Blog
Writing.
Understanding AI Under the Hood
A condensed guide to how LLMs work: neural networks, tokenization, training, and inference. For engineers who want the essentials.
AILLMsmachine learningtransformers
Agents vs. Workflows: When to Use Which
Agents adapt; workflows repeat. A practical guide to choosing the right pattern for your AI automation.
agentsworkflowsautomationAI systems
What is RAG and Why It Matters for Your Business
Retrieval-Augmented Generation lets you give an LLM access to your own data without fine-tuning. Here's what it is, how it works, and when to use it.
RAGLLMAI systemspractical AI