AI-native development workflowsfor real enterprise teams.
OperatorLab explores how AI changes software delivery, technical enablement, and enterprise engineering workflows. The site is itself a working sketch — live scenario labs, field-ready demos, and the operating patterns underneath.
Featured labs
Four live scenarios — pick one and run it.
Sales Enablement Studio
Customer objection in. Field-ready brief out.
The 30-minute version of the four-hour discovery-call prep — structured and field-ready.
Feature Delivery
Idea in. Executable PRD + architecture sketch out.
Glass-box demo of the PRD-first workflow — the same loop this site itself was built on.
Migration Crisis
Migration scenario in. Strategy, risks, and comms out.
Recover a behind-schedule enterprise migration — clustered field mapping, rollout, and exec memo in one pass.
Vibe Coding
Pick a mode. Watch the workflow narrate itself.
The polished version of how an operator drives Claude Code — with the seams visible.
Workflow categories
The surfaces this lab works across.
- Agentic CodingPlan mode, multi-agent orchestration, recovery loops.
- AI EnablementField guides, briefings, demo design.
- Enterprise DevelopmentMigrations, integrations, legacy system rework.
- Technical Sales EngineeringDiscovery, demos, objection handling, competitive framing.
- Workflow AutomationRepeatable operational systems, internal tooling.
- Claude Code ExperimentsHooks, slash commands, subagents, custom skills.
- AI-Native ArchitecturePatterns for systems that assume agents in the loop.
Walkthroughs
Short, sharp, conversational.
The lens
Built by an operator who's sat in the war room — not someone selling around the work. The workflows here are the ones that survive contact with a real enterprise on a real Friday.