The Lemnly Notebook

Field notes on memory, language, and building the tool we wanted.

Long-form essays, short observations, and the occasional engineering teardown. New issues every other Tuesday.

Comparison
Reading to learn a language on your iPhone: the honest options
Comparison · 10 min read

Reading to learn a language on your iPhone: the honest options

The method everyone agrees on is best served by tools built for a device most people do not read on. Here is what actually exists on iOS in 2026 — including which ones are a website in an app costume — and the five-minute test that tells you if one will last.

SW
Sebastian Walter
Founder, Lemnly
July 24, 2026
Methodology
You finished Duolingo and still can’t read a newspaper. Here’s why
Methodology · 9 min read

You finished Duolingo and still can’t read a newspaper. Here’s why

The owl takes you to roughly A2 and then runs out of road, and the gap it leaves is not made of grammar. It is made of volume. What that means in practice, and a first week that does something about it.

SW
Sebastian Walter
Founder, Lemnly
July 20, 2026
Methodology
How to pick your first book in Spanish (and admit when it’s too hard)
Methodology · 10 min read

How to pick your first book in Spanish (and admit when it’s too hard)

Most people choose a first Spanish book three levels above them, blame themselves when it hurts, and stop. A two-minute test that prevents it, plus where to find things at the level you are actually at.

SW
Sebastian Walter
Founder, Lemnly
July 16, 2026
An open book lying in warm afternoon sunlight
Workflow
Reading Lord of the Rings in Spanish: what eight months looked like
Workflow · 8 min read

Reading Lord of the Rings in Spanish: what eight months looked like

I moved from Berlin to San José with ten-year-old school Spanish and a 1,200-page paperback. This is the actual routine — including the month I wasted, the thing I got wrong about listening, and what I would tell myself on the plane.

SW
Sebastian Walter
Founder, Lemnly
May 22, 2026
An open book on a wooden surface, warm side light
Methodology
Reading a news article in your target language, on your phone
Methodology · 9 min read

Reading a news article in your target language, on your phone

Novels are a commitment. A news story is four hundred words and takes six minutes, which makes it the most underrated reading material at the intermediate stage. How to pick one you can actually finish, and what to do with the words.

SW
Sebastian Walter
Founder, Lemnly
May 14, 2026
A leather-bound notebook beside a laptop, warm light from the side
Learning science
Spaced repetition, and the four buttons everyone presses wrong
Learning science · 8 min read

Spaced repetition, and the four buttons everyone presses wrong

The theory takes two minutes to explain and almost nobody gets the practice right. What FSRS does that fixed intervals cannot, why your grading is probably lying to the scheduler, and the three ways an app can ruin it anyway.

SW
Sebastian Walter
Founder, Lemnly
April 12, 2026
A pair of hands holding an open paperback book, soft daylight
Methodology
Reading is the cheat code, and three ways people ruin it
Methodology · 7 min read

Reading is the cheat code, and three ways people ruin it

Ask ten people who got fluent as adults how they did it and eight say the same thing. The principle is easy. The execution has three specific failure modes, and everybody hits at least one.

SW
Sebastian Walter
Founder, Lemnly
March 28, 2026
A wall of shelved books in a library, spines facing out
Research
How many words do you actually need? The three numbers that matter
Research · 9 min read

How many words do you actually need? The three numbers that matter

Fluency is not a number. Coverage is. Here are the three vocabulary sizes that change what you can do, what they feel like from the inside, and roughly how long each stretch takes.

SW
Sebastian Walter
Founder, Lemnly
March 4, 2026
An open book with sunlight falling across its pages
Learning science
The forgetting curve is a timetable, not a diagnosis
Learning science · 7 min read

The forgetting curve is a timetable, not a diagnosis

Everyone quotes Ebbinghaus at you to explain why you forget. Almost nobody explains the part that matters: the curve changes shape every time you use it. Here is what that means for your five minutes a day.

SW
Sebastian Walter
Founder, Lemnly
February 18, 2026
A stack of worn books on a desk beside a lamp
Product
Anki or Lemnly? An honest decision tree from a nine-year Anki user
Product · 7 min read

Anki or Lemnly? An honest decision tree from a nine-year Anki user

I used Anki for nine years and cards I made in 2017 still come up. Here is who should stay, who should switch, and the thing I have to tell you up front: there is no deck import, and that matters.

SW
Sebastian Walter
Founder, Lemnly
February 2, 2026
A book and a cup of tea on a wooden table, warm afternoon light
Engineering
The shared vocabulary cache, and why a free tier can survive AI costs
Engineering · 6 min read

The shared vocabulary cache, and why a free tier can survive AI costs

Labelling every unknown word with an LLM is the obvious design and it gets expensive in exactly the wrong direction — the more people read, the more you pay. Here is the cache that fixes it, what it deliberately does not store, and what I do not know yet.

SW
Sebastian Walter
Founder, Lemnly
January 8, 2026

A chapter tonight.
The words still there next week.

Free. Pick a story at your level, tap the words you don’t know, and let Lemnly bring them back at the right time.

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