Specs
8 articles about specs.
18M Tokens to Fix Vibecoding Debt - And How to Avoid It
Letting AI write code without specs creates a specific kind of technical debt that costs millions of tokens to unwind. Here is the system that prevents it.
Why Developers Using AI Are Working Longer Hours - Specs and Parallel Agents
AI does not reduce developer hours - it shifts the work to writing better specs and managing parallel agents. Output quality depends entirely on
The AI Renaissance for Retirees: Writing Specs Instead of Code
Retirees are building software by writing detailed CLAUDE.md specs that direct AI agents. You do not need to write code anymore - you need to write clear
Has AI Ruined Software Development? No - It Shifted the Work to Specs
Developers now spend 80% of their time writing specs and constraints to contain AI agents, not coding. AI didn't ruin development - it changed what the hard
Claude Code Agents Gave Me a Healthier Life - When the Hard Part Is Specs
Running 5 Claude Code agents in parallel means the hardest part of your day is writing good CLAUDE.md specs. The rest of the time? Exercise, cooking, and
Write Specs Before PRs to Avoid Redesign Debates in Code Review
How writing a short spec before non-trivial PRs prevents architecture debates during code review and saves hours of rework.
From Writing Code to Reviewing Code - The AI Shift
The job changed from writing code to mass-reviewing AI-generated code from parallel agents and writing CLAUDE.md specs. Here is what that transition looks
The Irony of Writing Documentation That AI Agents Actually Read
Developers now write more documentation than ever - but it is CLAUDE.md specs for AI agents. The irony: AI agents read every word, which is more than most