AI Is Flooding the Market With Polished Prototypes, But Real Software Engineering Expertise Is More Valuable Than Ever
Summary
AI is flooding the market with polished prototypes, but real software engineering expertise — covering reliability, security, and scalability — is becoming more valuable than ever as the gap between a demo and a truly engineered system remains as wide as ever.
Key Points
- AI dramatically lowers the cost of producing software that looks functional, creating a surge of polished prototypes and demos, but the gap between a working prototype and a truly engineered system remains as wide as ever.
- Real software engineering is not about writing code but about fighting entropy, maintaining reliability, security, compliance, and operational maturity at scale, which are challenges that AI tools have little ability to address.
- Just as desktop publishing and stock photography commoditized their accessible layers while raising the premium on deeper expertise, AI is commoditizing code production while making system design, product judgment, and operational excellence more valuable and harder to fake.