software-architecture
2 articles
Hugging Face CTO's Prophecy: Monoliths Return, Dependencies Die, Strongly Typed Languages Rise — AI Is Rewriting Software's DNA
Hugging Face CTO Thomas Wolf analyzes how AI fundamentally restructures software: return of monoliths, death of Lindy Effect for legacy code, rise of strongly typed langs, new LLM langs, & open source changes. Karpathy predicts: "rewriting large fractions of all software many times over."
Karpathy: Just 'Rip Out' What You Need — DeepWiki + Bacterial Code and the Software Malleability Revolution
Karpathy used DeepWiki MCP and GitHub CLI to have Claude rip fp8 training out of torchao into 150 self-contained lines that ran faster. His bacterial code idea favors low-coupling, dependency-free code agents can extract and transplant.