Understand
Safe Delegation for AI-Assisted Software Delivery
Decide which AI-assisted actions may run, need normal review, require explicit approval, or must be blocked.
Resources
Guides and examples for reviewing AI-assisted delivery.
When AI-assisted work reaches PRs, CI/CD, credentials, tools, or releases, teams need to know what the workflow can change and which controls apply. Start with a sample finding, template, or guided lab.
Start here
Four starting points for a workflow review.
See the finding
Workflow Finding Sample
Download a no-form PDF showing a workflow, its credential, the controls supported by evidence, and the next check.
Try it
AI Release Path Lab
Trace a simulated release-token path and export an Agent Action BOM, JSON workflow path, or 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 BOMRecord one workflow, credential, approval rule, and result.
- Agent Action BOM TemplateCopy the fields for one workflow.
- AI Action Boundary MapTurn a path into allow / review / approve / block.
- AI Action ContractDefine the allowed action, credential, policy, and approval.
- Accountable AgentsLink each system change to an owner and retained record.
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 PolicySet approval rules for credentialed or release actions.
- AI-Assisted Delivery Evidence PacketLink the PR, workflow run, approval, and result.
- AI Coding Agent SOC 2 EvidencePrepare for audit and trust questions.
Deeper context
- Trusted Execution for AI AgentsDefine what may run, who approves it, and what gets recorded.
- AI Software Delivery ControlReview workflow reach, credentials, and approvals.
- AI Agent Monitoring vs Action ControlCompare run records with pre-action rules.
- MCP Tool Security for Engineering TeamsConnect each tool call to its credential and target.
- AI Coding Agents and GitHub ActionsReview workflow and CI/CD paths.
- AI Coding Tools and Non-Human IdentitiesConnect identities to the workflows that can use them.
Comparison guides
Compare workflow mapping with the controls you already use.
CODEOWNERS, branch rules, CI/CD gates, rollout reviews, secret scanning, and identity tools all do useful work. These guides show how Clyra fits around them without pretending to replace them.
Five practical comparisons
Keep the controls. Check one mapped path.
Start with the control closest to your question and see when mapping one workflow adds useful context.
Browse comparison guides