tyler

@tylerarrows

When mistakes are unacceptable decisions must be deterministic.

Palo Alto, USAJoined February 2026

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SignalCend: Device state chaos → 47ms truth. IoT fleets + webhook dedupe. $29/mo → SignalCend.com

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tyler's blogs

Device State Chaos? 47ms curl fixes it.tylerarrows.hashnode.dev3 posts

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tylerarrows.hashnode.dev

The Hidden Failure Mode in Every Connected Device Platform

There is a class of bug in IoT systems that does not appear in your error logs, does not trigger your alerting, and cannot be reproduced reliably in staging. It produces incorrect state silently, cons

17h ago8 min read

tylerarrows.hashnode.dev

What Is Device State Arbitration? (And Why Your IoT Stack Needs It)

What Is Device State Arbitration? (And Why Your IoT Stack Needs It) If you search for "device state arbitration" right now, you will find almost nothing. That is not because the problem doesn't exist.

1d ago4 min read

tylerarrows.hashnode.dev

I Got Tired of Debugging Ghost Offline Events at 2am. So I Built the Fix.

If you've shipped anything with real devices in the real world, you've met the ghost. Your device is online. Your dashboard says offline. Your automation already fired. Your customer already got an al

6d ago4 min read

tyler

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Available for

tyler's blogs

Recently published

The Hidden Failure Mode in Every Connected Device Platform

What Is Device State Arbitration? (And Why Your IoT Stack Needs It)

I Got Tired of Debugging Ghost Offline Events at 2am. So I Built the Fix.

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tyler

About

Available for

tyler's blogs

Recently published

The Hidden Failure Mode in Every Connected Device Platform

What Is Device State Arbitration? (And Why Your IoT Stack Needs It)

I Got Tired of Debugging Ghost Offline Events at 2am. So I Built the Fix.