Engineering

Retrieval-augmented generation is three steps and a lot of tuning. The architecture is simple; the quality lives almost...

Teams spend weeks on rerankers and leave chunking at the default. It is usually the other way round that pays — how you...

If every request begins with the same two thousand tokens of instructions, you are paying full price to resend them. Ord...

Streaming makes a slow response feel fast. It also means rendering text that is syntactically incomplete, and handling a...

Every AI feature meets a 429 eventually. Whether that is a blip or an outage depends on retry logic written before you n...