Blog — Echology
Description: Technical writing on simulation-aware intelligence, document decomposition, and building tools for engineers.

# From the
build log.

Technical writing on simulation-aware intelligence, document decomposition, and why most AI tools treat text wrong.

February 15, 2026
When Regex Beats an LLM
You don't need a 70B model to know "shall" means mandatory. Decompose classifies the MCP spec in 3.78ms with zero API calls. Here's the full output.
February 15, 2026
Why Your Agent Needs a Cognitive Primitive
LLMs are good at reasoning. They're bad at reading. Decompose gives them structure before they start thinking — and that changes everything.
February 15, 2026
What "Simulation-Aware" Actually Means
It's not a buzzword. It's a design pattern. Causal consistency, Merkle trees, attention budgets, and reality anchors — explained with real code.