satvik.beri@gmail.com
Not the OP, but in practice, the comments that tend to help Claude tend to be very different from what helps humans. With humans, I'll generally focus on the why.
Our style guide for humans is about 100 lines long, with lines like "Add a ! to the end of a function name if and only if it mutates one of its inputs". Our style guide for Claude is ~500 lines long, and equivalent sections have to include many examples like "do this, don't do this" to work.
I don't think I would notice a 100% improvement in software productivity in most companies, from the outside. Most of the time, that would just translate to the company being able to hire fewer developers, and having slightly higher profit margins – but not enormously higher, because developers are only one part.
I recently used Claude Code to develop & merge an optimization that will save about $4,000 a month. It was relatively simple but tedious, so I probably wouldn't have done it on my own. I don't even expect most of my coworkers to notice.
This project is an enhanced reader for Ycombinator Hacker News: https://news.ycombinator.com/.
The interface also allow to comment, post and interact with the original HN platform. Credentials are stored locally and are never sent to any server, you can check the source code here: https://github.com/GabrielePicco/hacker-news-rich.
For suggestions and features requests you can write me here: gabrielepicco.github.io