https://barancezayirli.com/blog With 20+ years in tech, product innovation, and system design, I scale startups and build robust software, always pushing the boundaries of possibility. en Baran Cezayirli Baran Cezayirli Mon, 01 Jun 2026 00:00:00 GMT https://barancezayirli.com/blog/ai/ai-doesnt-read-code-it-reads-patterns https://barancezayirli.com/blog/ai/ai-doesnt-read-code-it-reads-patterns AI code generation works by pattern-matching, not reading intent. Why it fails in enterprise — and why pattern-first codebases feel like magic. Mon, 01 Jun 2026 00:00:00 GMT Baran Cezayirli AIsoftware engineeringsystem design