AI 教程与实战
收录 AI 工具教程、提示词、安装部署、配置指南、开发实战与可复现步骤。
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教程 / 实战普通
Anthropic’s Reward Seeker Study Shows How Training Can Produce Misaligned AI Behavior
Anthropic has published a containment-focused experiment that examines a central AI safety problem:...
信息来源:DEV Community · Claude
教程 / 实战普通
大模型拿大结果指南
信息来源:elsewhere:文章(RSS)
教程 / 实战普通
Gilbert + Tobin 如何用 OpenAI 治理并规模化应用 AI
澳大利亚律所 Gilbert + Tobin 通过 ChatGPT Enterprise 和 Codex 将 AI 融入运营,截至 2026 年 6 月 87% 的启用席位处于活跃使用状态,是其其他工具采用率的两倍以上。
信息来源:OpenAI:官网动态(RSS · 排除企业/客户案例) · OpenAI / ChatGPT
教程 / 实战普通
Did it pay? Live status of AI agent job boards (1 Sep 2026)
Every few weeks another "AI agent job board" launches, promising that autonomous workers can finally...
信息来源:DEV Community
教程 / 实战普通
I Tested Three Vision Models on Catalog Images: OCR Was the Easy Part
Converting a visual product catalog into structured, queryable data sounds simple on paper: Send...
信息来源:DEV Community
教程 / 实战普通
The reader named the payload the estimator walks past. The fix took 74 minutes.
Body: Post 3 of this series measured a token estimator against reality: 148K estimated, 222K real,...
信息来源:DEV Community
教程 / 实战普通
The safety layer that had never run
I spent a week building a system whose entire argument is that an AI agent cannot spend more than you...
信息来源:DEV Community
教程 / 实战普通
Your agent architecture probably cheats at the last inch
Every agent architecture diagram I have seen in the last year has a box in it labelled something like...
信息来源:DEV Community
教程 / 实战普通
Foundry IQ Auth, Explained: Managed Identity, OBO, and Everything Between
Foundry IQ's pitch is that your agents get one endpoint for grounded, cited, multi-source context...
信息来源:DEV Community
教程 / 实战普通
Using an embedded feedback loop to develop with AI agents
I wanted to see what would happen if an AI coding agent had to work on a real embedded device, not...
信息来源:DEV Community
教程 / 实战普通
I asked one model to review another, and it found a bias I would not have
I spent five days building an autonomous system that owns the vulnerability remediation lifecycle —...
信息来源:DEV Community
教程 / 实战普通
Built an agent fleet that helps farmer's for free
I built this for the All Things Agentic Hackathon. This post covers how it works and what broke along...
信息来源:DEV Community
教程 / 实战普通
Migragent #1
I spent most of a day last week arguing with a prompt. The agent had five tools. It used none of...
信息来源:DEV Community
教程 / 实战普通
Building FrameMill: Turning Hours of Gameplay Into an Editable First Cut
Written for the Gemini All Agentic AI Hackathon. A game stream can last four hours. The moments...
信息来源:DEV Community · Gemini
教程 / 实战普通
How We Built EIR: A Secure Healthcare Agent Fleet on Google Cloud
For the past month, our team has been building EIR: Healthcare Agent Fleet, a secure multi-agent...
信息来源:DEV Community
教程 / 实战普通
TwoKeys: AI Agents Can Act, but Should They Decide?
I created this article for the purpose of entering the All Things Agentic Hackathon. An AI agent...
信息来源:DEV Community
教程 / 实战普通
Onboarding Agent: teaching agents the questions a new hire actually has
When I joined my last company, my first few days were spent waiting. The docs were stale. I didn't...
信息来源:DEV Community
教程 / 实战普通
Six tests that passed for the wrong reason
My backup script told me the restore was verified. It restored ten tables with zero rows in every...
信息来源:DEV Community
教程 / 实战普通
I spent three weeks sourcing 500 perfume bottles by hand. Then I built an agent to do the job.
I wrote this post to enter the Google × Devpost **All Things Agentic* hackathon...
信息来源:DEV Community
教程 / 实战普通
A reader read my benchmark better than I did
I published a LoRA fine-tuning run two weeks ago. The headline was that my first test set had lied to...
信息来源:DEV Community
教程 / 实战普通
Every company knows when it revoked access. None knows when access stopped.
Every company knows when it revoked access. None knows when access stopped. I built this...
信息来源:DEV Community
教程 / 实战普通
Did you know Grok Bot can watch videos for you?
It's totally insane. You have to see it to believe it. I created a new bot in Grok Bot. I called it...
信息来源:DEV Community · Grok
教程 / 实战普通
Stop Babysitting Al: Automating Claude Code Permissions in VS Code
If you’ve been using Claude Code in your terminal or IDE, you already know the magic. You give it a...
