# Why Technical Specifications Matter More When AI Writes Code in Minutes Public LLM brief for a blog post. Canonical page: https://moonion.com/blog/why-technical-specifications-matter-more-when-ai-writes-code-in-minutes/ Full LLM brief: https://moonion.com/blog/why-technical-specifications-matter-more-when-ai-writes-code-in-minutes/llms-full.txt Description: Why a technical specification matters more when AI writes code in minutes: what it contains, where AI helps, and which decisions stay with people. Published: 2026-11-05 Updated: 2026-11-05 Series: Writing Specs with AI, part 1 (https://moonion.com/blog/series/writing-specs-with-ai/) ## Author - Mr. Oleksandr Nashyvan — CEO (https://nashivan.pp.ua/)