Web Workers
4 articles on Web Workers from Ayoob AI, the full code AI automation agency based in Newcastle upon Tyne.
The Ayoob AI Architecture: Merging CPU, Workers, and WebGPU
A complete architectural overview of our heterogeneous dispatch engine. Every operation flows through workload characterization, precision analysis, and dispatch scoring before routing to the optimal tier: CPU main thread, SharedArrayBuffer Web Workers, or WebGPU compute. Cascading fallback guarantees execution continuity.
Preventing Missed Matches in Parallel Web Worker Text Search
Parallel text search silently misses matches at the boundary between chunks. We fixed it, used in every Newcastle document-processing engagement we ship.
Zero-Copy Parallel Processing with SharedArrayBuffer in JavaScript
Zero-copy parallel AI compute in a browser, using every CPU core. How Newcastle SMBs get server-grade performance on standard laptops.
Why WebGPU is Replacing Web Workers for Enterprise Data Processing
When to replace Web Workers with WebGPU for enterprise data processing. The calibration tells you which. Built by a Newcastle AI team.
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