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MixedClaude · 21 Jan 2026

Trying to let the LLM do the whole task most often fail, or produce low quality code (even with top models like Opus 4.5)

raphaelj on Hacker News

Maybe I am 2x faster on these tasks, when measured from start to PR.

In the thread “Ask HN: Do you have any evidence that agentic coding works?”, replying to this comment

Helped: Writing interfaces first and using AGENTS.md for context.

Got in the way: Letting LLM do whole tasks on complex HPC architecture.

… I am working on a HPC project[1] that requires more careful architectural thinking. Trying to let the LLM do the whole task most often fail, or produce low quality code (even with top models like Opus 4.5). What works well though is "assisted" coding. …