Adoption labs
Prove agentic engineering on real work
Hands-on labs where your teams use agents, structured specifications, and validation workflows on real backlog items and real repositories.
Why labs
Generic training does not change delivery
Developers can learn features in a classroom. Organizations build confidence when teams apply the new way of working to their own systems, constraints, and delivery expectations.
Adoption labs are practical working sessions built around real engineering work.
What happens in a lab
Teams learn by doing
- Select real backlog items
- Convert intent into structured specifications
- Add the right context
- Use agents to support implementation
- Create tests and documentation
- Validate output against quality and architecture expectations
- Review the delivery flow
- Capture reusable patterns and improvements
What teams learn
Practical skills for the new delivery model
Use agents with better context.
Write useful specifications.
Break work into agent-friendly tasks.
Review generated output critically.
Use agents for tests, documentation, refactoring, and analysis.
Apply validation gates.
Collaborate as a team around agent-supported workflows.
Identify where human judgment matters most.
Deliverables
More than a workshop
- Lab plan
- Selected backlog scenarios
- Facilitated team execution
- Captured prompts and patterns
- Delivery observations
- Team maturity findings
- Recommendations for next steps
- Leadership summary
Run a lab on your own software