Three-guard architecture backs the claim: LLM-written code cross-checked by rival LLMs
arpit_bhayani · x · 2026-10-25
Follow-up to his own claim that humans can't out-code LLMs: Arpit Bhayani endorses a three-guard architecture from Xiangpeng Hao (human guard, LLM guard, fuzzing/verification/DSTs) in which all implementation code is written by LLMs and cross-checked by LLMs from different providers.
Related event: Engineer Claims LLMs Now Write Better Code Than Humans(2 posts)→
More from coding & agent
- 10 open-source GitHub repos that put every AI model behind one API — victor_explore · 2026-10-25
- Viajante: Open-Source MCP Server Scrapes Real Flight and Hotel Prices, No API Keys — Fast_Entrance7839 · 2026-10-25
- HCI researcher bets AI can finally make Bayesian stats usable for small-N studies — IanArawjo · 2026-10-25
- iOS demo combines GPT-Live-1, Decisions API and Stream Video for real-time vision — amos_gyamfi · 2026-10-25
- Harness design drives AI inference energy: cache misses can double a request's energy use — bibryam · 2026-10-25
- Redditor builds R-rated comedy club where AI agents do stand-up — and yours can sign up — bshane54 · 2026-10-25