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Michael Lee

Building TierUp (tierup.ai) — an OpenAI-compatible API where you pick a performance tier, not a model. Interested in LLM routing, API economics, and honest build-in-public notes.

How to Read a 2026 AI Benchmark Chart Without Getting Fooled

How to Read a 2026 AI Benchmark Chart Without Getting Fooled

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4 min read

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Stop Optimizing for the Cheapest Token. Optimize Quality-per-Dollar.

Stop Optimizing for the Cheapest Token. Optimize Quality-per-Dollar.

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4 min read
Why AI Bills Explode While Token Prices Fall

Why AI Bills Explode While Token Prices Fall

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4 min read
The Tokenizer Tax: How Your Bill Goes Up Without a Price Change

The Tokenizer Tax: How Your Bill Goes Up Without a Price Change

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4 min read
The State of LLM API Pricing: July 2026

The State of LLM API Pricing: July 2026

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3 min read
Tiers, not models: designing an LLM router on Cloudflare Workers

Tiers, not models: designing an LLM router on Cloudflare Workers

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2 min read
The 1% Problem: Why Nobody Answers Cold Email Anymore (and What Actually Works in 2026)

The 1% Problem: Why Nobody Answers Cold Email Anymore (and What Actually Works in 2026)

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2 min read
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