Open Source Interviewer Toolkit

Evaluate with Confidence

A structured evaluation framework for interviewers. Rubrics, question banks, and calibration tools to conduct fair, objective, and consistent technical interviews across all engineering levels.

Built for those who evaluate not those who prepare. However, candidates can use this to understand exactly how they'll be assessed.

🎯 Built for Interviewers

  • Structured scoring rubrics for every round type
  • Level calibration matrices (SDE 1 → Staff)
  • 250+ vetted questions with expected answers & follow-ups
  • Feedback templates for objective post-interview write-ups
  • Domain-specific evaluation criteria (embedded to cloud)

💡 Useful for Candidates Too

  • Understand exactly how you'll be scored
  • See the difference between SDE 2 and SDE 3 answers
  • Practice with real interview question banks
  • Know what interviewers look for at each level

This is an evaluation toolkit first, preparation resource second.

Every Domain Covered

From bare-metal silicon to cloud-native microservices

Level Calibration

Know exactly what's expected at each engineering level

1

SDE 1

0-2 yrs

Junior executes defined tasks, learns fundamentals

2

SDE 2

2-5 yrs

Mid owns features end-to-end, production-quality code

3

SDE 3

5-10 yrs

Senior drives technical direction, cross-team influence

4

SDE 4

10+ yrs

Staff organization-wide impact, defines architecture

Run better interviews, hire with confidence

Structured evaluation removes bias. Every candidate gets the same fair assessment regardless of who interviews them.