D3 Daily — Wednesday, July 29, 2026

Information architecture is the unsexy foundation AI is starving for, and the orchestration tax is coming due. Here is what matters from today's feed.

Today’s Highlights

Information architecture is the foundation AI is starving for

Sidebar.io
Inspiration

Every AI problem you chase — hallucinations, wrong answers, poor retrieval — traces back to the IA projects you never funded. A sharp reminder that structure is not a nice-to-have. It is the substrate.

Evaluating agents beyond the first prompt

Sidebar.io

Single-turn scores overstate reliability. Regressions, not missing features, are the real bottleneck. This is the kind of thinking that separates demos from production.

A practical guide to reducing token spend

Sidebar.io

Building a Swamp Workflow reduced real world token usage of an AI Agent by 8x and improved execution time by 2x. Practical, not theoretical. Worth your time if you are shipping agentic features.

How to design URLs

Sidebar.io

Readable, stable URLs are a craft. This guide walks through when to use route paths, query parameters, and fragments. Small decisions, big impact on user trust and system resilience.

Microsoft Wants to Turn Cybersecurity Into a Continuous AI Defense Loop

The Neuron AI

Microsoft’s MAI-Cyber-1-Flash and Project Perception show how specialized AI, agent orchestration, and human controls could reshape security. A signal worth watching for anyone building in regulated spaces.

Quick Hits