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SENTINEL FORGE
Nutrition, biometrics, sleep - the data-driven training OS
Your training, nutrition, sleep and recovery data lives in five apps that never talk. SENTINEL FORGE is the operating system that connects them. Connect Oura, Fitbit, Eight Sleep, Suunto, Whoop, Withings, or any wearable via Apple Health or Health Connect. TALOS reads training load, fuel, recovery and stress together, then returns one daily readiness score. That score drives an adaptive plan, rewritten daily. Sleep badly and tomorrow's session changes to match, before you train instead of after.
The problem that started this: I had a sleep score in one app, a training plan in another, and macros in a third. Every one of them was confident. None of them knew about the other two. So the plan would tell me to hit a heavy squat day on four hours of sleep and have no idea anything was wrong.
The scoring model has been the hard part, and it's where most of the rewrites went. The one that keeps biting is missing data: if someone forgets to log a meal, is that a zero or an unknown? Score it as a zero and you punish people for the gaps in their own tracking, which teaches them to log garbage instead of nothing. Getting that distinction right mattered more than any of the modeling.
Happy to get into it in the comments - the scoring is the part I'd most like to be told I got wrong.
About SENTINEL FORGE on Product Hunt
“Nutrition, biometrics, sleep - the data-driven training OS”
SENTINEL FORGE was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #132 on the daily leaderboard. Your training, nutrition, sleep and recovery data lives in five apps that never talk. SENTINEL FORGE is the operating system that connects them. Connect Oura, Fitbit, Eight Sleep, Suunto, Whoop, Withings, or any wearable via Apple Health or Health Connect. TALOS reads training load, fuel, recovery and stress together, then returns one daily readiness score. That score drives an adaptive plan, rewritten daily. Sleep badly and tomorrow's session changes to match, before you train instead of after.
On the analytics side, SENTINEL FORGE competes within Android, Health & Fitness, Wearables and Artificial Intelligence — topics that collectively have 801.5k followers on Product Hunt. The dashboard above tracks how SENTINEL FORGE performed against the three products that launched closest to it on the same day.
Who hunted SENTINEL FORGE?
SENTINEL FORGE was hunted by ANQ Limited. 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.
For a complete overview of SENTINEL FORGE including community comment highlights and product details, visit the product overview.
ANQ Limited