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
The Gemini breakout is a judge problem, not a jailbreak problem
Google confirmed Friday that its Gemini agent "hacked" three companies back in May as part of a test...
信息来源:DEV Community · Gemini
教程 / 实战普通
Hyphae Atlas: An Agent That Won’t Call a Database Migration Safe Without Receipts
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
I Built a Self-Hosted AI Engineering Team That Won't Push Code Without My Approval
Coding agents are good at writing code and bad at knowing when they're wrong. I've watched an agent...
信息来源:DEV Community
教程 / 实战普通
The MCP server that changes its mind after you approve it
MCP tool descriptions are re-fetched on every connection and nothing pins them. A server can behave correctly during review and change afterwards.
信息来源:DEV Community
教程 / 实战普通
"98% of Vibe-Coded Apps Have a Security Flaw — I Scanned My Own First, Then Built a Free Tool to Check Yours"
I built a free scanner that checks if your Lovable/Bolt/Base44 app is leaking data — here's...
信息来源:DEV Community
教程 / 实战普通
No Board of Directors Will Ever Accept "The AI Hallucinated": The Blame Deficit in Software Engineering
Picture this scenario: It's 9:15 AM on a Monday morning. The payment service collapsed over the...
信息来源:DEV Community
教程 / 实战普通
A self-hostable AI workstation with a coding agent and answer-checking (Flywheel 1.0.1)
Flywheel is a self-hostable AI workstation and coding harness. You run it on your own machine, point...
信息来源:DEV Community
教程 / 实战普通
Vibe Code Prototype
What I Built Vibe‑Code is a prompt‑driven prototype that generates a lightweight content...
信息来源:DEV Community
教程 / 实战普通
License Referee — a compatibility ruling agent backed by 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
Elvis Saravia 用 Jev 为智能体框架 /goal 功能构建自定义验证器
Elvis Saravia 用 Jev 为智能体框架的 /goal 功能构建自定义验证器,每轮对话后检查目标是否真正完成,使持续验证成本低到可规模化。此前这类验证由另一个昂贵的推理模型承担,现在可更频繁运行以让智能体保持正轨。
信息来源:X:Elvis Saravia (@omarsar0, DAIR.AI)
教程 / 实战普通
I'm an architect. I built an AI agent that draws - and outputs IFC models
Every coding agent I tried could write files. None of them could use the computer. I'm an architect....
信息来源:DEV Community
教程 / 实战普通
AI Didn’t Build My Backend for Me. I Used It as My Copilot.
When we were given our project, CourierIQ, I knew I wanted to use it as an opportunity to learn...
信息来源:DEV Community
教程 / 实战普通
I created a catalog with embeds for your projects 💎
Hello everyone! Today, I’d like to introduce a new version of EmbedCatalog. It’s a personal project...
信息来源:DEV Community
教程 / 实战普通
Software Engineering Still Matters
Since software was first invented, many tech executives have relentlessly attempted to reduce the...
信息来源:DEV Community
教程 / 实战普通
Stop Letting Your README Rot: Auto-Sync It on Every Push
Stop Letting Your README Rot: Auto-Sync It on Every Push Every developer has lived this:...
信息来源:DEV Community
教程 / 实战普通
Worktrunk: Git Worktrees Made Simple for Parallel AI Agents
AI coding agents like Claude Code and Codex can now work on longer tasks without supervision. That...
信息来源:DEV Community · Claude
教程 / 实战普通
I Built a Pretty Cool SaaS. Now What?
Hello! My name is Sergio, but everyone calls me Wolf. This is the first piece in a series I plan to...
信息来源:DEV Community
教程 / 实战普通
Docling: Turn Messy Documents into Clean Data for Your AI App
The problem If you've built anything with LLMs, you've hit this wall: your data lives in...
信息来源:DEV Community
教程 / 实战普通
1,558 Tests Green and No Auth: The Tests That Never Actually Ran
A test named test_all_adapters_importable asserted nothing. It would pass forever, even if every...
信息来源:DEV Community
教程 / 实战普通
Desmistificando a Inteligência Artificial: O que é, Principais Características e Como Funciona na Prática 🚀
Olá, DEV Community! 👋 Este é o meu primeiro post por aqui, e decidi começar abordando um dos tópicos...
信息来源:DEV Community
教程 / 实战普通
Two Agents, Not Five
AI helped me ship more this summer. Learning to stop has been harder. Between 15 June and 17 August...
信息来源:DEV Community
教程 / 实战普通
I open-sourced 3 small Node utilities I pulled out of building an edtech platform
I've spent the last while building MCQplex, an exam-prep platform for Nepal's NEB curriculum. Along...
