Under the hood, V2.0 is the result of disciplined iteration. Performance optimizations shave minutes off complex operations; modular routines isolate risk so failures are contained and reversible; verbose logging provides the forensic trail needed when stakes are high. Every output is timestamped and contextualized, designed for both the operator who needs answers now and the auditor who will parse them later.