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2 articles tagged "Methodology".

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Technical Audits for AI-Generated Code

Why AI-generated code needs structured review — and the four-point checklist I use before anything reaches production.

S Safraz Razik

March 10, 2026 2 min read

#AI #Code Review #Quality #Security #Methodology

Structured Prompting for Multi-Stage Development

Breaking AI-assisted coding into Plan, Scaffold, Implement, and Audit stages — and why this approach produces better results than single-shot generation.

S Safraz Razik

February 5, 2026 2 min read

#AI #Prompting #Workflow #Methodology