Writing

Technical notes extracted from finished work. The emphasis is on boundaries, measurements, and decisions that survive beyond a specific library version.

• Why asynchronous model loading was three times slower — contention, polling, copies, and parameter resolution turned concurrency into overhead.
• How to report temporal-model throughput without ambiguous FPS — prediction cadence, consumed frames, and latency are different measurements.
• What a 10× pipeline speedup does and does not prove — end-to-end throughput improved; component attribution requires another experiment.

New notes are published when a system produces a result worth preserving. Planned subjects are not listed as finished writing.