Published Writings
AI Didn't Remove the Hard Part of Coding. It Moved It.
For decades, the bottleneck in software was producing the answer. That bottleneck is gone, and mo...
METR 2025 RCT: AI Tools Slowed Experienced Open-Source Devs by 19% — Analysis
Saved from a study session on 2026-07-08. Source: arXiv 2507.09089v2 —"Measuring the Impact of ...
We Spent $18 Benchmarking Self-Hosted LLMs. The Cheapest APIs Still Won — Except When They Didn't.
The same GPU-hour, the same model, the same task: 122,733 requests one afternoon, 56,987 the next...
Rent the Machine or Buy the Tokens? We Spent $18 Finding Out.
Every company building with AI eventually faces the same procurement fork: pay a provider for eac...
Stop Comparing GPU Providers. Count Your Tokens.
Teams spend weeks comparing GPU clouds to host an open-source model. Most of them shouldn't be re...
The Code Writes Itself. The Judgment Doesn't.
What AI Native DevCon 2026 revealed about the real bottleneck in agentic development Five hundre...
The Models Got Smarter. We Didn't Change How We Talk to Them.
In 2020, GPT-3 could finish your sentence with something that sounded plausible. In 2026, OpenAI'...