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教程 / 实战普通2026-10-08 05:05

Slopsquatting: The Supply Chain Attack Your AI Coding Assistant Might Be Setting Up For You

You ask your AI assistant for a quick script. It writes clean code, imports a package you've never...

信息来源：DEV Community

教程 / 实战普通2026-10-08 04:37

Why your planner-executor split is creating more problems than it solves?

I spent three weeks trying to fix a planner-executor pipeline that was failing in a way I couldn't...

信息来源：DEV Community

教程 / 实战普通2026-10-08 04:31

Five agent episodes, and the build decision to take from each

Pull one concrete build decision from each Chain of Thought episode in the agents collection, from context to memory, stacks, and coordination.

信息来源：DEV Community

教程 / 实战普通2026-10-08 04:30

OpenAI Launches Interactive Learning Visuals in ChatGPT for Hands-On Answers

OpenAI has launched interactive learning visuals in ChatGPT, adding hands-on modules that let users...

信息来源：DEV Community · OpenAI / ChatGPT

教程 / 实战普通2026-10-08 04:27

Does a design system change what a coding agent writes?

A while ago I finished a piece of work I was proud of: a design system built the way I'd argue a...

信息来源：DEV Community

教程 / 实战普通2026-10-08 04:10

MIT 的 Concourse 项目如何用人文教育回应 AI 时代

MIT 首年学习社区 Concourse 每年招收 50 名新生，通过研读柏拉图、荷马、亚里士多德等经典著作，探讨"何为人类""智能是否只是数学智能"等问题。该项目自 1970 年创立，被形容为"MIT 内部的迷你文理学院"，2023 年起与 MIT Civil Discourse Project 合作举办辩论。

信息来源：MIT News（RSS）

教程 / 实战普通2026-10-08 04:09

Gardener of the AI Era: a monsoon garden helper for people who will never see a frost

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

信息来源：DEV Community

教程 / 实战普通2026-10-08 04:09

Zero GPU, zero dollars: a Linux rookie's crew of free AIs

How a raccoon in sunglasses (me) ended up running a Rick and Morty themed AI crew, a voice butler and a private search engine - all free, all on one CPU-only laptop.

信息来源：DEV Community

教程 / 实战普通2026-10-08 03:56

Why a Financial Advisor App Needs a RAG Vault, Not Just a Chatbot

When I started building Vicquant, the core design principle was simple and non-negotiable: the AI...

信息来源：DEV Community

教程 / 实战普通2026-10-08 03:40

Logo Design Skill Packages SVG Checks for AI Agents

An open-source Agent Skill gives Claude, Gemini CLI and Codex a staged logo workflow, SVG checks and a searchable library of 1,400-plus marks.

信息来源：DEV Community · Claude / Gemini

教程 / 实战普通2026-10-08 03:35

I Gave Two AI Models the Same Instructions. They Got It Wrong in Opposite Ways.

Originally published at kotwal-itpro.github.io. A lot of teams now use AI models to read large piles...

信息来源：DEV Community

教程 / 实战普通2026-10-08 03:08

Google put AI chips in orbit: radiation is not the problem, heat is

Google's first Suncatcher satellite carries four TPUs. They survived radiation, but cooling in a vacuum is the real limit.

信息来源：DEV Community

教程 / 实战普通2026-10-08 03:03

My Benchmark Caught Me Lying Before It Caught Any Model: Do Coding Agents Report "Verified" Honestly?

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked An agent...

信息来源：DEV Community

教程 / 实战普通2026-10-08 03:02

UNREAL Unifies Retrieval & Long‑Context—Cut Latency 50% in One Pass!

UNREAL Unifies Retrieval and Long‑Context: Why One Model Beats Two The...

信息来源：DEV Community

教程 / 实战普通2026-10-08 02:38

BirdBuddy: an offline bird call identifier that runs entirely on your device

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

信息来源：DEV Community

教程 / 实战普通2026-10-08 02:19

Five Ways My AI Agents Went Wrong (and What I Changed)

I run a small software company by myself. Claude Code agents play the engineers, QA, marketing and so...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-08 02:17

Tuft: a scavenger hunt that checks your photos on your phone, offline

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

信息来源：DEV Community

教程 / 实战普通2026-10-08 01:46

A Terminal-Bench task frontier agents could not pass

I wrote a task for Terminal-Bench, a public benchmark of hard command-line tasks for AI agents. The...

信息来源：DEV Community

教程 / 实战普通2026-10-08 01:43

We rewrote all 50 of our MCP tool descriptions to get into Claude's Connectors Directory

Our MCP server's tool descriptions were full of instructions to the model. Anthropic's directory review doesn't allow that. Here's what we changed, where the guidance went, and how we checked nothing broke.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-08 01:29

How I set up Claude Code: one rulebook, a 12-step relay to use it daily

Claude Code used to feel like a brilliant teammate with no onboarding. Some days: tests first, small...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-08 01:29

How AI Agents Remember: A Practical Guide to Agent Memory

Imagine hiring a brilliant colleague who forgets every conversation overnight. Each morning you...

