LRLearning RoadmapRead, build, evaluate
Reference

Quality Gates

Quality Gates Use these gates to decide whether work is ready to move forward. Module Done Module README.md topics reviewed. Module exercises.md completed. Module assessment.md ans

quality-gates.md1 min read

Quality Gates

Use these gates to decide whether work is ready to move forward.

Module Done

  • Module README.md topics reviewed.
  • Module exercises.md completed.
  • Module assessment.md answered.
  • At least one project artifact created.
  • Notes explain the most important trade-offs.
  • PROGRESS.md updated.

Project Done

  • Main workflow works end-to-end.
  • README is complete.
  • Architecture diagram exists.
  • Evaluation evidence exists.
  • Security notes exist.
  • Known limitations are documented.
  • Project rubric score is at least 26.

Production-Style Done

  • Authentication and authorization considered.
  • Secrets are handled safely.
  • Logs, metrics, and alerts are planned or implemented.
  • Backup and recovery are planned.
  • Cost estimate exists.
  • Failure cases are tested.
  • Production AI checklist passes.

Portfolio-Ready Done

  • Project proves a clear skill.
  • Demo path is reliable.
  • Documentation is understandable without live explanation.
  • Architecture trade-offs are clear.
  • Evaluation and limitations are honest.
  • Next improvements are realistic.