
How to Check AI Code for Best Practices Before Shipping
You check AI-generated code for best practices by treating it like a draft from a lightning-fast, slightly overconfident intern.…
Get practical advice, tutorials, and updates from security professionals. Our blog helps developers write safer code, understand real-world threats, and grow their secure coding skills.

You check AI-generated code for best practices by treating it like a draft from a lightning-fast, slightly overconfident intern.…

You didn’t fail, and the AI didn’t fail either, the prompt just wasn’t clear enough. When you ask for…

You can guide an AI to fix its own bugs by treating it like a junior engineer sitting at…

You fix AI coding errors by turning every failure into input for the next attempt, instead of treating each…

AI-generated code will break, leak, or fail in production if no human ever checks it first. Not because AI…

The “AI babysitting” problem is the hidden tax on productivity that occurs when human oversight becomes a full-time job.…

You debug AI code by treating it like a fast but untested collaborator, then verifying every assumption with a…

The code compiles. It might even run. But something’s off. A nagging feeling in your gut, the kind you…
![[how to prompt for specific coding languages] Visual guide to writing efficient code using language-specific parameters.](https://securecodingpractices.com/wp-content/uploads/2025/12/how-to-prompt-for-specific-coding-languages1-768x512.jpg)
You get better code from AI when you’re specific about the language, version, and how you actually write in…

Precise, unambiguous prompts are the closest thing we have to a safety rail for AI: when we spell out…