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tag · 6 essays

#ai-economics

All essays tagged ai-economics.

#ai-economics

Everyone Knows You Never Rewrite

For twenty-six years, the full rewrite was the cardinal sin of software engineering. Then one engineer ported half a million lines of Bun from Zig to Rust in eleven days. The taboo was never about code. It was a price tag, and for systems whose intent lives in an executable oracle, the price just collapsed.

18 min read · 3.6k words
#ai-economics

Paying for Intelligence Twice

Satya Nadella named a real problem: AI workflows generate valuable learning exhaust from proprietary context and corrections. He is right about the asset. My practitioner's edit is simple: own the learning loop, not necessarily the model.

9 min read · 1.7k words
#ai-economics

The Instrument and the Ledger

In June I itemized the AI subsidy by hand. This month I built the instrument that does it for me. It took an afternoon, and it was built by the very thing it measures.

8 min read · 1.6k words
#ai-economics

The Subsidy, Itemized

Twenty-six days of Claude Code showed $2,556 of API-priced work against a $200 subscription. The lesson was not the total. It was cache behavior, model routing, and a government kill switch that landed in my usage chart. Value lives in verified outcomes, not tokens, and the work has to survive the stop.

10 min read · 2.0k words
#engineering-leadership

The AI Operating Ledger

Enterprise AI is entering its accounting phase. The winners will measure verified outcomes, not just tokens, subscriptions, or generated output.

11 min read · 2.2k words