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开发者称用 Opus 5.5 以 Lean 形式化验证 Claude Agent SDK,产出 16 个修复 PR
有开发者表示,使用 Opus 5.5 对 Claude Agent SDK 进行 Lean 形式化验证,通过几条简短提示词得到 16 个 PR,用于修复各类 bug 和竞态条件。其还称 TLA+ 同样适用,并会结合 Lean 与 TLA+ 排查数据流、并发和状态管理问题。作者自述并不熟悉这两种语言,但认为 Claude 表现优秀,该方法有助于发现人类难以察觉的问题,并抛出形式化验证是否将成为编码或找 bug 未来方向的疑问。
AI推荐理由 作者称用 Opus 5.5 对 Claude Agent SDK 做 Lean 形式化验证,短提示词产出 16 个修复 bug 和竞态条件的 PR,并提到 Lean 与 TLA+ 结合用于数据流、并发和状态管理。这是具体的第一手使用经验,涉及形式化验证与 Agent 代码质量,对开发者和 Agent 工程有参考价值;但仅为个人推文陈述,未提供 PR 链接、验证脚本或可复现证据,16 个 PR 的实际影响无法核实,且作者自述不熟悉 Lean/TLA+,结论带有探索性。
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I used Opus 5.5 to formally verify the Claude Agent SDK using Lean. A couple short prompts = 16 PRs fixing various bugs and race conditions. Video attached.
TLA+ also works well. I sometimes combine Lean and TLA+ to look for issues around data flow, concurrency, and state mgmt.
I don't know either language well, but Claude is excellent at both. This approach is super useful for formally modeling your code and finding bugs that a human probably wouldn't have spotted.
Is formal verification the future of coding (or at least, bug finding)?