My GTD setup looked great until it fell apart. I had the notebook, the inbox pile, the carefully labeled context lists. What I didn't have was follow-through. Capture happened, but the weekly review never did, and after a few weeks the whole system turned into a collection of stale to-do notes. That's why I started testing taskly, a planner that claims to organize tasks, goals, and to-do lists into a clear action plan. The question I wanted answered: can an app do the GTD maintenance work I kept dropping on paper?
This is a head-to-head of that paper setup against taskly, with a few other tools in the background. I ran both for a few weeks, and I kept the notebook around the entire time because I doubted an app would actually stick.
GTD on paper vs GTD in an app
Paper GTD is honest about its costs. Total control, zero reminders, and every context list exactly the way you want it. The problem is that the system only works if you keep feeding it. My lists would sit untouched, and the next-action concept lost all meaning because I had no routine pushing me to look at them.
taskly handles that maintenance in a way a notebook can't. It's not a strict GTD clone—it doesn't use David Allen's vocabulary or force his workflow onto you—but it maps cleanly onto capture, organize, and review. The default view is simply: what's due, what's important, what's on deck. That matches how I want GTD to work, even if the labels differ.
Three things I actually noticed while testing
The natural language input stood out first. Typing "send the revised estimate by Thursday" or "pick up the dry cleaning on Saturday" gave me correctly dated tasks with zero fiddling with calendar fields. Capture is supposed to be quick in GTD, and here it finally felt quick. I logged more tasks in one week than I had in a month on paper, mostly because the effort barrier was gone.
The weekly review also became short enough to actually do. This is the part of GTD I always skipped, because sorting through a paper notebook takes forever. taskly's weekly view pulls up what's overdue, what's coming, and what's been sitting unresolved. It doesn't perform the review for you, but it turns a forty-minute chore into a five-minute scan. I noticed it worked better for work tasks than personal ones—the AI tends to assume deadlines and projects, not "call grandma."
The AI suggestions make this more of an ai smart to do list app than a static planner, but they're not always right. At one point I entered "sort out the supplier problem," and the app generated breakdown steps about renegotiating contracts. That wasn't at all what the issue was. I had to rewrite the task. It's useful as a starting point, but I wouldn't let it auto-generate your whole project plan without reading every line.
Where GTD and taskly don't quite align
There are real tradeoffs. The tactile part of paper GTD has some memory effect that typing doesn't replicate—I noticed I forgot a couple of tasks I'd written on a Post-it versus entered in the app. I ended up running a hybrid: a few paper notes for thinking, taskly for the actual planning. That's a slightly messy workflow, but it covered the gap.
GTD purists will also miss context lists. taskly thinks in due dates and priority, not "@home" or "@computer." If you rely on contexts to batch your work, you'll spend your time fighting the app instead of trusting it. And while taskly is a genuinely free ai to do list app going into 2026, the deeper AI features feel designed to steer you toward a paid tier. Fine if you upgrade, but worth checking before you commit your whole system to it.
I'm still not fully sure how much of the AI is real reasoning versus pattern matching. As a free ai task management app, the basics work well, but after a few weeks I didn't see it adapting much to how I personally work. The suggestions improved slightly, but I'd call them educated guesses rather than a learned model of your habits.
How to choose between paper GTD and taskly
If you've got GTD working on paper and you're happy, leave it alone. Don't migrate to an app for the sake of it. But if you're like me—someone who understands GTD, wants the structure, and keeps failing at the review and upkeep—taskly is worth keeping around. It's the first tool that made me actually do a weekly review instead of planning to do one.
My recommendation is to use taskly as the capture and review engine, and let paper handle whatever thinking you want to do by hand. That division worked better than either system alone. The app isn't perfect, and the AI needs a human sanity check, but for the maintenance-heavy parts of GTD that usually kill the whole system, it's the better choice by a clear margin.
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