performance

A throughput research postmortem from Espresso: what we tested, what failed, what stayed slower than baseline, and where the real architectural blockers are.

We built ContextCore to manage conversation context on Apple Silicon without cloud or battery drain. Four-tier memory, Metal shaders, 63M chunks/sec, sub-5ms p99.