Engineer Analyst

This is your analytical heavy hitter for when you need to think through technical problems like an engineer, not just a programmer. It brings first principles reasoning, systems thinking, and formal optimization frameworks to system design, failure analysis, and trade-off decisions. You get structured approaches like the V-Model for complex systems, Pareto analysis for competing objectives, and failure mode thinking baked in. The philosophy is solid: constraints are fundamental, trade-offs are inevitable, and quantification beats hand-waving. Most useful when you're architecting something non-trivial, debugging why a system keeps falling over, or need to justify design decisions with actual engineering rigor instead of gut feel.