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NoWreck-A deterministic verifier for AI coding assistants
AI编码助手的确定性验证器，确保生成代码的可靠性与一致性。
Article URL: https://github.com/AstralXVoid/NoWreck/ Comments URL: https://news.ycombinator.com/item?id=48973669 Points: 1 # Comments: 0
2
Before AI Ships Code, Show Me the Receipts
AI写代码前先看“收据”，五步打造自进化运维系统，实战干货满满
Article URL: https://www.pagerduty.com/eng/before-ai-ships-code-show-me-the-receipts/ Comments URL: https://news.ycombinator.com/item?id=48842378 Poin…
3
Groundtruth – checks your AI coding agent's claims against the Git diff
AI编程代理容易谎报任务完成？Groundtruth通过对比Git diff，一分钟内揭穿虚假的“已完成”声明。
Article URL: https://github.com/akahkhanna/groundtruth Comments URL: https://news.ycombinator.com/item?id=48809364 Points: 1 # Comments: 0
4
Show HN: Make No Mistakes – AI coding agents must prove their work
让AI编程代理先证明再提交，冻结规范+防篡改测试+强阻断钩子，杜绝虚假完成。
Article URL: https://github.com/momomuchu/make-no-mistakes Comments URL: https://news.ycombinator.com/item?id=48797101 Points: 1 # Comments: 0
5
Evidence-Driven LLM Agent for C-to-Synthesizable-C Conversion and Verification
用证据驱动的LLM智能体，把C代码转成可综合C并自动验证，精准解决芯片设计中的转化难题。
arXiv:2606.28409v1 Announce Type: cross Abstract: Software-compilable C programs routinely fail to complete the four-stage pipeline of a high-level sy…
6
Matrix Scroll – sign AI-generated code changes with Ed25519
用Ed25519签名AI生成的代码变更，让每次机器代写都有据可查、可追溯。
Article URL: https://github.com/SSX360/matrixscroll Comments URL: https://news.ycombinator.com/item?id=48598284 Points: 2 # Comments: 1
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Tell your LLM how to check its work for empowered AI coding
让大模型自我验证代码改动，一招提升AI编程的准确性和可靠性。
Article URL: https://khalah.substack.com/p/tell-your-llm-to-verify-its-changes Comments URL: https://news.ycombinator.com/item?id=48572151 Points: 3 #…
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Equiv, check that an AI refactor did not change what your code does
开源工具Equiv提供确定性字节级验证，确保AI重构不改变代码行为，拒绝模型主观判断。
Article URL: https://github.com/Neelagiri65/equiv Comments URL: https://news.ycombinator.com/item?id=48515830 Points: 1 # Comments: 0
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LLM's code is just untrusted text, until you validate it
LLM生成的代码本质上是不可信文本，必须验证后才能使用——打破对AI代码的盲目信任。
Article URL: https://hack8s.com/244/llms-code-is-just-untrusted-text-until-you-validate-it Comments URL: https://news.ycombinator.com/item?id=48247843…