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Analyze a bug through a structured hypothesis method, isolate the root cause, and deliver a complete runnable fix with no TODOs or stubs, pl

Write an organized test suite (happy, edge, failure, security) for a code unit using the right framework, with complete runnable test code a

Explain unfamiliar code at three levels (overview, line-by-line, flow), surfacing hidden risks and implicit assumptions, without inventing b

Design a normalized relational schema with keys, constraints, and indexes justified by real queries plus a migration plan, without inventing

Methodically profile a system from real measurements, locate bottlenecks, and propose impact-ranked optimizations while warning against prem

Design a production system prompt for an LLM feature with precise role, output, and guardrails, plus testing and anti-injection strategy, wi

Write a data-cleaning pipeline detecting anomalies, missing values, and duplicates with documented rules, a before/after quality report, and