

well, it may be a hammer and nail thing for me (I work with compression a lot). But different compression algorithms are good at different things. Some solutions do better with text some solutions do better with structured data and some have special features that allow for enhanced compression with better tooling. GZip vs Brotli vs Zstd is a great example. Gzip is good at compressing small, structured data quickly where brotli accells at large text data and zstd is better at structured data and can be enhanced through training on that structure.

sounds great. those of us who work in industry understand thats not how any of this works and AI is the standard for development now. What the “AI Slop” People don’t understand is that development with AI depends on the person using it. You cannot give a chess novice AI and make them a master but if you give a chess master AI they become unstoppable. I wrote about this exact problem https://themildtake.com/articles/2026-04-18-ai-development-communication-problem/ here. I tend to mostly do the same thing as you I run a forgejo instance and mirror upstream to github as a backup.