Compute
3 articles on Compute from Ayoob AI, the full code AI automation agency based in Newcastle upon Tyne.
Engineering Resilient Compute Pipelines: Handling WebGPU Device Loss
Browser GPUs crash, drivers update, and hardware context vanishes without warning. Our engine detects device loss via the GPUDevice.lost promise, invalidates all cached state, and transparently re-dispatches to CPU within the same operation.
14 min read·2026-04-07
Handling SIMD Branch Divergence in Browser-Based Compute Shaders
GPU wavefronts serialize when threads diverge. We built a categorical inhibition system that detects divergence-prone workloads at dispatch time and unconditionally routes them to the CPU tier.
11 min read·2026-04-04
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.
9 min read·2026-04-04
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