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From Guesswork to Precision: A Spec-First Workflow for AI Coding

Score: 8/10 Topic: Spec-First AI Programming Workflow

A Chinese frontend team shares a Spec-First workflow using AGENTS.md to make AI coding assistants more reliable and precise.

A new approach to AI-assisted programming is gaining traction: Spec-First workflow. Instead of letting AI guess your intent from vague prompts, this method uses a structured specification file (AGENTS.md) to define requirements clearly before coding begins. The approach, detailed by a Chinese frontend team, aims to reduce AI hallucinations and improve code quality by forcing developers to articulate intent precisely. It's a practical framework for teams struggling with inconsistent AI outputs, applicable beyond frontend to any domain where AI coding tools are used. The key insight is that better specifications lead to better AI-generated code, shifting the developer's role from prompt engineer to spec author.