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Dev weekly 2026-Jul-06

Published: at 02:02 AM

AI

Build a Reasoning Model (From Scratch)

fast.ai—Making neural nets uncool again

Scaling Laws, Carefully lilianweng

LongCat-2.0 正式发布

The Hitchhiker’s Guide to Agentic AI: From Foundations to Systems

Same prompt, different models: Cowork model outcome and cost comparison

Guidelines for Respectful Use of AI

11-768: AI Agents Fall 2026 @ Carnegie Mellon University

Getting started with loops claude

MinerU 团队新产品 | Sciverse 科学数据基座,把可信的科学知识接入你的 AI 工作流

OCR’ing 100,000 pages with open-source VLMs on Modal redspring

Agent Evaluation Readiness Checklist

Claude Code From Scratch 想深入了解原理? 姊妹项目 How Claude Code Works

从 Julia 到 Rust:AI 智能体时代面向科学计算的可微张量栈

給 Agent 開發者的駕馭工程 (9): 自建 Agent 的框架選型: 全套 Deep Agent 還是從基礎構建?

從 Code Act 到 Claude Code Dynamic Workflows 深度技術解析

MCP Code Mode: Context Engineering for Efficient Tool Execution in LLM Agents

Programming

AI Tools Accelerates Coding, But Not Overall Software Delivery, GitLab Research Finds

Build generative UI for AI agents on Amazon Bedrock AgentCore with the AG-UI protocol

AI System Design Guide

Introducing Dynamic Subagents in Deep Agents

GitHub Copilot SDK Deep Dive: Session Memory

Modern Web Guidance

pi-automode: Bringing Claude’s Auto Mode to Pi

How we found a bug in the hyper HTTP library cloudflare

Building Persistent Page Transitions with WebGPU and Vanilla JavaScript

A fast, offline hard-or-easy call on every prompt — scored deterministically, with no model call.

Prompt Compression and Cache Tuning: Cut Your LLM API Costs by 60%

headroom: The Token-Compression CLI That Cuts Your LLM API Costs by 60–95%

HackerRank open sourced its ATS. My resume scored 90/100. Oh wait 74/100. No — 88/100. Actually 83/100.

A return to two-pizza culture allthingsdistributed

轻量级 ADR 与架构咨询例会如何支撑架构决策工作

FastAPI 之父的 PydanticAI 是真的夯

Five tools to bolster your AI coding stack

Others

如是我问 提出您关于佛法、人生或心灵方面的问题,获得基于20,090卷佛经的回答

”数学不难“ 之 《线性代数不难》

Depicted are 5,000 menus from the New York Public Library’s Buttolph Collection pulled from an archive of over 25,000 menus and dated from 1880-1920. Most of the menus were painstakingly assembled by one woman.

AI 冲击组织,CEO 需要第二研发部

林檎越东瀛:苹果的日本之旅

写信的生意:近代中国城市街头的代笔人

郭建龙聊中亚:每个中国人的血脉里,都藏着一个策马大漠的梦|上海书评播客Vol.16

从昆明到腾冲,春城与热海

美国250年 (上) 一个理想与现实的国家实验