Tag: Context Management

All the articles with the tag "Context Management".

• Proactively Augmented Generation (PAG): When the Harness Steers Retrieval

  PAG is a flow-scoped context pattern where a harness—request routing, analyzers, and a packet builder—decides what an LLM sees. Unlike auto-context that heuristically grabs nearby files, PAG uses a curated spec-first library with deterministic rules and auditable receipts to reduce AI hallucination and prevent Process Confabulation.