信息来源:DEV Community
教程 / 实战普通
Why AI Gets Your Technical Question Wrong, and How to Check Before You Paste
The dangerous AI answer is not the one that fails. It is the one that looks right, reads with total...
信息来源:DEV Community
教程 / 实战普通
anything2explainer Packages Remotion Explainers as an Agent Skill
anything2explainer gives Claude Code and Codex a staged Remotion workflow for narrated videos, with editable shots, four user checkpoints and bilingual output.
信息来源:DEV Community · Claude
教程 / 实战普通
Your AI Agent Is a Confused Deputy
In 1988, a compiler was tricked into overwriting a billing file. Agents make the same mistake at machine speed.
信息来源:DEV Community
教程 / 实战普通
The Hardest Part of Building Software Isn’t Writing Code
I used to think becoming a better developer meant learning more...
信息来源:DEV Community
教程 / 实战普通
Token-Efficient Agentic Development — Part 1: What Are You Actually Paying For?
AI-assisted development is rapidly moving beyond autocomplete and simple chat interfaces. We are...
信息来源:DEV Community
教程 / 实战普通
The model is the easy part. What building Dantiva taught me
Dantiva turns a photo into a short video. You pick a template, upload a picture, and a few minutes...
信息来源:DEV Community
教程 / 实战普通
Your RAG Pipeline Can Be Fast and Still Be Wrong: A Developer's Guide to Embedding Evaluation
Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review...
信息来源:DEV Community
教程 / 实战普通
Awwwards-mcp - MCP server that gives agents design references from award-winning sites
Built an MCP server that turns awwwards.com into an agent-readable design library. 7 tools over stdio...
信息来源:DEV Community
教程 / 实战普通
Claude Code Session Compaction in 2026: How Context Summarization Works and What Your Agent Forgets
Claude Code Session Compaction in 2026: How Context Summarization Works and What Your Agent...
信息来源:DEV Community · Claude
教程 / 实战普通
How I Built an Offline AI-Powered HTML to WordPress Theme Generator
A technical breakdown of using a local AI model + RAG to convert static HTML sites into installable...
信息来源:DEV Community
教程 / 实战普通
Hired a marketing co-founder and she found me a job
I hired a marketing co-founder and she found me a job Not the plan. We're three people building a...
信息来源:DEV Community
教程 / 实战普通
MCP vs. API Explained: Do We Still Need APIs After MCP?
No. MCP doesn't replace APIs — it sits on top of them. An MCP server is, almost always, a thin...
信息来源:DEV Community
教程 / 实战普通
Rust 开发者用 Zig 重写 jsonpath-rust 的体验:Zig 作为 Rust 衍生项目给人留下怎样的印象
一位有 7 年经验的 Rust 开发者用 Zig 重写了其 Rust 项目 jsonpath-rust,实现 RFC 9535 规范的 zig-jsonpath。
信息来源:Hacker News 热门(buzzing.cc 中文翻译)
教程 / 实战普通
Valid Schema, Wrong Content: Using Jev to Guard a Google ADK Agent
Schema-valid is not content-correct · Part 1/3 It starts with a storyboard a...
信息来源:DEV Community
教程 / 实战普通
Meta Muse 智能体周末玩法指南:五种超出邮件和日程的用法
Alexandr Wang 转引 @petergyang 对 Muse 的周末用法总结,列出五种超出常规邮件和日历工作流的玩法:个性化 Feed、在线填表和比价、通过 Instagram/Threads/Messenger 及桌面端 iMessage 监控私信、用照片在 Facebook Marketplace 上架和搜低价,以及代打客服电话并代表用户与人工客服沟通。
信息来源:X:Alexandr Wang(Scale AI 创始人/Meta 首席 AI 官) (@alexandr_wang)
教程 / 实战普通
Jev 如何进化智能体 harness 体验
Elvis Saravia 将 Jev 集成进自建 harness,认为它不只是更快更便宜,而是能解锁此前受成本、延迟或缺少合适原语限制的智能体体验。Jev 可用于分类、控制流、确定性工作流和大规模标注,并通过智能决策、结构化智能与按需上下文管理提升可靠性。他还看好 Jev 在动态 UI、LLM 评审、验证器与合成高质量数据上的潜力,完整指南即将发布。
信息来源:X:Elvis Saravia (@omarsar0, DAIR.AI)
教程 / 实战普通
Stećak Oracle: Exploring Medieval Stone Monuments with Sanity and Gemini
I decided to build something around a subject that is very close to where I live: stećci, the...
信息来源:DEV Community · Gemini
教程 / 实战普通
AI Is Making You a Worse Engineer and a Better Employee
Somewhere in the last few years, "good at your job" and "good at your craft" quietly stopped meaning...
信息来源:DEV Community