Automation1 min read
Evaluating LLM Outputs Without Guessing
a lightweight method for testing AI features with a small set of real examples and clear pass criteria.
Tag
#LLMs
Articles tagged “LLMs”.
AI3 min read
How Retrieval-Augmented Generation Actually Works
RAG lets a language model answer from your own documents instead of guessing. Here is the full pipeline, from chunking to citations, and where it usually breaks.
AI2 min read
A Practical Guide to AI Agents and Function Calling
An agent is a language model that can call your code. Learn the tool-calling loop, how to design safe tools, and when you do not need an agent at all.
AI2 min read
Prompting for Developers: Write Instructions, Not Wishes
Good prompts read like good specifications: clear role, context, constraints and output format. A repeatable structure you can use in real applications.