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
I built a local AI coding agent for VS Code in 4 days — here's how it works
During Meta's Global AI Developer Hackathon, I spent roughly four intensive days building RAME Code,...
信息来源:DEV Community
教程 / 实战普通
TechCrunch Equity 播客讨论中期选举结果如何影响 AI 行业监管
TechCrunch Equity 播客讨论本周美国中期选举民主党胜选对科技业的影响:周二 41 项数据中心相关公投中除一项外多数投票支持收紧数据中心开发限制。节目还谈及 Google 首个卫星数据中心、Marvell 1150 亿美元收购 Lumentum、CrowdStrike 收购两家 AI 安全初创公司等话题。
信息来源:TechCrunch:AI(RSS)
教程 / 实战普通
Quits: a group tab that remembers who doesn't drink
A shared expense tab that learns a group's unwritten rules into Walrus Memory and settles debts in USDC on Sui through Tatum, with x402 payments and an agent bound by a Sui Allowance.
信息来源:DEV Community
教程 / 实战普通
AI coding goes from generation to verification
ICYMI AI: The latest AI trends, delivered to Dev.to Tech Talk: Can (and should) AI verify...
信息来源:DEV Community
教程 / 实战普通
AI Visibility Metrics Need Repeat Sampling Before They Guide Decisions
AI visibility is becoming a regular reporting line for brands and agencies, but a single prompt run...
信息来源:DEV Community
教程 / 实战普通
Salesforce 如何用 Claude Code 将数千名工程师的有效产出翻倍
Salesforce 将 Claude Code 推广至数千名工程师,有效产出翻倍且每行代码的 bug 更少。其工程负责人介绍了与斯坦福研究者共建的 "effective output" 评分来衡量 AI 编码 ROI,并称智能体成熟度曲线让工程师从简单提示词走向覆盖软件开发生命周期的自主智能体。
信息来源:Claude:YouTube(RSS) · Claude
教程 / 实战普通
Floating Versions Are an Open Door: Pin Your Actions and Dependencies
The problem Look at almost any CI workflow and you'll find a line like this: - uses:...
信息来源:DEV Community
教程 / 实战普通
Containing the Autonomous Mind: Sub-Second Zero-Trust Execution with GKE Agent Sandbox
Why standard Kubernetes pods fail when AI agents start writing code and how to build a sub-second,...
信息来源:DEV Community
教程 / 实战普通
Claude Code email in User-Agent headers: how it happened and what the fix covers
Claude Code put the account email in the model's context, and the model used it as a User-Agent contact. What the privacy mod checks and what it misses.
信息来源:DEV Community · Claude
教程 / 实战普通
10 AI Terms Every Developer Should Know to Build Better Systems
In my last speech, I wanted the audience to leave with something they could use beyond a particular...
信息来源:DEV Community
教程 / 实战普通
Prompt Pad: Show Your AI How to Respond with Few-Shot Examples
Want AI to answer in a specific way? Don't just tell it. Show it. In this episode of Prompt Pad,...
信息来源:DEV Community
教程 / 实战普通
[Part 3] Your first steps in Computer Vision on AWS: deploying models for an ASL recognition app
This is the third and final part of the series "Your first steps in Computer Vision on AWS". If you...
信息来源:DEV Community
教程 / 实战普通
MCP servers stopped working in July 2026 — here is the exact change (with a working diff)
If you copied an MCP server example in the last year and it stopped working, you are not doing...
信息来源:DEV Community
教程 / 实战普通
Helmholtz Munich 的 Fabian Theis 谈如何控制生物学与虚拟细胞
Helmholtz Munich 的 Fabian Theis 在访谈中讨论虚拟细胞建模:现有数据集上的扰动预测不够难,不足以支撑复杂算法,应转向 Biohub 刚宣布的 18 亿美元多尺度、多模态数据收集所对应的更大问题。他指出当前评测指标校准不佳,会奖励无信息的均值预测,校准后深度学习模型可超越均值基线。其团队还在用 AI、分子数据、医学影像与临床数据构建精准医疗预测模型。
信息来源:Latent Space(RSS)
教程 / 实战普通
We Built an SRE Copilot That Actually Remembers Past Outages Using Hindsight, FastAPI, and Groq
## **By Manikanta Marathi** • *Lead Site Reliability Engineer, NexusMemory Project* --- ### The...
信息来源:DEV Community
教程 / 实战普通
Make Claude Code render a 6-second title video, not just write the code for one
Ask a coding agent for "an animated title for our launch" and you usually get a page of animation...
