TOPIC

LLMs

One concept. Several ways in.

Foundations · 3 min

Tokens, attention, training, and the strangely convincing art of generating the next piece of language.

Build & Practice · 3 min

Retrieval can supply evidence. The rest of the system still has to read it correctly.

Build & Practice · 3 min

Tool use, memory, permissions, and the unglamorous mechanics of dependable autonomy.

Build & Practice · 3 min

A small, well-designed test set can save you from a very large, very eloquent mistake.

Build & Practice · 3 min

Give the system a job, evidence, boundaries, and a definition of done. Adjectives can wait.

Build & Practice · 3 min

Efficient systems start by matching capability to the task—and counting the whole cost.