![[simple steps to refine AI-generated code]: Progression from AI-drafted content to production-ready application, showcasing iterative refinement.](https://securecodingpractices.com/wp-content/uploads/2025/12/simple-steps-to-refine-AI-generated-code1-768x512.jpg)
AI-generated code is a draft, not a decision. We’ve seen this over and over in our secure development bootcamp sessions: the model gives you something that runs, but it doesn’t automatically make it safe, readable, or ready for production. Developers…
![[how to transition from traditional to vibe coding] Two programmers collaborating on code, highlighting the shift from traditional to modern coding practices.](https://securecodingpractices.com/wp-content/uploads/2025/12/how-to-transition-from-traditional-to-vibe-coding1-768x512.jpg)
Vibe coding is the shift from writing every line by hand to describing what we want and letting AI handle the heavy lifting. We’ve watched learners in our secure dev bootcamps go from spending weeks on early-stage features to prototyping…
![Beginner's guide to [choosing an AI model for your first project]: Problem, data, and model choice process.](https://securecodingpractices.com/wp-content/uploads/2025/12/choosing-an-AI-model-for-your-first-project1-768x512.png)
Choosing your first AI model should feel practical, not stressful. We’ve seen again and again in our secure development bootcamps that the best “first model” is the one you actually understand and can control. Instead of chasing the most advanced…
Vibe coding is a way of writing software by describing what you want in plain language, then guiding the AI as it generates working code, and can follow secure patterns when prompted. We’ve watched many beginners can build simple running…
![[how to generate your first app using AI] Conceptual illustration showcasing the process from idea to functional demo application.](https://securecodingpractices.com/wp-content/uploads/2025/12/how-to-generate-your-first-app-using-AI1-768x512.jpg)
You can build your first real app without learning to code, and it can be live much sooner than you’d expect. Maybe it’s a way to triage security issues, a lightweight intake form for your internal team, or a small…
Effective vibe coding is learned by pairing clear thinking with the right tools, not by memorizing syntax or endless APIs. If you’re wondering where to learn effective vibe coding techniques, secure development bootcamps often lead because they teach you to…
A natural language prompt is simply a clear question or instruction written in everyday English. We use prompts constantly in our secure-development bootcamp, and many of us learned firsthand that clarity, not fancy terms, shapes the quality of an answer.…
![[how to set up a vibe coding environment] Laptop screen showing AI assistant interface with instructions for adding a blue button.](https://securecodingpractices.com/wp-content/uploads/2025/12/how-to-set-up-a-vibe-coding-environment1-768x512.png)
Set up VS Code with an AI pair coder like GitHub Copilot. This lets you state your need in plain English and see the first draft of code show up. Then we use the editor as a chat-like tool. We…
You can actually build something real with code, even if typing every line feels like too much, and vibe coding is how we bridge that gap. Instead of staring at a blank editor, we describe what we want in plain…
You can build an app without memorizing every line of code, by working with AI as a coding partner instead of trying to do everything alone. In many cases, learners in our secure development bootcamp have been able to go…
