用 Java 结合 Claude 构建生产级 LLM 应用，教你直接获取结构化 JSON 输出，告别手动解析
Introduction LLMs are usually associated with Python, but a great deal of production software — banking, enterprise backends, long-lived services — ru…
用Python打造可预测、无幻觉的LLM应用工程实践，揭秘Anthropic Claude生产级部署要点
Introduction Calling an LLM API is easy. Building an application on top of one that is reliable — that fails predictably, doesn't hallucinate its way …
手把手算清三大AI服务的月费账单，开发者省钱必看。
An API request that looks cheap on a pricing page can become much more expensive inside a real product. The pricing page normally gives you the unit r…
多智能体框架自动化符合AASHTO规范的混凝土护栏设计，终结繁琐人工迭代。
arXiv:2606.12040v1 Announce Type: new Abstract: The design of reinforced concrete highway barriers is a safety-critical process that requires strict c…
首个系统性评估AI代理自动修复计算机网络配置错误的能力，揭示代理性能与关键影响因素
arXiv:2606.06212v1 Announce Type: new Abstract: Misconfigurations in computer networks remain a major source of critical Internet outages. Research is…
法律AI代理新框架，自我进化解决端到端法律事务的三大障碍。
arXiv:2606.04602v1 Announce Type: new Abstract: As agents grow more capable, legal-domain LLM agents promise to turn document-heavy matters into revie…
融合传播感知与LLM的场景重建方法，专为网络故障诊断设计，有望提升根因定位效率。
arXiv:2606.00582v1 Announce Type: new Abstract: Network faults propagate layer by layer along topology and protocol dependencies, yet operations syste…
AI代理读取内容前自动压缩，最高减少90% token消耗，实现成本断崖式下降。
Article URL: https://pypi.org/project/headroom-ai/ Comments URL: https://news.ycombinator.com/item?id=48349275 Points: 1 # Comments: 0
用大模型分析Twitch各游戏社区聊天毒性差异，揭示不同社区的独特模式。
arXiv:2605.24000v1 Announce Type: new Abstract: Toxicity in online gaming communities remains a persistent challenge, manifesting across genres, platf…
AI agent半夜疯狂调用工具73次？别怪模型，架构缺陷才是元凶，本文给出根治思路。
The 3 AM tool-call loop from hell Last month I deployed a ReAct-style agent to handle customer support triage. By 3 AM I had an alert: one user sessio…
用LLM辅助开发的免费网页自动射击游戏，支持多人对战，体验虽alpha但趣味十足
One unexpected benefit of LLMs is I can work on projects I otherwise wouldn't have taken on. I made a web-based autoshooter (with multiplayer support)…
仅用LLM和对比估计提示就能预测点互信息，PromptNCE方法简洁高效，值得关注。
arXiv:2605.21776v1 Announce Type: new Abstract: Estimating mutual information from text usually requires training a task-specific critic, which limits…
用大模型代理模拟专家思维，从红外光谱精准推断化学结构，AI+化学新突破。
arXiv:2508.16112v2 Announce Type: replace Abstract: Spectral analysis provides crucial clues for the elucidation of unknown materials. Among various t…