adversarial drill

Grill my resume

Pick a project. Type your real answer. Groq plays the senior interviewer — pushes back, asks follow-ups, gets harder. 4-5 turn conversation per project.

🧠 in plain english
Senior engineers don't accept the first answer. They drill: “What TTL? What about cache stampede? What if Postgres goes down?” This tab simulates that pressure. Type your answer like you would on a video call — the AI plays the staff engineer and won't let you off the hook.
Pick a project above to start the grilling.
📌 What the AI is checking for:
  • Specific numbers — TTL, p95, model count, request count
  • Tradeoffs — “X over Y because…”
  • Edge cases — what about stampede, partition, retry, failure?
  • What broke in production — “we got bitten by X, fixed by Y”
  • Reflection — “what I'd do differently”
AI tutor
llama-3.1-8b-instant
Ask anything about the interview
Concept clarifications, “explain X simpler,” rehearsal phrasing, follow-up questions to model answers.