software architecture

software engineering

Field Notes in Agentic Engineering: Not Every AI Problem Is a Tool Problem

Mar 22, 2026

•

10 min read

Field Notes in Agentic Engineering: Not Every AI Problem Is a Tool Problem

What conversations with professional software engineers reveal about people, process, and messy systems they begrudgingly work with.

Nnenna Ndukwe

software architecture

The Great Generative AI Architecture Gap: 8 Critical Patterns We Need to Define Now

Jun 30, 2025

•

8 min read

The Great Generative AI Architecture Gap: 8 Critical Patterns We Need to Define Now

How the AI industry's breakneck pace is creating massive architecture gaps—and why the next 12 months will determine who owns the infrastructure layer of AI.

Nnenna Ndukwe

software architecture

Apr 21, 2025

•

8 min read

AI vs. Automation: A Pragmatic Guide

From Python Scripts to LLMs: Understanding When to Use AI, Automation, or Both in Modern Tech Stacks

Nnenna Ndukwe

software architecture

Field Notes in Agentic Engineering: Not Every AI Problem Is a Tool Problem

The Great Generative AI Architecture Gap: 8 Critical Patterns We Need to Define Now

AI vs. Automation: A Pragmatic Guide

nnenna hacks

Home

about me

Strategic AI Consulting