This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Pulse visualizes the internals of ML training — tensors, gradients — as live heatmaps, and uses an AI layer to pinpoint the cause of silent failures like NaN loss or exploding gradients. Runs entirely on CPU. Built solo, currently seeking beta testers of any ML experience level.
I built this because after I spent 6 months developing a 380 mil parameter llm from scratch, I realized that I had spent more time debugging than actually building.
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About Pulse on Product Hunt
“See inside your model before it breaks”
Pulse was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #81 on the daily leaderboard. Pulse visualizes the internals of ML training — tensors, gradients — as live heatmaps, and uses an AI layer to pinpoint the cause of silent failures like NaN loss or exploding gradients. Runs entirely on CPU. Built solo, currently seeking beta testers of any ML experience level.
Pulse was featured in Developer Tools (517.5k followers), Artificial Intelligence (475.9k followers) and Tech (629.9k followers) on Product Hunt. Together, these topics include over 359.8k products, making this a competitive space to launch in.
Who hunted Pulse?
Pulse was hunted by Yash Patel. 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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Yash Patel