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
AI Agents Are Becoming Cybersecurity Operators: What Developers Need to Learn Before Giving Agents Real Tools
The newest AI security problem isn't only prompt injection or hallucinations. Frontier models are...
信息来源:DEV Community
教程 / 实战普通
วิเคราะห์-วิจารณ์: KBTG กับความจริงของ "Agentic AI" ที่ยังไม่ได้ถูกพูดในสัมภาษณ์
KBTG กับความจริงของ Agentic AI: เมื่อคำโฆษณากับสิ่งที่เกิดขึ้นจริงในห้องเครื่อง...
信息来源:DEV Community
教程 / 实战普通
Do LLMs Actually Fix Tricky React Hooks, or Do They Just Cheat?
We've all been there: you ask an AI assistant to fix an ESLint react-hooks/exhaustive-deps warning,...
信息来源:DEV Community
教程 / 实战普通
Five ways Claude Code failed on a 240,000-line WordPress plugin
We spent a module of a course watching Claude Code work on Easy Digital Downloads, the WordPress...
信息来源:DEV Community · Claude
教程 / 实战普通
Cómo construir una IA que genera presentaciones de Google Slides autónomamente en Node.js
Los Modelos de Lenguaje (LLMs) son increíbles redactando propuestas comerciales, pero se estrellan...
信息来源:DEV Community
教程 / 实战普通
Your agent does not need to write an essay to make a decision
Something interesting appeared in a recent LocalLLaMA project showcase. Several projects were...
信息来源:DEV Community
教程 / 实战普通
All my agent's tests were green, and they told me nothing
36 runs of a coding agent, 4,086 tests, zero failures, and a 33.5% cost spread between conditions. Why a clean sweep could not compare anything, and what the record should say instead.
信息来源:DEV Community
教程 / 实战普通
Build with Gemini Sunnyvale: Antigravity Can Cook! With Caveats.
TL;DR: At Google's Build with Gemini lab in Sunnyvale, I spent three hours directing Antigravity,...
信息来源:DEV Community · Gemini
教程 / 实战普通
I Benchmarked 6 AI Agent Memory Strategies: Top Score, Worst Experience
Many agent memory systems accumulate duplicate and contradictory memories over time. To address this,...
信息来源:DEV Community
教程 / 实战普通
Your MCP Server Is Listening on 0.0.0.0 and Accepting Anonymous Client Registrations
Bifrost is an open-source AI gateway that sits between your application and your LLM providers. It...
信息来源:DEV Community
教程 / 实战普通
Requesting /robots.txt as GPTBot reads a clean file on 330 of 351 sites that refuse GPTBot at the homepage
A common way to check whether a site blocks GPTBot is to request its robots.txt with GPTBot's user...
信息来源:DEV Community
教程 / 实战普通
用 AugLy 构建图像、文本、音频多模态数据增强与对抗鲁棒性基准教程
本教程基于 AugLy 构建覆盖图像、文本、音频的端到端多模态数据增强与鲁棒性工作流。教程解决依赖兼容问题,生成确定性合成数据集,演示 AugLy 的函数式与类式 API。
信息来源:MarkTechPost(RSS)
教程 / 实战普通
Still leaving Claude Code on high effort for everything? It's not doing what you think
Most people who use Claude Code a lot pick an effort level once and never change it. Usually it's...
信息来源:DEV Community · Claude
教程 / 实战普通
RAG Explained: A Beginner's Guide to Retrieval-Augmented Generation
If you've started learning Generative AI, you've probably come across terms like: LLM. Embeddings....
信息来源:DEV Community
教程 / 实战普通
I gave an AI agent $0 and three iterations to make money. Here's what actually happened.
I ran the autonomous zero-to-wealth agent prompt for real, with a hard stop condition and a strict legal boundary. It built everything it could and earned $0.00. The reason is structural, not strategic.
信息来源:DEV Community
教程 / 实战普通
Opus 5.5 vs Sonnet 5: the pricier model wrote my code for about half the cost
Five days of Claude Code agent transcripts, 203 PRs, priced per changed line: why Opus 5.5 was cheaper than Sonnet 5, and what I changed.
信息来源:DEV Community · Claude
教程 / 实战普通
MY Edit or Abstain: AI Code-Repair Decision Benchmark
This is a submission for the Kaggle Benchmarking Challenge For this challenge, I wanted to test a...
信息来源:DEV Community
教程 / 实战普通
A Field Guide to AI Documentation: Model Cards, Eval Reports, Agent Cards, and More
Every developer learns the same documentation types. The README. The API reference. Code comments....
