The Wrong Knob

Qwen3.8-27B landed for local use this week. The first question everyone asks about it is the least interesting one you can ask — and on a graphics card, your VRAM already answered it.

2026-08-16 · David H. Friedel Jr. · 15 min read

Where the Equation Flips

The local-versus-cloud line moved while this was being written — and total parameters stopped being the axis it moves along.

2026-08-14 · David H. Friedel Jr. · 17 min read

When Intelligence Stops Going Vertical, And Spreads Horizontally

Why the next frontier of AI is not a bigger model, but a shared grammar for agents to reason, disagree, and learn together.

2026-05-31 · David H. Friedel Jr. · 8 min read

The Automatic Transmission Moment

Everyone says the programmer is moving up the stack. Almost no one asks where the stack stops... or what the people resisting it are actually protecting.

2026-05-28 · David H. Friedel Jr. · 9 min read

Cognition Is Not Free

The trilogy ended at trust. This is what comes next... the layer that decides what thinking is worth, and who pays for it.

2026-04-27 · David H. Friedel Jr. · 12 min read

Legibility Is Not Enough

Being findable by machines was the easy part.

2026-04-25 · David H. Friedel Jr. · 9 min read

The AI Training Clause Every Commercial License Needs

What it has to do, what it can't do, and why every commercial license drafted in 2026 will need it.

2026-04-20 · David H. Friedel Jr. · 11 min read

The User Is Not the Customer Anymore

The interface layer is collapsing. The next buyer is a machine acting on someone's behalf, and most products are not legible to it.

2026-04-12 · David H. Friedel Jr. · 6 min read

I Built a Desktop App to Manage What Claude Code Leaves Behind

Claude Toolkit: artifact discovery, security scanning, permissions management, and settings repair for Claude Code power users.

2026-04-07 · David H. Friedel Jr. · 9 min read