions.
Deeper context
- Trusted Execution for AI AgentsWhy connection is not enough.
- AI Software Delivery ControlA practical category definition.
- AI Agent Monitoring vs Action ControlWhere tracing ends.
- MCP Tool Security for Engineering TeamsMap tool calls to authority.
- AI Coding Agents and GitHub ActionsReview workflow and CI/CD paths.
- AI Coding Tools and Non-Human IdentitiesWhy identity inventory is not enough.