Knowledge Hub

S3 buckets open to the world are the #1 cause of data leaks. We cover the advanced security patterns to lock down your data.

ChatGPT wouldn't exist without it. We dive into Reinforcement Learning from Human Feedback (RLHF) and how it aligns models with human intent.

Why do your models work in the notebook but fail in production? Often, it's 'Training-Serving Skew'. A Feature Store is the fix.

Batch processing is practically dead. See how to architect real-time ingestion pipelines that power instant business decisions.

Should you retrain the model or give it a textbook? We break down when to use RAG vs. Fine-Tuning (or both) for enterprise AI.

Hand-crafting prompts like spells is so 2023. We explore DSPy and the shift towards programmatic prompt optimisation.