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.