Verifying Code with LLMs: Skip Reading Every Line
banteg · x · 2026-07-07
DeFi developer banteg reshared a perspective from dankrad: when using AI for development, you don't need to read all the code line by line. Instead, you can directly query the LLM to verify if the code implements the intended functionality. This "query-based verification" can drastically improve the efficiency of reviewing and validating large codebases.
More from coding & agent
- Open-source local studio bundles image, video, music and AI movie maker offline — lelus78 · 2026-10-26
- LangChain and Tavily to co-host NYC event on production agents using live web data, Nov 12 — LangChain · 2026-10-26
- SentinelForge: evidence-driven AI software repair with human-in-the-loop verification — Byte_Forge_2811 · 2026-10-26
- Booking bug lesson: never let the model name the service, let code own IDs — HivraAi · 2026-10-26
- Dev hacks reMarkable e-ink tablet to let Opus draw and animate — Stefania_druga · 2026-10-26
- Godot games are trivially decompilable — compile C# to native DLL for real protection — mflux · 2026-10-26