Tag

architecture

All posts tagged with "architecture".

May 13, 2026

AI Agents Are Distributed State Machines — What That Means for How You Build Them

Nicole Königstein (CEO, Quantmate) reframes multi-agent systems as distributed state machines with topologies, changing how builders think about agent communication and failure modes.

Insight

May 4, 2026

Why More AI Agents Won't Fix Your System

Nicole Königstein (CEO, Quantmate) explains why adding agents to a multi-agent system creates the same coordination overhead as adding engineers to a late software project.

Insight

agents architecture production scaling

Apr 24, 2026

How to Scale Web Agents Without Drowning in Context

Why a single agent with 100 tools doesn't work — and how hierarchical architecture fixes it.

Insight

agents architecture scaling context windows

Apr 4, 2026

B2B vs Consumer Voice Agents: Why They're Not Built the Same Way

Tom Shapland (PM, LiveKit) breaks down why enterprise voice agents need complex orchestration while consumer apps can ship simpler.

Insight

voice agents architecture B2B product strategy

Apr 4, 2026

Why Your AI Agent Should Write Code, Not Run in a Loop

Alex Reichenbach (CEO, Structify) explains why multi-agent loops compound errors exponentially — and why deterministic code-generation is the only architecture that scales.

Insight

AI agents architecture multi-agent systems reliability

Apr 1, 2026

Property Graphs vs. RDF — Which Actually Matters for AI

Daniel Davis explains the architectural difference between Neo4j-style property graphs and RDF models — and why the choice determines whether your AI can reason about trustworthiness.

Insight

databases infrastructure graph databases architecture

Mar 22, 2026

Pipeline vs Speech-to-Speech: Why Production Voice Agents Still Choose the Hard Way

Tom Shapland (PM, LiveKit) explains why the simpler speech-to-speech approach fails for production voice agents, and why the pipeline architecture wins where it matters.

Insight

voice agents architecture infrastructure production