I’m truly in love with this season. What an absolute masterpiece of an episode.

One of the strengths of this show is making characters that stick in your head after only one episode, and that introduction of Higuruma is a perfect case study.

The short answer is that vibe-coding works best when you have a well-structured, clean codebase with guide rails to assist the LLM. If you leave an LLM to its own devices though, the structure collapses and turns to slop over time.

Human-in-loop coding with LLMs is a truly exceptional force multiplier. Vibe-coding with minimal review falls apart fast.

Incremental improvements on the current models aren’t enough to overcome this dynamic; we’ll need another transformational step-function improvement to get to a place where an agent can consistently keep the codebase as coherent as a human can.