给AI智能体轨迹做“结构体检”，无需LLM裁判，精准揪出工具调用中的模式违规和错误复用。
Article URL: https://github.com/AshwinUgale/tracelint Comments URL: https://news.ycombinator.com/item?id=49346452 Points: 3 # Comments: 0
别再甩锅给模型了，工具Schema设计才是Agent翻车的重灾区。
Originally published on Loop & Retry — field notes on building LLM agents that survive production. Most agent bugs I've chased weren't in the mode…
Postman 帮你优雅测试API，一键校验响应结构与Schema，避免数据解析错位问题，调试效率拉满。
This is a submission for DEV's Summer Bug Smash: Smash Stories powered by Sentry . The quietest kind of production bug The endpoint was healthy. Payme…
用 JSON Schema 校验文生图 API 返回结构，快速对比选型，避免字段缺失坑。
TL;DR Short answer: choose an image generation API only after your own prompt-safety eval passes, and use a chat model with a strict JSON Schema when …
大模型对话总是冗长？Schema级延迟通道带来更简洁的LLM交互新思路。
Article URL: https://raw.githubusercontent.com/noamt/kir/cfdc97de467de8d84d60f073773c0dcfd9975849/paper/arxiv/main.pdf Comments URL: https://news.ycom…
提出闭环验证修复框架，研究临床LLM在医疗数据互操作性中的模式合规表现。
arXiv:2607.24371v1 Announce Type: new Abstract: Healthcare interoperability requires AI systems to produce structured outputs conforming to standardiz…
Schemathesis 自动生成 API 测试用例，精准发现单元测试遗漏的 4xx/5xx 错误，并直接集成 FastAPI 等框架
Stop testing the happy path. Learn how to use property-based testing and Schemathesis to automate chaos and break your API before your users do The Pr…
当JSON不够用时，这项研究揭示了LLM排序代理在模式约束下的语义可靠性问题，值得关注。
arXiv:2607.18261v1 Announce Type: new Abstract: LLM agents are increasingly used as transaction compilers: a user states an intent in natural language…
对话式修改数据库schema，LLM通过工具调用而非写SQL，动态重绘UI的CRM开源项目
Wanted to try something new, decided to create a mutable crm, which re renders the UI after you apply a change. The llm only modifies the db via tool …
用GitHub新出的Issue Fields功能，手把手教你做一个schema验证的实战小项目，适合想学结构校验的开发者。
GitHub announced on July 2, 2026 that Issue fields are generally available, including integration with GitHub's MCP server. Primary source: GitHub Cha…
Qdrant用户福音：类Alembic的声明式YAML迁移，一条命令搞定向量库schema版本管理
Hey HN! I'm Diego. I've been extensively using Qdrant for hybrid search, but there's no standard way to track and manage schema migrations. I've used …
自动克隆仓库并梳理 MCP 服务，支持 HTTP 端点代理和工具 Schema 注册，让开发者快速接入并复用 AI 工具，省时省力。
I spent yesterday afternoon trying to list one MCP server on three catalogs: Glama, Smithery, and mcp.so. I assumed they would be variations of the sa…
一种新的 margin-based 损失函数 HEM，为视觉分类任务带来更优的判别力与性能提升。
arXiv:2501.12191v2 Announce Type: replace Abstract: Training deep neural networks (DNNs) on classification tasks can be performed with a number of dif…
Wolfram Language 15 新版本发布，专为人类与AI智能体打造的强大计算语言，值得开发者关注。
Computational language built for humans and AI agents Discussion | Link
无需迁移历史，直接对比声明式Schema与数据库，自动生成修复SQL，终结混乱的数据库状态管理。
No Alembic. No migration files. No history table. dbconform compares your declared schema against your live database and generates the SQL to close th…
一种颠覆性的 agent 记忆设计：只存问题不存答案，让信息随版本自然更新
Article URL: https://github.com/Rocco-alt/standing-questions Comments URL: https://news.ycombinator.com/item?id=48460257 Points: 1 # Comments: 0
化学LLM推理迎来革新：用隐式思考（Latent Thinking）替代传统CoT，打破语言与化学逻辑的模态不匹配瓶颈
arXiv:2602.07075v5 Announce Type: replace-cross Abstract: Current chemical large language models (LLMs) predominantly rely on explicit Chain-of-Though…
网站Google排第一，ChatGPT却查无此人？揭秘AI搜索与SEO的诡异断层
Google ranked your site #1. Traffic is good. Life is fine. Then someone opens ChatGPT and asks for a recommendation in your niche. Your name does not …