Many developers struggle with poor output from AI tools like ChatGPT and Claude. The real issue isn't the models themselves — it's the low-quality prompts they receive.

Weak prompts lack context, constraints, and clear expectations. That ambiguity forces AI to guess, leading to vague or incorrect responses. Developer frustration grows as they re-prompt or tweak inputs endlessly.

A new VS Code extension called PromptLint aims to solve this. It restructures rough prompts into detailed, role-based instructions. Users select text, right-click, and let PromptLint add structure and clarity without disrupting workflow.

The tool works with major AI APIs and improves results without switching platforms. For developers relying on AI daily, better input means more reliable code generation, reduced iteration time, and stronger productivity gains.