Blog

Practical guides on technical leadership, AI strategy, and building software. No fluff.

AI Fails Inside Engineering Teams for the Same Reason Most Rewrites Fail

Engineering

2026-05-24

AI Fails Inside Engineering Teams for the Same Reason Most Rewrites Fail

An analysis of why AI implementation fails in engineering teams and how to avoid common pitfalls by understanding organizational systems.

Stateless, Weightless, Mindless: Why Your Chatbot Is Not Conscious

AI

2026-05-04

Stateless, Weightless, Mindless: Why Your Chatbot Is Not Conscious

Your chatbot is not conscious. It's stateless autocomplete. Post-training is literally designed to exploit your inability to stop anthropomorphizing.

Why AI Doesn't Replace Real Engineering

Engineering

2026-04-27

Why AI Doesn't Replace Real Engineering

An analysis of the limitations of AI in engineering and why human engineers remain essential.

I Built an AI Agent That Writes All My Production Code

Engineering

2026-04-15

I Built an AI Agent That Writes All My Production Code

Stateless architecture, three-tier memory, gated verification, and vision models. The real engineering behind an autonomous coding agent.

AI Automation for Small Business: What Actually Works and What's a Waste of Money

Small Business

2026-04-13

AI Automation for Small Business: What Actually Works and What's a Waste of Money

What's actually working, what's overhyped, how to figure out what to automate, and what it costs. No vendor BS.

How Much Does a Fractional CTO Cost in 2026?

Pricing Guide

2026-04-11

How Much Does a Fractional CTO Cost in 2026?

The real range — $100 to $500/hr — and what drives the price. Plus the math on fractional vs. full-time.

What Does a Chief AI Officer (CAIO) Actually Do?

AI Leadership

2026-04-11

What Does a Chief AI Officer (CAIO) Actually Do?

The CAIO role explained — what it looks like day-to-day, how it differs from a CTO, and when you need one.

When Does Your Startup Actually Need a CTO?

Startup Guide

2026-04-11

When Does Your Startup Actually Need a CTO?

Pre-seed to Series B — what kind of technical leadership you need at each stage, and when fractional makes sense.