1 min lesson
What clears the bar
Describe the practical point in "Across every stage, the same handful of signals decide it", then say what it changes.
Step 1 of 3
Across every stage, the same handful of signals decide it. Cursor hires selectively for engineers who ship senior-IC work from week one, so the loop rewards judgment and ownership over rote-correct answers.
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Full explanation
What the Panel Weighs Hardest
Interactive diagram. Tab through its regions; each focused region shows its detail in the panel below.
The cross-cutting signals that decide it, ranked by how heavily the loop weighs them. Step through each to see how it shows up.
The product-opinion signal trips up strong engineers. The loop detects superficial familiarity fast, so a grounded comparison beats enthusiasm every time.
“Copilot's Tab is great inline, but Cursor's multi-file Agent is where I actually ship refactors; Claude Code is strong in the terminal but I want the editor's repo context. My honest gripe with Cursor is the occasional latency hitch on a completion, which is exactly why the inference path is the work I want.”
- Clean, honest engineering: you name failure modes and you say what you didn't finish.
- Cost-aware reasoning grounded in real GPU and provider dollars, not hand-waving.
- An on-call mindset: SLOs, error budgets, blast-radius thinking for a path that's always hot.
A routing or failover mistake degrades Tab and Agent for every user at once. Interviewers reward candidates who clearly feel that weight - who reason about reliability, cost and latency as live tradeoffs under ambiguity rather than reaching for a textbook-correct answer that ignores the dollars and the p99.
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Optional practice