Tracie Bennett, Here We Are
你只需要用大白话描述想要什么，比如“做一个带侧边栏的数据仪表盘”，它就能直接生成完整的网页代码。
1.解析 html 页面，生成一个包含节点位置信息，样式，层级，内容等信息的 DOM 树。。关于这个话题，新收录的资料提供了深入分析
Abstract:Large language model (LLM)-powered agents have demonstrated strong capabilities in automating software engineering tasks such as static bug fixing, as evidenced by benchmarks like SWE-bench. However, in the real world, the development of mature software is typically predicated on complex requirement changes and long-term feature iterations -- a process that static, one-shot repair paradigms fail to capture. To bridge this gap, we propose \textbf{SWE-CI}, the first repository-level benchmark built upon the Continuous Integration loop, aiming to shift the evaluation paradigm for code generation from static, short-term \textit{functional correctness} toward dynamic, long-term \textit{maintainability}. The benchmark comprises 100 tasks, each corresponding on average to an evolution history spanning 233 days and 71 consecutive commits in a real-world code repository. SWE-CI requires agents to systematically resolve these tasks through dozens of rounds of analysis and coding iterations. SWE-CI provides valuable insights into how well agents can sustain code quality throughout long-term evolution.，推荐阅读新收录的资料获取更多信息
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Known issue: The actor cache has a protobuf timestamp serialization bug where Timestamp objects lose their .toDate() method after JSON round-tripping through Redis, causing incomplete profile hydration on cache hits. We currently run with Redis caching disabled. The fix is to serialize timestamps as ISO strings on cache write and reconstruct on read.，推荐阅读新收录的资料获取更多信息