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Ask HN: How do you go from writing code to deploying with agents?

Been doing hardcode agent driven coding for the past year. I feel like I now have to test all my code locally with agents reviewing them and ideally testing them. Unfortunately I feel like the traditional CI/CD testing is starting to feel like a formality. Would love to know what everyone is doing, and if I'm not the only one making a mistake.

2026-08-09 原文 →
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Show HN: Try Benzi – A coding harness/agent beating Claude Code itself on Sonnet

Hi y'all. Been working on something that should've been made a long time ago imo. It compiles codebases into O(1) hashmaps that the agent queries to discover the structure of your code/answer questions/write code. It also does complete static analysis checks on any writes the agent makes. Don't take my word for it though. Here are the benchmarks: https://benzi.fly.dev/benchmark . on 2/20 tests, Claude Code (mostly Sonnet on one task) regressed or timed out. Benzi didn't because of course, it has

2026-08-09 原文 →