You fixed a tricky CORS bug last Tuesday. You skimmed an article about event sourcing on your lunch break. Someone in a code review explained why they chose that particular caching strategy. You read three Stack Overflow answers about connection pooling to solve a production issue.
By Friday, most of that is gone. Not because you're forgetful — because there was no mechanism to hold onto it. The knowledge was right there, in the gaps between your tasks, and it slipped through.
"Learning happens in the gaps between tasks. But the gaps aren't designed for learning."
Most learning tools start from the wrong place. They ask: "What do you want to learn?" and then serve you generic content from a global library. But the most valuable learning is already happening — it's embedded in your daily work. The problem isn't finding content. It's capturing the things you've already encountered and making sure they stick.
What Reprise does
Three sentences. That's all it takes.
It watches your natural work activity.
Git commits, browser history, email threads — the things you already interact with. No extra effort. No logging. Just your normal day.
It generates a personalized learning digest each morning.
Not a course. Not a tutorial. A short, tailored explanation of the why behind the things you were already doing — calibrated to your depth and written in the style that works for you.
It learns how you learn.
You react to each section — "got it", "tell me more", "too basic". You highlight what clicks. Over time, Reprise builds a living model of your knowledge depth and learning style. Every digest gets better.
The feedback loop is the product
Commits pushed, articles read, emails exchanged. Nothing changes about your day.
Overnight, your activity feeds into a personalized digest — grounded in what you did, pitched at your level.
Five minutes with your morning coffee. Highlight what resonates. Tell it when something's too basic or too advanced.
Every reaction updates your learning profile — domain depth, preferred styles, pace. Tomorrow's digest is better because of today's feedback.
Who it's for
Anyone whose work involves learning. Especially:
Developers levelling up
Touching unfamiliar parts of the stack every week. The concepts are in the code reviews and docs you already read — Reprise connects them.
Career switchers
Building depth in a new domain while drowning in new terminology. Reprise tracks what you've encountered and fills in the gaps at your pace.
Managers & leads
Want to stay technically current but don't have time for courses. Reprise extracts learning from the work you're already reviewing.
Curious generalists
You browse widely, skim deeply, and read across domains. Reprise catches the threads before they unravel.
What makes it different
It's personal, not generic.
Your profile isn't a one-time quiz. It's a living model that adapts with every interaction — tracking depth across domains, learning which formats work for you, and adjusting in real time. No two users get the same digest.
It's effortless.
No courses to enroll in. No content to curate. No bookmarks to organize. You do your work. Reprise does the rest. Five minutes over coffee — that's the ask.
It's private.
Everything runs on your machine. Your browser history, your commits, your emails — none of it leaves your computer except as a structured prompt to your chosen AI provider. And with Ollama, even that stays local.
It's grounded in science.
Five colour themes auto-switch throughout the day, each backed by peer-reviewed cognitive research. Warm tones for morning comprehension. Blue-dominant for afternoon focus. Warm dark mode at night to protect sleep. The interface adapts to your biology, not just your preferences.
Nobody else does this.
Learning platforms serve you content from a library. Reprise generates content from your life. That's the blue ocean: learning digests from work activity, environmental signals, and adaptive profiling. Confirmed via competitive analysis — zero direct competitors.
Two rhythms
Daily Digest
A short morning read that connects yesterday's dots. The concept behind the API you used. The pattern behind the bug you fixed. The deeper thread in the articles you skimmed.
Weekly Workshop
A weekend deep-dive that identifies your strongest thread of curiosity from the whole week and builds a hands-on tutorial around it. Not a summary — a skill upgrade.
The Bet
Learning is better when it's personalized, integrated with your real work, and requires zero extra effort.
Most tools optimize for content delivery. Reprise optimizes for you actually understanding things. The best time to learn something is right after you've encountered it. Reprise makes that happen automatically.