Tag: LLM

All the articles with the tag "LLM".

• xchecker: Spec Pipeline for LLMs

  Keep your code monster under control with xchecker: a Frankenstein spec harness that stitches Rust safety to LLM creativity in an auditable flow.

• Proactively Augmented Generation (PAG): Stop Paying LLM Prices for Repo Search

  Background indexing is a solved problem. LSPs have done it for years. Then AI tooling regressed to synchronous grep. PAG applies well-understood techniques to the LLM context window as a first-class budgeted resource, using cheap traditional tools during the dead time your dev loop already has.