Vibe coding workflows, app architecture, bug fixing, and mobile dev prompts
Drive a time-window aggregator in PHP through a strict TDD loop with Windsurf: write failing test, make it pass, refactor.
Drive a time-window aggregator in Python through a strict TDD loop with Codeium: write failing test, make it pass, refactor.
Drive a JSON schema validator in C++ through a strict TDD loop with Cody (Sourcegraph): write failing test, make it pass, refactor.
Drive a JSON schema validator in PHP through a strict TDD loop with GitHub Copilot: write failing test, make it pass, refactor.
Drive a permission checker in Python through a strict TDD loop with Augment: write failing test, make it pass, refactor.
Drive a permission checker in C++ through a strict TDD loop with Cody (Sourcegraph): write failing test, make it pass, refactor.
Drive a rate limiter in PHP through a strict TDD loop with GitHub Copilot: write failing test, make it pass, refactor.
Drive a rate limiter in Python through a strict TDD loop with Claude Code: write failing test, make it pass, refactor.
Drive a CSV parser with header inference in C++ through a strict TDD loop with JetBrains AI Assistant: write failing test, make it pass, refactor.
Drive a URL shortener in PHP through a strict TDD loop with Aider: write failing test, make it pass, refactor.
Drive a URL shortener in Python through a strict TDD loop with Claude Code: write failing test, make it pass, refactor.
Drive a retry-with-backoff utility in C++ through a strict TDD loop with Tabnine: write failing test, make it pass, refactor.
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Optimized prompts for ChatGPT, Claude, Gemini, Grok, Midjourney, and more
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