Failure isolation
Separating transport, protocol and recovery failures
Build an evidence trail across queues, bytes, parsed messages and recovery actions.
Read note →Engineering Notes
Better questions before bigger fixes.
Short explanations of diagnostic methods for embedded systems. These are general engineering notes, not claims about a specific deployed product.
System design
Designing observable recovery paths
Make a reset or retry explainable by recording what failed and whether recovery worked.
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