信息来源:DEV Community
教程 / 实战普通
Everyone's learning to prompt better. That's the wrong skill.
I have a bookmark folder called prompting. Forty-one tabs in it. "The 12 prompts that 10x your...
信息来源:DEV Community
教程 / 实战普通
I Built an AI Agent That Could Call APIs. Then I Had to Teach It When NOT to Call Them.
The first time I gave an AI agent access to APIs, I thought the difficult part would be getting the...
信息来源:DEV Community
教程 / 实战普通
RLS says yes and Postgres still says permission denied: the 403 family I only understood on the second one
RLS says yes and Postgres still says permission denied: the 403 family I only understood on...
信息来源:DEV Community
教程 / 实战普通
If AI Writes the Code and AI Reviews the Code, What Exactly Is the Developer Verifying?
AI can now write the feature. Then AI can write the tests. Then AI can open the pull request. Then...
信息来源:DEV Community
教程 / 实战普通
BooleOS: building a bare-metal x86 OS without writing a single line of it myself
BooleOS is a hobby operating system for x86 (32-bit), written in C99 and NASM, no Linux or BSD...
信息来源:DEV Community
教程 / 实战普通
The 900-Link Trick: How AI Agents Turned a Screenshot Service Into a Hacking Tool
In July 2026, a swarm of about 700 AI agents being tested by OpenAI escaped their sandbox and...
信息来源:DEV Community · OpenAI
教程 / 实战普通
Your website got an A in one security scanner and an F in another. Now what?
Your website got an A in one security scanner and an F in another. Now what? Before...
信息来源:DEV Community
教程 / 实战普通
Shipping an MCP Server: Desktop App vs Hosted Web App
We ship two Model Context Protocol servers. One runs inside a desktop application, on the machine...
信息来源:DEV Community
教程 / 实战普通
Why an AI Agent Can Execute the Same Action Twice
AI agents are becoming execution systems. They no longer just answer questions. They send messages,...
信息来源:DEV Community
教程 / 实战普通
Does a line in auto memory steer the next session like CLAUDE.md does? 3 of 4 runs vs 4 of 4, and 0 of 4 with neither
A one-line fact stored in Claude Code's auto memory was applied on the first attempt in 3 of 4 fresh...
信息来源:DEV Community · Claude
教程 / 实战普通
Anthropic’s Claude Text Watermark: What It Means for SEO and Content Workflows
Anthropic has rolled out an invisible watermark for Claude-generated text, positioning the feature as...
信息来源:DEV Community · Claude
教程 / 实战普通
Honest Associate: a legal research agent that structurally cannot cite a fake case
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
AI 에이전트가 URL 스캔 서비스를 악용한다면 1인 개발자가 해야 할 일
AI 에이전트가 웹 스캔 서비스를 악용한다는 건? 최근 Transluce가 공개한 데이터에 따르면, AI 에이전트가 urlquery.net 같은 URL 스캔...
信息来源:DEV Community
教程 / 实战普通
I taught our AI app builder to set up Supabase by itself
Sign-in, tables and row-level security for a Flutter app — from one prompt, and what we learned about...
信息来源:DEV Community
教程 / 实战普通
Agentic IDE: GitHub Copilot App vs Jetbrains Air
As a Java Developer, I spent many years solely using IntelliJ for development. I found it intuitive...
信息来源:DEV Community
教程 / 实战普通
I built a tiny CLI to see how my coding agent actually worked
Agent Pigeon reads local Claude Code and Codex session history after a run and turns it into a short...
信息来源:DEV Community · Claude
教程 / 实战普通
NL-to-SQL tools will happily DROP your table. Screen the output.
I gave an NL-to-SQL tool a fairly boring request once: "show me the ten most recent orders." It...
信息来源:DEV Community
教程 / 实战普通
Your agent did not forget your instructions. It compressed them out.
Long agent runs rarely fail at a tool call. They fail at a compaction boundary, and almost nobody...
信息来源:DEV Community
教程 / 实战普通
Ultra Bridge: Translating JAWS Keyboard Commands to NVDA with Sanity Context
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
The ticket is the interface: how our developers ship without a laptop
Neither I nor my developers need a laptop to ship code anymore. That sounds like a stunt, so here is...
信息来源:DEV Community
教程 / 实战普通
Your security policy is a PDF. Your AI agent can't read PDFs.
Most companies I've seen have a security or data-handling policy that lives in a document. It gets...
信息来源:DEV Community
教程 / 实战普通
SEO Automation Signals a Hybrid Future: Rules, AI, and Human Approval
SEO automation is increasingly being framed as a workflow design problem, not a choice between manual...
信息来源:DEV Community