Fault Tolerance
2 articles on Fault Tolerance from Ayoob AI, the full code AI automation agency based in Newcastle upon Tyne.
Building Fault-Tolerant AI Workflows: Handling WebGPU Device Loss
Browser GPUs crash, drivers reset, and hardware context vanishes without warning. Our cascading fallback architecture registers on the GPUDevice.lost promise, invalidates all cached state, re-dispatches to CPU workers within the same microtask, and re-probes hardware on the next invocation.
13 min read·2026-04-12
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
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