I Am Ralph – CRESS Principles in Practice

· Codemanship Wordpress · May 17, 2026, 8:07 a.m.
AI context engineering continuous inspection cress software-engineering Workflow Improvement AI-assisted development CRESS Principles
Summary
The blog post discusses the application of CRESS principles—Current, Refutable, Empirical, Small & Specific—within the context of AI-assisted software development workflows, reflecting on the author's professional experiences and insights.
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