Prompt Engineering

Anthropic has overhauled its context engineering approach for Claude 5 models, discarding old myths like rigid rules and front-loaded prompts in favor of design that leverages the model's improved judgment and progressive disclosure.

AI generates first drafts instantly, but quality demands human judgment. Rachel DuRose outlines a four-step method to articulate standards, evaluate output, and iterate with intent—turning speed into substance.

AI development no longer requires coding. In 2026, mastering prompt frameworks like TCRF and TCREI, choosing the right local or cloud tools, and automating workflows with MCP servers define the new skill set for staying competitive.