01 / The problem
Challenge
Agents are useful when they receive enough context, operate within a bounded task, and produce output that a human can verify.
02 / System view
Architecture at a glance
A simplified, public-safe model. Select a layer to inspect its responsibility.
Selected layer
Task intake
Define what done means and what is out of scope.
03 / Engineering decisions
Approach
- Gather context and turn intent into an explicit plan.
- Execute in small, inspectable steps with tools and repository feedback.
- Validate the result before human acceptance.
04 / Tools & skills
What I used
Tools
Skills
05 / Evidence
Outcomes
- A reusable public model for agent-assisted development.
06 / Reflection
What I learned
01
Agent output improves when intent becomes explicit and inspectable.
02
Human review is a design constraint, not a final afterthought.