Article URL: https://acai.sh/blog/specsmaxxing
Comments URL: https://news.ycombinator.com/item?id=47994012
Points: 187
# Comments: 208
Specsmaxxing – On overcoming AI psychosis, and why I write specs in YAML
Hacker News / 5/3/2026
💬 OpinionSignals & Early TrendsIdeas & Deep AnalysisTools & Practical Usage
Key Points
- The article argues that writing clear specifications (specs) can help teams reduce confusion and prevent “AI psychosis,” a term used to describe harmful or erratic outcomes from over-trusting or misusing AI systems.
- It explains a workflow for drafting specs in YAML, emphasizing readability, structure, and repeatability for both humans and automated tooling.
- The author discusses why a machine-friendly format like YAML can improve collaboration, review, and downstream implementation accuracy.
- It frames “specsmaxxing” as a practical mindset shift: investing more effort in precise requirements to get more reliable results from AI-assisted development.
Related Articles
Black Hat USA
AI Business
I used AI to moderate AI content — here's what I learned building AIHallucination
Dev.to
Stop Googling Prompts — Here's the Freelancer AI Toolkit That Actually Works
Dev.to
AI Powered Scheduling for Field Operations by Pablo M. Rivera
Dev.to
AI Deleted My Tests and Said 'All Tests Pass' — A Horror Story from Porting 'typia' from TypeScript to Go
Dev.to
