How we made claude.ai 3x faster in two weeks
Summary
A two-week, measurement-driven optimization of claude.ai’s web and desktop experience reduced perceived latency by about 3x. Engineers used telemetry, guardrails, and a loop-based thread model to identify bottlenecks, run benchmarks, and ship numerous incremental improvements, resulting in major performance gains and safer releases.