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教程 / 实战普通2026-09-29 17:52

IdeaConnectionAccuracy: Can AI Connect Ideas Like a Human? Three Ways an LLM's List Can Fail

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Ask an LLM...

信息来源：DEV Community

教程 / 实战普通2026-09-29 17:47

From Figma to merge request in an afternoon

A mid-size frontend feature used to take me about a week. Now it takes 3–4 hours of my own time....

信息来源：DEV Community

教程 / 实战普通2026-09-29 17:18

ZéroJour: an advisories agent that only works because the content is structured — and we prove it

Most entries will claim their agent works thanks to structured content. This one measures...

信息来源：DEV Community

教程 / 实战精选2026-09-29 17:00

Sarvam AI 发布从第一性原理构建 AI 智能体的入门指南

Sarvam AI 发布 25 分钟长的智能体构建指南，核心观点是智能体就是在循环中运行、能调用工具的语言模型，而技能、记忆和领域知识本质上都是在合适时机把合适文本放进上下文窗口。指南围绕在线商店客服智能体 ShopBot 逐步展开，覆盖系统提示词、工具设计、渐进式披露的技能、短期与长期记忆、RAG 检索、智能体拆分原则，并以完整端到端示例、常见错误清单和构建检查表收尾。

信息来源：Sarvam AI（网页）

教程 / 实战普通2026-09-29 16:52

Who's Accountable When the AI Was Just Following Instructions?

Earlier this year, a company's AI agent quietly leaked internal data for three weeks before anyone...

信息来源：DEV Community

教程 / 实战普通2026-09-29 16:44

How I Built a Code Reviewer That Remembers Every PR It's Ever Seen

I've reviewed enough pull requests to know the pattern: someone forgets to wrap an API call in a...

信息来源：DEV Community

教程 / 实战普通2026-09-29 16:42

Pausing an agent mid-task and resuming it four minutes later, with its memory intact

DigitalOcean's Managed Agents claims a paused session keeps its processes and memory. I put a counter in a shell variable, paused for 4m28s, and it came back at 48. Forking was stranger.

信息来源：DEV Community

教程 / 实战普通2026-09-29 16:39

[AI in Action] Gemini 3.8 Live Upgrade: Paying Off Technical Debt and How My Test Script Fooled Me Three Times

前情提要我有一個自己每天在用的 LINE Bot，linebot-helper-python。丟網址回摘要跟社群文案，丟 YouTube...

信息来源：DEV Community · Gemini

教程 / 实战普通2026-09-29 16:38

[AI in Practice] Shadowing Assessment with Gemini 3.5 Transcribe: Let Song Lingo Listen to You Read Lyrics

前情提要第一篇我用 Gemini 3.8 Flash TTS 做了 Song Lingo：貼 YouTube MV 網址，Gemini 轉錄歌詞、加上拼音翻譯文法，再由一位用...

信息来源：DEV Community · Gemini

教程 / 实战普通2026-09-29 16:30

OpenAI Tightens Frontier RL Security With Isolated Environments and Monitoring

OpenAI has publicly detailed a more restrictive security approach for frontier reinforcement...

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-09-29 15:46

OpenAI agents and RubyGems: what the May attack report found

OpenAI agents ran May's RubyGems spam campaign, researchers say: the disclosure timeline, the API key leak, what RubyGems fixed, what gem owners should check.

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-09-29 15:28

Ask ten LLMs for a Blender 5.0 script. Then run it in Blender 5.0.

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

信息来源：DEV Community

教程 / 实战普通2026-09-29 15:20

Ask the Archive: a Q&A agent grounded in 150 stories of Black California history

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

信息来源：DEV Community

教程 / 实战普通2026-09-29 15:19

Your AI agent installs skills like npm packages — but nobody's scanning them

Last month I counted the "skills," plugins, and MCP servers I'd dropped into my AI coding agent....

信息来源：DEV Community

教程 / 实战普通2026-09-29 15:08

Agents won't kill apps... on a phone, they can't act without them

At WWDC this year, in the keynote, Apple confirmed something I had been holding as a logical...

信息来源：DEV Community

教程 / 实战普通2026-09-29 14:56

I let AI write my code for a month. The junior devs caught what it broke — I didn't.

Everyone's posting about how AI made them 10x faster. Here's the part nobody screenshots — a month of AI-assisted code where the regressions were silent, plausible, and mine to own. The juniors on the team caught three of them. I caught no…

信息来源：DEV Community

教程 / 实战普通2026-09-29 14:31

OpenAI 前沿 RL 训练安全指南

关于保障前沿 RL 训练的实用指南，反映了我们当前的实践经验：

信息来源：X：Greg Brockman (@gdb) · OpenAI

教程 / 实战普通2026-09-29 14:05

I Audited My Own AI-Agent Library Against a Real Bug Report — Here's What I Found

I maintain StateGuard, a small Python library that gives AI agents transactional state — snapshot,...

信息来源：DEV Community

教程 / 实战普通2026-09-29 13:55

How to Work With Agentic Teammates: A Practical Guide to Assigning, Governing, and Reviewing AI Work

AI agents are becoming much more useful when they can do more than answer a prompt. Instead of...

