You watched
me learn ML.
This is the app.
I'm learning machine learning every day until RIVET hits 1,000 downloads. RIVET is a free Windows app that shows what your PC is doing, cleans it up, and has an AI assistant that runs entirely on your machine.
Be the gradient descent.
This is how a model learns: roll downhill on the loss curve, one step at a time. Drag the ball, set a learning rate, and train. Too small and it crawls. Too big and it flies off. Find the deepest valley.
new weight = old weight − step size × slope
Every day, what went in.
Tap a topic to see what it means. Scroll sideways for older days.
Where the learning ends up.
AI that never leaves your PC
Ask RIVET what a process is or why your PC is slow. The model runs locally. Nothing is uploaded, ever.

A checkup in 30 seconds
First launch runs a checkup and fixes what it finds: junk files, slow startup apps, wasted space. Measured before and after.

Everything your PC is doing
Live CPU, memory, GPU, disk and network, with every process explained in plain English.

Join the first 1,000.
One email a month from me: what shipped in RIVET, what I learned in EPOCH, and one Windows tip worth knowing. Subscribers get two extras.
▸EPOCH Founders wall. Your name inside RIVET, permanently, as one of the people who got it to 1,000.▸Early access. First go at the next Ask RIVET feature, built from what I'm learning in the series.
