AI-Native Engineering: 100% adoption, 5x search throughput, unlimited tokens — Mikhail Parakhin

Reports that fewer coordinated agents with a critique loop from a different model beat many parallel agents, trading latency for code quality.

• token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.

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