4 pages

Software-Engineering

I Spent Years on Adaptive Filters. I Was Already Training Neural Networks.

I spent years implementing LMS-based equalizers and echo cancellers in telecommunications. Only later did I fully appreciate what I had been doing mathematically: the same family of update rules that …

Multi-Agent Systems Scale Vertically. They Need to Scale Horizontally.

This post continues the ideas explored in Part I: Super Agents and Multi-Agent Communication and Part II: Swarm Intelligence. Those posts covered how agents coordinate within a workflow. This one asks …

Swarm Intelligence: The Opposite Architectural Bet

This is Part II of a two-part series on multi-agent AI architecture. Part I covered the super agent pattern: centralized orchestration, structured communication, and a single source of truth. This …

Super Agents and Multi-Agent Communication: Architecture That Actually Scales

This is Part I of a two-part series on multi-agent AI architecture. This post covers centralized orchestration. Part II explores the opposite approach: swarm intelligence. I’ve been reading a …