#The Problem
Agentic Engineering Learning Roadmap is a practical workflow for builders who need predictable outcomes.
#Why This Happens
- Loose specs cause inconsistent outputs.
- Missing verification loops hide regressions.
- No clear handoff contracts create rework.
#What To Do
- Map the failure to a concrete repro.
- Apply a minimal fix with one measurable checkpoint.
- Add regression coverage before scaling traffic.