Drive

Interactive evals and field studies — evidence, not marketing.

July 26, 2026 Measurement

Conversation Roots, KV Reuse, and Local Agent Throughput

How to win local KV reuse: exact prefix rules, slot sizing, and measured results across Ollama and llama.cpp on a 64 GB M4 Max—same mechanism, one study.
July 15, 2026 Measurement

AI Engineer World's Fair 2026 — The Complete Talk Roundup

Every talk from the fair, read and distilled — 92 write-ups from ~319K words of transcripts, nine topic tracks, and the cross-cutting surprises.