THE DEV BENCH

Learning Science

How to learn - the evidence, not the folklore. And the part no other subject can claim: this path is taught through the very features that embody each principle. When you study the spacing deck, you are spacing. When you learn interleaving, you turn on Interleave mode and feel it.

This path practices what it teaches. Each technique below links to the live tool - or mode - that puts it to work. Read the idea once, then go do it. The method is the product.

The techniques - and where you do each one

Retrieval practice

Pulling an answer from memory strengthens it far more than rereading. The single highest-leverage thing you can do.

Do it here: Study any deck in Recall-first mode - write the answer cold before you reveal it.

Open the decks

Spacing

Reviews spread over time beat cramming for anything you want to keep. The interval is the whole game, and an algorithm schedules it better than you can by feel.

Do it here: Use the Due-for-review session - it gathers every card that has come due across all your decks into one sitting.

Review what's due

Interleaving

Mixing related topics in one session - instead of blocking one at a time - trains you to tell them apart and pick the right one. It feels harder and it sticks better.

Do it here: Turn on Interleave mode on a deck - it round-robins across topics instead of drilling one in a block.

Open the decks

Elaboration & generation

Explaining an idea in your own words - and generating the answer before you see it - builds far more durable understanding than rereading someone else's words.

Do it here: In Recall-first mode, write your own answer, then hit Compare my answer for AI feedback. Generation first, feedback second.

Open the decks

Desirable difficulties

Bjork's principle: the conditions that make studying feel harder and slower often make the learning stronger. Easy and fluent usually means you aren't learning much.

Do it here: Lean into the effortful modes - Recall-first and Interleave - even though the easy pass feels more productive.

Open the decks

Metacognition

Knowing what you actually know. Familiarity is not mastery, and confidence is a poor guide unless it's calibrated against real performance.

Do it here: Turn on Calibrate mode: rate how sure you are before each answer, then watch the Calibration dashboard score your confidence against your real accuracy.

Open the calibration tool

What doesn't work

The popular habits research rates low-utility - rereading, highlighting, cramming, chasing 'learning styles'. They feel effective because they build fluency, not recall.

Do it here: The lesson here is subtraction: stop doing these, and redirect the time into retrieval and spacing.

Open the decks

Deep work & attention

The container for all of it: sustained, distraction-free concentration. Attention residue and task-switching quietly wreck the techniques above.

Do it here: Run a focused block on the Deep Work timer, then study. The techniques only pay off when you're actually paying attention.

Open the Deep Work timer

Deliberate practice

Expertise comes from focused reps at the edge of your ability with immediate feedback - not from mere experience, which plateaus.

Do it here: The hands-on labs and coding drills ARE deliberate practice: do the thing from scratch and find out immediately whether it worked.

Open the labs

The workspace

Nine decks

One per technique, 136 cards - the recall layer. Study them in the mode each one teaches.

Browse the decks

Practice exam

32-question pool across all eight topics; 20 drawn per attempt, 70% to pass, with a per-topic weak-area breakdown.

Take the exam

Due-for-review session

Your spaced-repetition queue: every card that has come due, across every deck, in one sitting.

Review what's due

Calibration dashboard

Predict-then-check: rate your confidence in Calibrate mode, then see a reliability diagram and a plain 'how overconfident are you' headline.

Open the dashboard

Start with the why

The How to Learn page is the plain-language tour of these techniques and how they show up across the whole site - plus an honest, vetted reading list (Make It Stick, Deep Work, A Mind for Numbers) and the straight answer on screens vs. print. Read that first, then come back here to practice.

Read How to Learn