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The Wrong Knob

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

Where the Equation Flips

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

A World Without Technical Debt

2025-08-19 · David H. Friedel Jr. · 4 min read

Claude Code Has a Hygiene Problem Nobody's Talking About

The configuration sprawl nobody's managing is the technical debt of AI-assisted development.

2026-04-06 · David H. Friedel Jr. · 6 min read

Hybrid Search at 60 Million Documents

When Neither Keywords Nor Vectors Are Enough

2026-04-03 · David H. Friedel Jr. · 12 min read

Embedding 60 Million Documents

What Nobody Tells You About Vector Search at Scale

2026-04-01 · David H. Friedel Jr. · 12 min read

What Export Controls Actually Accelerated

The policy designed to constrain China's AI capability may be accelerating the form of efficiency that matters most.

2026-03-29 · David H. Friedel Jr. · 7 min read

We May Be Scaling the Wrong Layer of AI

The market sees one kind of efficiency coming. There are two and they don't arrive on the same timeline.

2026-03-25 · David H. Friedel Jr. · 5 min read

Move Up the Stack

The cost of writing software is collapsing.

2026-03-22 · David H. Friedel Jr. · 6 min read

Kill the Ego or You Will Misuse the Machine

The silent threshold most people still refuse to acknowledge

2026-03-03 · David H. Friedel Jr. · 7 min read

Cheap Compute Is the New Cheap Ride

Token prices are falling. The gravity behind the fall is not what you think.

2026-02-20 · David H. Friedel Jr. · 5 min read

The Bug Fix Is No Longer the Point

How AI turns forgotten backlogs into product leverage and long-tail growth

2026-02-04 · David H. Friedel Jr. · 4 min read
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