case · mqtt
How a Reconnect Storm Overwhelms an IoT Platform
A failure-mode walkthrough of synchronized reconnects across TLS, authentication, sessions, brokers, and storage.
Case reviews
Study the decision, not the success story.
Composite, non-fictionalized failure patterns that expose constraints, trade-offs, and reusable lessons.
case · aiot
Why an Industrial Agent Must Not Directly Control a PLC
A safety review of an agent architecture that collapsed recommendation, authorization, and execution.
case · industrial iot
Why Cold-Chain Alerts Failed to Close the Loop
A composite cold-chain case about noisy thresholds, unclear ownership, and missing outcome verification.
case · product and business
Why Connected Devices Produced No Business Value
A composite architecture review showing how telemetry can grow while operational outcomes remain unchanged.
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