> Probably the most damning fact about LLMs is just how poorly written their parent companies' systems are

During this process of investigation, I checked the CC repo and noticed they had 5000+ issues open. Out of curiosity, I skimmed through them and many point to regressions, real bugs, simple changes, etc. Maybe they have some internal tracker they are using, but you would think that a company with functionally unlimited tokens and access to the best models would be able to use those tokens to get their own house in order.

My sense now is that there is a need for the industry to create a lot of hype right now so we see showmanship like the kernel compiler and the agent swarms building a semi-functional browser, etc....yet their own tooling has not fully implemented their own protocol (MCP) correctly. They need all of us to believe that these agents are more capable than they actually are; the more piles of tangled code you write and the more discipline you cede to their LLMs, the more dependent you are on those LLMs to even know what the code is doing. At some point, teams become incapable of teasing the code apart anymore because no one will understand it.

Peeking at the issues in the repos and seeing big gaps in functionality like Codex's missing support for MCP prompts and resources is like looking behind the curtain at reality.