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Dev weekly 2026-Jul-20

Published: at 02:02 AM

AI

NousResearch Accelerated Business Hackathon

Andrew Ng just dropped a 3-hour course on how to become an AI Engineer in 2026

Sutskever 30 implementations Comprehensive toy implementations of the 30 foundational papers recommended by Ilya Sutskever

《深入理解 AI Agent:设计原理与工程实践》李博杰

The map of AI.

中文机器学习研究线上课

用 LLM + 语义聚类,把海量用户评论提炼成四级 VOC 标签体系

DSLs Enable Reliable Use of LLMs

Programming

Telegram Serverless

GPT 5.6 Has 72 Possible Configurations. What’s A Good Default? GPT 5.6 中由不同模型规模与推理期算力组合而成的 72 种配置,并分析了如何基于训练期与推理期的缩放法则(Scaling Laws)在其中寻找最佳的性能与成本权衡

What building Shippy taught us about building agents

让 Agent拥有「跨终端长期记忆」——基于 Amazon Bedrock AgentCore Memory 的实践

Reverse Engineering ChatGPT Web: How OpenAI Built for a Billion Users

OpenWiki 0.2 is adopting the OKF support

weekly AI news digest with GitHub Agentic Workflows

ReactBench v1 an evaluation for coding agents on realistic React work

Agentic Testing: Where Agents Fit in the E2E Testing Stack 传统端到端测试强制执行固定的 UI 路径,而基于 AI 代理(Agentic)的测试则通过动态探索来验证目标。尽管代理测试在执行成本、性能和复杂场景下的稳定性方面存在权衡(Trade-offs),但它们作为更高层级的探索与调试工具,能够有效补充而非替代现有的确定性 CI 测试流水线。

The New Software Lifecycle

Memex 本地优先、具备类型系统,服务于人与 Agent 的知识工作空间

sail - Drop-in Apache Spark replacement written in Rust

拨开迷雾:炒得火热的FDE究竟是什么?九问九答剖析其是否自带银弹?

Turn your idea into an app

Open-source Reflect rewrite A local-first AI agent-friendly Markdown note-taking app

Five studies changing how I think about AI in software engineering

Others

Yamanote line sound

Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents

Enterprise AI is entering an evaluation gap: Agents are gaining autonomy faster than companies can verify them

Kill AI slop

安达卢西亚的日与夜:格拉纳达漫游指南

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对学渣最友好的公式:凯利公式