AI Augmentation in Topologies
Source: content/manual/05-team-topologies/chapters/06-ai-augmentation-in-topologies.md
Purpose and scope
Show where and how AI fits across stream, enabling, platform, and subsystem teams.
Outcomes
- Safer, targeted AI pilots.
- Clear ownership and audit trails.
- Measurable improvements without quality regressions.
Signals of trouble
- Agents acting without owners.
- Prompt drift and inconsistent outputs.
- Throughput up, failure rate up.
Remediation steps
- Start with stream teams and low-risk tasks.
- Platform supplies tooling, policies, and logs; enabling teams coach.
- Expand to code changes after safety nets prove out.
Checklists and assets
- AI playbook checklists under
playbooks/.
References
- Manual chapters on AI and Platform for cross-links.