SignalCend – API that resolves conflicting IoT device state in 47ms

Show HN: An API that resolves conflicting IoT device state in 47ms

SignalCend – API that resolves conflicting IoT device state in 47ms is a company in show hn launch.

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I built this after watching the same bug surface in three different IoT projects: a device sends "offline" then "online" 200ms later, they arrive out of order, and your system marks a live device dead.The naive fix is a timestamp check. But timestamps lie — clock drift, late-arriving packets, firmware bugs. So I built a multi-signal arbitration engine that weighs event arrival time, signal strength, sequence continuity, and timestamp plausibility together before committing to a resolved state.You POST your raw device payload to /v1/sign, then /v1/resolve. You get back a single authoritative state, a confidence score (0.50–1.0), a recommended_action enum (ACT / CONFIRM / LOG_ONLY), and a full

Within the show hn launch space, the company focuses on its core offering rather than a broad product line.

Directory data places it at the Show HN launch stage.

Website: www.signalcend.com