In the last few weeks, I’ve been playing around with the newest version of Claude Code, which wrote me a read-it-later service including RSS, email newsletters and an Android app.

Software engineering experience was useful, since I did plan out a lot of the high-level design and data model and sometimes push for simpler designs. Overall though, I mostly felt like a product manager trying to specify features as quickly as possible. While software engineering is more than coding, I’m starting to think Claude is already superhuman at this part.

Screenshot of Lion Reader web app displaying an article titled 'Shorter Tokens Are More Likely' by Brendan Long. The interface shows a dark-themed sidebar with feed subscriptions on the left, and the main content area on the right with article text and playback controls showing a pause button and '2 of 57' progress indicator.

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LLMs learn faster if we first pretrain them to imitate dense teacher-forced examples. I speculated that this would work on humans too, so I built a chess app where you try to imitate Stockfish. My theory is that this will help humans quickly become OK at chess, but they will reach a wall where practice on full games is more efficient than continued pretraining. I also think the app is fun.

This is probably not an efficient way to learn the basic rules of chess, and you’ll need to train openings separately. The idea of chess puzzle apps is hardly unique, but I don’t think anything else works in exactly the same way.

The app's preview card: a chess position with two candidate moves drawn as arrows numbered 1 and 2, beside matching numbered buttons labeled Bxe5 and Qb8 under the question "Which move is better?" Tagline: "Real positions, two candidate moves, instant feedback. Difficulty adapts to hold you near 80% accuracy."

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Running Claude Code locally is annoying since you have to deal with permissions and agents interfering with each other (and you have to be at your computer), but running Claude Code on the web is annoying because the cloud environment is so limited.

What if we could run Claude Code for the web but on our machines? Through the magic of Claude Code writing Claude Code code, I made a local app for this.

Announcing Clawed Abode: A web app you can run on your own home computer which runs Claude Code without permission prompts in ephemeral containers, and with the ability to install packages, run containers, use caches, and access the GPU.

Clawed Abode session showing Claude running nvidia-smi, displaying an NVIDIA GeForce RTX 3060 Ti GPU with CUDA 13.0 available inside the container

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