信息来源:DEV Community · Claude
教程 / 实战普通
I Published Every Flaw My Safety Tool Can't Catch. It Made It More Credible, Not Less.
This is a companion to the PlannerCritic series. Article 5 was about what happened when I tried to...
信息来源:DEV Community
教程 / 实战普通
The enum had six reasons and the code needed a seventh
Up front, the weakest part of this story: when I re-injected the defect I'm about to describe, every...
信息来源:DEV Community
教程 / 实战普通
What a Hash Chain Can't Prove
Help Net Security covered a new open-source tool this week that writes tamper-evident audit logs for...
信息来源:DEV Community
教程 / 实战普通
Beyond free-roaming Agents: Architecting a Deterministic 4-node Graph pipeline for zero-false-positive Autonomous VAPT
Beyond Free-Roaming Agents: Architecting a Deterministic 4-Node Graph Pipeline for...
信息来源:DEV Community
教程 / 实战普通
I Built an AI agent that is not allowed to decide anything
Most newborn deaths occur in the first week of life, and Day 3 is the single most critical window. By...
信息来源:DEV Community
教程 / 实战普通
我用监控摄像头和 BirdNet-Go 搭建自动鸟类识别系统
作者分享如何用 3 个现有监控摄像头的麦克风运行 BirdNet-Go,实现 24/7 本地鸟类声音识别,无需云服务和订阅费用。系统支持 RTSP 流、Google Perch v2 模型可识别 14,795 个物种、按物种设置 Discord 通知、新物种追踪、BirdWeather 数据共享,并可通过 MQTT 接入 Home Assistant,还能识别蝙蝠和青蛙。
信息来源:Hacker News 热门(buzzing.cc 中文翻译)
教程 / 实战普通
Your agent demo is rigged (mine was too), so I let the judges write the tests
Built for the All Things Agentic Hackathon. The project: an autonomous compliance agent for cannabis...
信息来源:DEV Community
教程 / 实战普通
Tunable CrashLoopBackOff in GKE: Accelerating AI/ML recovery and eliminating risky node hacks
Discover how the General Availability of tunable CrashLoopBackOff in GKE speeds up distributed AI/ML workloads and sidecar initialization without host-level hacks.
信息来源:DEV Community
教程 / 实战普通
I left an AI agent running unattended for a day. Here is everything that broke.
Six failures from the first twenty-four hours of an autonomous agent loop, including the monitor that could not detect the loop stopping, and the book that told its buyer it could not be bought.
信息来源:DEV Community
教程 / 实战普通
I Built an Office Full of AI Developers. They Started Opening Pull Requests.
I built a pixel-art office where ChatGPT, Gemini and Grok work as actual software engineers. Then I gave them access to real repositories.
信息来源:DEV Community · ChatGPT / Gemini / Grok
教程 / 实战普通
Why a machine must be allowed to be wrong
Why a machine must be allowed to be wrong I built meta-science for the All Things Agentic...
信息来源:DEV Community
教程 / 实战普通
Testing Google ADK TypeScript Agents Without Chasing Sentences
The fastest way to make an AI-agent test flaky is to assert the final sentence. You expect: I'll...
信息来源:DEV Community
教程 / 实战普通
Fourteen Speaker Encoders Heard the Same Voice. Their Error Rates Differed Five-Fold.
A speaker encoder turns a few seconds of speech into a vector, and the distance between two vectors...
信息来源:DEV Community
教程 / 实战普通
The LLM Suggests; Code Decides: Building a Cost-Aware Router for Image and Video Models
AI model routing looks deceptively simple: Read the user's prompt. Ask an LLM which generation...
信息来源:DEV Community
教程 / 实战普通
Automate Flutter's New Split Package Migration with AI Agent Skills
How to use dart-sdk-skills to empower your AI coding agent to seamlessly migrate Flutter projects to standalone material_ui and cupertino_ui packages.
信息来源:DEV Community
教程 / 实战普通
IRC-A: Building an Enterprise-Grade Zero-Trust Agent Gateway & Semantic Capability Mesh on Google Cloud
Executive Summary After years building mission-critical systems for Citibank and...
信息来源:DEV Community
教程 / 实战普通
Miro 如何用 Runway 制作 Canvas26 四城活动的开场视频
Miro 品牌团队分享如何完全用 Runway 制作 Canvas26 年度活动的开场视频,并本地化为四个城市的版本。此前年份依赖素材库加 3D 动效,今年每个镜头包括城市景观、人群和入场镜头都以 Runway 生成,再叠加基于 Miro Flows 节点连线设计的 3D 动效。
信息来源:Runway:News(网页)