Engineering Approach - M. Afshari

Engineering Approach

Software engineering is both a technical discipline and a human one. The M. Afshari approach to engineering reflects this duality — equal weight is given to the quality of the code and the quality of the collaboration that produces it.

Starting With the Right Questions

Good system design starts with a clear understanding of the problem. Before drawing any architecture diagrams or choosing any technologies, the most important questions to answer are: What does this system need to do? Who will use it? What are the consistency, availability, and performance requirements? What happens when it fails? The answers to these questions shape every subsequent decision.

From there, the preference is to start simple and add complexity only when justified by real requirements. Microservices are not always the answer. Distributed transactions are almost never the answer. The right tool is the simplest one that satisfies the actual constraints.

Writing for Humans First

Code quality is about writing code that clearly communicates its intent, handles edge cases gracefully, and fails loudly when something unexpected happens. The M. Afshari standard: would a thoughtful engineer, reading this code six months from now with no context, be able to understand what it does and why?

• Prefer clarity over cleverness in all but the most performance-critical paths
• Write tests that document behavior, not just exercise code paths
• Keep functions small, focused, and independently testable
• Use abstractions sparingly and only when they genuinely reduce complexity

Code Review as a Force Multiplier

Code review is one of the highest-leverage activities in software engineering. Done well, it spreads knowledge, catches bugs, improves design, and builds team cohesion. Comments explain the reasoning behind suggestions, acknowledge tradeoffs, and always treat the author's intelligence and effort with respect.

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