Skills
Spec-Driven Development Converges with Context Engineering: Specification Languages Now Include Built-In Context Directives
By April 2026, the distinction between spec-driven development and context engineering has blurred: specification languages now feature built-in context directives that declare what data the AI model needs. The workflow shift is from 'prompt and pray' to Product Requirements Prompts (PRPs) engineered specifically for AI consumption, with integrated toolchains where writing a spec automatically triggers context assembly. The real skill is no longer prompt design — it's designing context assembly systems, writing evals, and knowing when a technique helps vs when it's noise.
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