信息来源：DEV Community

教程 / 实战普通2026-10-08 01:17

Progressive Disclosure: Why Isn't Claude Code Following My Instructions?

The last piece (Progressive Disclosure: Claude Code Hooks, Events and Telemetry) sent every hook...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-08 01:16

I Open-Sourced My Project for Hacktoberfest. Here's What Happened When Strangers Started Contributing.

I thought open-sourcing my project would get me stars. Instead, strangers broke it. And honestly,...

信息来源：DEV Community

教程 / 实战普通2026-10-08 01:06

Top 7 Enterprise AI Gateways I Wish I Knew Before I Deployed One

An AI gateway can look like a simple layer between your application and an AI model, until you...

信息来源：DEV Community

教程 / 实战普通2026-10-08 01:06

"Can I Eat This?" — Benchmarking Whether AI Models Know Where Their Foraging Knowledge Ends

"Can I Eat This?" — Benchmarking Whether AI Models Know Where Their Foraging Knowledge...

信息来源：DEV Community

教程 / 实战普通2026-10-08 00:52

What Agent Builders Can Borrow from OpenAI's Math Research

From OpenAI's published Lean proofs to a concrete Symptomato experiment: independently checked rules for updating patient memory.

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-08 00:50

Jev decision models, explained

Originally published on mrsaynothing.dev. The agent-run site ships one post a day; this explainer is...

信息来源：DEV Community

教程 / 实战普通2026-10-08 00:42

Show your work when the code isn't yours

Austin Kleon's Show Your Work! is a short book with one big idea: don't wait until something is...

信息来源：DEV Community

教程 / 实战普通2026-10-08 00:30

Mistral Large 4 Scores 59.9% on AutomationBench Across Four Workplace Apps

Mistral AI has introduced Mistral Large 4 (ML4) in public preview, pairing its new multimodal model...

信息来源：DEV Community · Mistral

教程 / 实战普通2026-10-08 00:30

The Optimal Stopping Illusion

Empirical tests show autonomous agents recognize useless search results 97% to 100% of the time, yet query until the budget deadline anyway. You cannot prompt an autoregressive model into capital discipline; optimal stopping requires an ex…

信息来源：DEV Community

教程 / 实战普通2026-10-08 00:28

Building laya-triage, part 2: today's issues, a new model, and OpenAI's Decisions API

In the first post I shared laya-triage, a GitHub Action that labels new issues as bug, feature,...

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-08 00:26

Agents Score 97% on Static Tool Judgments and Still Break Interactive Workflows

Across 656 SafeActBench cases, models pass static allow/block checks above 94% then fail half their interactive runs by acting before checking prerequisites.

信息来源：DEV Community

教程 / 实战精选2026-10-08 00:21

Unsloth 开源教程：本地训练 Qwen3.5 0.8B 决策模型，准确率从 20.7% 提升至 74.3%

Unsloth 发布教程与开源仓库，可将 Qwen3.8、Gemma 4 等 LLM 微调为输出选项概率的决策模型，Qwen3.5 0.8B 在 3 个决策基准上的合计准确率从 20.7% 提到 74.3%，仅需 4GB 显存。

信息来源：X：Unsloth (@UnslothAI) · Qwen

教程 / 实战普通2026-10-08 00:16

I built my own JARVIS for Windows. The hardest part wasn't the AI

I wanted something closer to JARVIS than to a chatbot: I say a sentence, and something actually...

信息来源：DEV Community

教程 / 实战普通2026-10-08 00:04

Which clause wins? I benchmarked whether LLMs follow the rules that actually govern

This is a submission for the Kaggle Benchmarking Challenge. What I benchmarked, and why I...

信息来源：DEV Community

教程 / 实战普通2026-10-08 00:02

“It Worked” Is Not the Same as “It Can Run in Production”

“It Worked” Is Not the Same as “It Can Run in Production” You are probably the kind of...

信息来源：DEV Community

教程 / 实战普通2026-10-08 00:00

Tessl 详解如何工程化构建上下文驱动的软件工厂

Tessl 工程博客阐述如何用充足上下文让 Agent 承担需要判断力的软件工程工作，并以 API 迁移为例说明 Agent 如何依据兼容性政策在多种方案间自主选择。

信息来源：Tessl：产品与工程博客

教程 / 实战普通2026-10-07 23:56

Whether what AI generates is clean code or garbage, CEOs aren't accountable for it. We still are.

Another Rule for Using AI Without Losing My Skills ...

信息来源：DEV Community

教程 / 实战普通2026-10-07 23:56

Submission: Hacktoberfest Open-Source AI Challenge Week 1 (Touch Grass)

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

信息来源：DEV Community

教程 / 实战普通2026-10-07 23:49

FLUX 3 Review 2026: Black Forest Labs' Multimodal Video Model, Priced Per Second

FLUX 3 is Black Forest Labs\u2019 first multimodal foundation model\u200a\u2014\u200avideo with native audio, images, and action prediction for robotics\u200a\u2014\u200abuilt on a new...

信息来源：DEV Community