Vibe coding floods software with slop. But the deeper threat is context debt — the tangle of APIs and services no human or agent can fully track.
A case against measuring AI-assisted engineering by code volume and other vanity metrics instead of outcomes.
LLMs generate code, but they cannot see the engineering decisions that keep systems safe.
The barrier to entry for building software has collapsed. The barrier to building something that matters hasn’t moved an inch.