grilling

Validate software architecture design by applying systematic interrogation to break down complex plans, cross-referencing the codebase to verify facts, and reviewing design decisions iteratively to identify missing dependencies and failure points.

Stress-test project plans by executing a rigorous, one-by-one questioning process that evaluates every design decision against codebase context, ensuring no dependency, edge case, or design trade-off is overlooked before implementation.

Fact-based verification works by automatically parsing codebase context to distinguish between verifiable facts and subjective design choices, allowing you to focus on high-level strategic planning while systematically confirming existing technical constraints.

You can use iterative questioning to review architectural changes by facilitating critical evaluation through one-by-one inquiries, systematically breaking down complex components to ensure thorough validation of all technical decisions and potential failure points.

You need systematic interrogation for software development planning when proceeding with major refactors or architectural changes, ensuring rigorous review of design architectures to avoid the common pitfall of proceeding with incomplete or poorly vetted plans.