architecture – Adam Analytics

Data

Data Mesh Is an Org Design Problem in a Tech Costume

Of 14 data mesh implementations studied, 11 failed by treating it as a technology pattern. The technology was never the bottleneck; the organization was.

Apr 08, 2026

AI Systems

Human-in-the-Loop as Architecture Pattern

Human-in-the-loop as deliberate architecture reduced critical errors 89% while maintaining 74% throughput. Four production patterns for integrating human judgment.

Mar 29, 2026

AI Systems

Context Engineering Is the New Systems Design

Context engineering treats what information reaches an LLM as an architecture problem. It reduced hallucination rates 41% across 3 enterprise deployments.

Mar 15, 2026

Data

Building Event-Driven Data Pipelines

A practical guide to designing event-driven architectures that actually work in production.

Dec 16, 2025

Philosophy

The Case for Boring Technology

Innovation is expensive. Sometimes the most advanced architectural choice is the most boring one.

Nov 28, 2025

Architecture

On Architecture as a Design Discipline

Why treating system design as a creative practice — from KalmSkills to the Program Viability Engine — produces better infrastructure and clearer thinking.