信息来源：DEV Community

教程 / 实战普通2026-09-29 13:50

The Database Playground: Everything You Can Plug In and Tune in PostgreSQL and MySQL (Including AI Workloads)

TL;DR: PostgreSQL and MySQL are not black boxes. Both let you swap storage engines, index types,...

信息来源：DEV Community

教程 / 实战普通2026-09-29 13:46

Retrieval is a routing problem. Your RAG stack just hides it.

Most RAG failures aren't model failures. They're routing failures wearing a retrieval costume. We...

信息来源：DEV Community

教程 / 实战普通2026-09-29 13:38

VARdict - uphold or overturn a VAR room's decision

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...

信息来源：DEV Community

教程 / 实战普通2026-09-29 13:25

Chain of Custody: an AI agent that only says what it can prove

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

信息来源：DEV Community

教程 / 实战普通2026-09-29 13:24

I Gave ChatGPT My Full Codebase. The Results Scared Me — But Not for the Reason You Think.

So I did the thing everyone tells you not to do. I took the whole codebase. Every route, the...

信息来源：DEV Community · ChatGPT

教程 / 实战普通2026-09-29 12:45

AI Incident Response Agent powered by Hindsight

Overview The most dangerous thing an incident tool can do at 3 a.m. is hand an engineer a past fix...

信息来源：DEV Community

教程 / 实战普通2026-09-29 12:16

Why Nature Grows Brains from Embryos: Lessons from a Non-Backprop Neuromorphic Engine in Rust

Author: Andrii Shumko (with the assistance of autonomous AI agents) Corporate Inquiries:...

信息来源：DEV Community

教程 / 实战普通2026-09-29 12:08

Four vendors, one bad assumption: SSRF in MCP servers

There is a particular kind of bug that you only recognize the third time you see it. The first time,...

信息来源：DEV Community

教程 / 实战普通2026-09-29 12:07

An OCR'd wrong date becomes a confidently wrong Hindsight memory

A vision model reads a smudged diary page and gets the 8 in "18 June" wrong. It reads it as a 3. On...

信息来源：DEV Community

教程 / 实战普通2026-09-29 12:00

MIT 教授 Sherry Turkle 新书《Artificial Intimacy》探讨与机器对话如何改变人

MIT 教授 Sherry Turkle 的新书《Artificial Intimacy: Who We Become When We Talk to Machines》由 Little, Brown and Company 出版，基于访谈论述聊天机器人的伪共情正在削弱儿童发展与成人社交能力。

信息来源：MIT News（RSS）

教程 / 实战普通2026-09-29 11:46

AI Can Make Every Local Decision Look Reasonable — While Making the System Worse

AI coding agents are very good at making small decisions. Move this logic into a helper. Add a...

信息来源：DEV Community

教程 / 实战普通2026-09-29 11:43

Malicious MCP Servers: What Deadbugz Taught Us About Auditing Our AI Agent Setup

On the evening of August 10, 2026, a single GitHub account opened 23 pull requests against unrelated...

信息来源：DEV Community

教程 / 实战普通2026-09-29 11:36

Building an Agent That Learns from Every Interaction with Hindsight

Building an Agent That Learns from Every Interaction with Hindsight Picture the 3 a.m....

信息来源：DEV Community

教程 / 实战普通2026-09-29 11:10

"Last time" meant last upload, until I fixed Hindsight timestamps

The most common question a litigator asks before walking into court is five words long: "What...

信息来源：DEV Community

教程 / 实战普通2026-09-29 11:08

What is an agent runtime? Six questions that tell you if you need one

An agent runtime is the layer that keeps an agent's work alive between turns: the session's state and...

信息来源：DEV Community

教程 / 实战普通2026-09-29 10:33

I'm 16, self-taught, and I built a fake transfer receipt detector for Nigerian businesses

Hi Dev.to 👋 I'm Jonathan, 16, from Bauchi, Nigeria. Self-taught developer. This is my first real...

信息来源：DEV Community

教程 / 实战普通2026-09-29 10:06

Building an AI Agent That Never Forgets a Promise

I've lost count of how many times I've walked into a meeting and thought, "Wait, did I already...

信息来源：DEV Community

教程 / 实战普通2026-09-29 10:01

Why I built an AI that reads construction drawing sets the way a coordinator does

By Akam Pachachi, founder and CEO of Clash Nexus AI I didn't plan to start a construction...

信息来源：DEV Community

教程 / 实战普通2026-09-29 09:49

Single Bank or Many? A Hindsight Design Decision I Almost Got Wrong

At 3 a.m., the person on call rarely needs more dashboards. They need someone who was there the last...

信息来源：DEV Community

教程 / 实战普通2026-09-29 09:40

QueerCade (Part 2): Vibe-Code Something Strange — an Arcade of Queer Games on Sanity

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...

信息来源：DEV Community

教程 / 实战普通2026-09-29 08:55

The Residual Class Problem: Why a Face Shape Classifier Keeps Answering Oval

If you build a classifier with a fixed set of labels, one of those labels usually ends up doing a job...

信息来源：DEV Community