QLM EXPERIENCE RESIDENCY

Software Engineer I

Demonstrate codebase navigation, debugging discipline, code review rigor, release safety, incident response, and architecture reasoning — with critical evaluation of AI-generated code.

0/15 scenarios

1

Codebase Onboarding

Navigating an unfamiliar codebase, tracing dependencies, and asking effective questions.

2

Debugging and Testing

Reproducing bugs, triaging flaky tests, and writing regression tests that prevent recurrence.

3

Code Review and Security

Reviewing PRs for correctness and security, especially AI-generated code.

4

Release Discipline

Making release decisions, planning safe rollouts, and defining rollback criteria.

5

Production Incident and Architecture

Responding to production incidents, making architecture decisions, and handling the full bug-to-release-to-incident cycle.