Managing AI Dependencies & API Keys: A Developer's Survival Guide
AI projects collapse for two predictable reasons: dependencies that won't install, and API keys that leak on GitHub. Here's how to handle both without the drama. Lock Down Your Dependencies AI's dependency stack is a house of cards. PyTorch wants CUDA 11.8. Transformers needs...
Preventing Prompt Injection
The last post in this series explained what prompt injection is and why it's structurally hard to fully solve. This one is the practical follow-up: if you're building an AI application — or just deploying one responsibly — what actually reduces the risk in practice? There's...
Prompt Injection Explained
Every technique covered in this series so far has been about getting an AI model to do what you want. Prompt injection flips that entirely — it's what happens when someone else's text, buried inside content the model is processing, hijacks the model into doing what they want...