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SignalTrace

Turn sensor data into an investigation you can verify

Data Visualization
OpenAI Day
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Hunted byKarl LeeKarl Lee

Investigate changes across sensor channels. Import a CSV locally, locate abrupt shifts, compare timing and missing samples, then export a readable report with source-row evidence. Built with GPT-6 Astra. Try synthetic examples without signing up.

Top comment

I built SignalTrace with GPT-6 Astra around a problem from monitoring work: spotting a strange curve is easy; showing exactly what supports your interpretation takes more effort. Start with a synthetic case or import your own non-sensitive CSV. Compare channels on one timeline, locate abrupt changes, inspect missing samples, and take away both a readable investigation and the supporting records. The CSV stays in your browser. Analysis uses visible, adjustable rules. Astra helped build the application; this version does not claim live AI diagnosis or field-validated safety decisions. Try a single-channel change, then a shared event. Or change the example CSV and see whether the investigation changes. What evidence would you want before acting on a signal anomaly?

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About SignalTrace on Product Hunt

Turn sensor data into an investigation you can verify

SignalTrace was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #100 on the daily leaderboard. Investigate changes across sensor channels. Import a CSV locally, locate abrupt shifts, compare timing and missing samples, then export a readable report with source-row evidence. Built with GPT-6 Astra. Try synthetic examples without signing up.

SignalTrace was featured in Data Visualization (3.6k followers) and OpenAI Day (39 followers) on Product Hunt. Together, these topics include over 2.8k products, making this a competitive space to launch in.

Who hunted SignalTrace?

SignalTrace was hunted by Karl Lee. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

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