Loop

Most learning apps treat every session like the first. Loop doesn't.

Loop is an adaptive study buddy that turns your job-search skill gaps into a personalized learning path — and remembers exactly where you stumbled, so it brings those concepts back until you've actually mastered them.

You pick what you're learning (or let Loop infer it from your target roles and resume). It builds a skill tree, teaches a subtopic, runs a short quiz, diagnoses what specifically confused you, and updates its memory. Open the app two days later and it knows: "You got tangled on ConfigMaps vs Secrets last time — let's clear that up before moving on."

Every confusion point, every quiz response, every mastery transition is stored as a document in HydraDB. The agent autonomously queries that memory at the start of each session to decide what to teach, generates content that references concepts you've already mastered, and rewards you with Recovery XP for closing prior gaps.

It's not a course platform. It's an agent that runs your learning, and it gets sharper the more you use it.