Agent Builder Foundations
Mechanisms, math intuition, evidence, and application
Agent Builder Foundations
Mechanisms behind reliable agents
Durable explanations for builders who want to understand why a prompt, retrieval setup, tool call, memory system, or eval behaves the way it does. Each page separates paper-backed mechanisms, benchmark results, field reports, and LLM Digest synthesis.
1 concept·1 cluster·evidence-tiered
Prompting and instruction following
What makes a prompt reliable?
Reliable prompts reduce ambiguity, constrain outputs, and make failures measurable.