虽然免费也能用 Codex，但不同的档次 Plus、Pro 5x、Pro 20x 所包含的 Token 额度完全不同，怎么省 Token 成了这段时间以来社交媒体上的热门话题。之前 Claude Code 爆火的时候，有开发者设计了一款穴居人的 ...

Every device has something to hide.

Job Description Within our Datalab team, we are looking for a junior-level data scientist & software developer with a strong quantitative background and an affinity for geopolitics and national and ...

本文介绍一个完整的"AI智能体工厂"平台的设计与实现。该平台以本体模型（Ontology Model）作为中间表示层，打通了从原始业务需求到可运行AI智能体的完整链路：需求探索 → 本体建模 → 可视化验证 → 能力代码生成 → 技能封装 → Agent动态发布。 今天完整分享下最近通过AI编程实现的一个基于本体模型+AI大模型驱动的端到端AI智能体交付平台。包括需求分析，整体设计，核心功能实现。

Loop 并不神秘。传统开发里一直有各种 loop：消息消费循环、任务调度循环、CI Pipeline、状态机、重试队列、前端交互流、异步 Job Runner。 最近 Agent Loop 被频繁提起。 我的第一反应是先把它放回工程现场里看。 Loop 并不神秘。传统开发里一直有各种 loop：消息消费 ...

A FastAPI + React/Vite/TypeScript replacement for the NiceGUI-based pd-ocr-labeler. Functionally identical to the current labeler, structurally modelled on pdomain-prep-for-pgdp.

Millions of AI agents and tools around the world have been imperiled by a critical vulnerability that can allow hackers to breach the servers running them and make off with sensitive data and ...

A max-severity vulnerability in the latest Python FastAPI version of the ChromaDB project allows unauthenticated attackers to run arbitrary code on exposed servers. The flaw is tracked as ...

This vibe coding cheat sheet explains how plain-language prompts can build apps fast, plus the planning, testing, and security checks needed.

Abstract: Real-time video streaming with sub-second delay is essential for precise teleoperation of remotely operated vehicles (ROVs), where even small latency can degrade maneuverability and ...

In yet another software supply chain attack, threat actors have managed to compromise the popular Python package Lightning to push two malicious versions to conduct credential theft. As of writing, ...