信息来源:DEV Community · Claude
教程 / 实战普通
Road to State Machines VII - But Who Owns the State When Many Orders Are Active?
Our order can now wait for an external result without pretending that the operation has already...
信息来源:DEV Community
教程 / 实战普通
The central challenge of working with AI
The central challenge of working with AI is speed vs. quality. Work too slow and your...
信息来源:DEV Community
教程 / 实战普通
1,137 stars, 127 forks, 2,000+ tests. What 8 months of open-source GEO tooling taught me about what AI actually reads
I shipped the first version of GEO Optimizer on February 18, 2026. Eight months later it is at...
信息来源:DEV Community
教程 / 实战普通
EU Finds TikTok’s Addictive Design May Breach the DSA, Signaling Marketing Changes
The European Commission has preliminarily found that TikTok’s service design may breach the Digital...
信息来源:DEV Community
教程 / 实战普通
AI Isn't Killing Junior Developers. It's Breaking the Learning Path.
AI is automating tasks juniors used to learn from. New hiring and QA research shows why the real challenge is rebuilding the path from beginner to experienced engineer.
信息来源:DEV Community
教程 / 实战普通
I built a private, offline AI chat you can run with one command: npx unmuzzled
A local LLM chat app built on llama.cpp, Node and a hand-built web UI, plus what it took to make localhost secure and ship the same model on Android.
信息来源:DEV Community · Llama
教程 / 实战普通
I benchmarked 8 models on our own code reviews. The first bug was ours.
Claude Opus 5.5 failed the same review three runs out of three. Same pull request, same reviewer...
信息来源:DEV Community · Claude
教程 / 实战普通
Cybersecurity in the AI Era
Scams are becoming more convincing. AI tools are gaining more access. A practical guide to trust,...
信息来源:DEV Community
教程 / 实战普通
I built a security-report desk that keeps vulnerabilities under embargo, and the chat platform enforces it
Open-source maintainers are drowning. One well-funded project, OpenSSL, went from about nine...
信息来源:DEV Community
教程 / 实战普通
Azeem Azhar 分析中期选举后数据中心抵制潮如何转化为社区收益
Azeem Azhar 撰文分析美国中期选举后 AI 数据中心遭遇的民意反弹,Nasdaq 市值蒸发逾 2.5 万亿美元,44 项地方限制数据中心提案中 43 项获通过。
信息来源:Azeem Azhar:Exponential View(RSS)
教程 / 实战普通
tmux vs Zellij vs Hermes IDE: Five CLI Agents, and Which One Is Waiting on You
Five Claude Code and Codex sessions, one blocked on you. Real tmux and Zellij configs, what Hermes IDE adds, and where a multiplexer still wins.
信息来源:DEV Community · Claude
教程 / 实战普通
I Put My Coding Agent to Work Finding Clients
I gave my coding agent a test offer: writing comparison pages for B2B software companies. Then I...
信息来源:DEV Community
教程 / 实战普通
We Merged 3 Repositories Into 1. Then AI Said: Roll It All Back.
A failed CI check nearly turned a successful FastAPI and BigQuery consolidation into an unnecessary rollback. Here's what one Boolean condition taught us about AI-assisted engineering.
信息来源:DEV Community
教程 / 实战普通
千问工作助理教程:给电视加数学门禁和清除开机广告
千问APP整理了两个用户用千问工作助理改造电视的案例。用户@小冯冯让千问给电视搭控制台,孩子答对5道数学题解锁45分钟观看时间,家长可在手机端查看正确率并调整时长;用户@苏大讲AI 借助开源项目 cleanyourtv,让千问自动备份原厂应用并停用广告服务,约10分钟完成去广告,且可一键还原。操作需电视与电脑连同一Wi-Fi、开启开发者模式和ADB调试并提供设备型号与IP地址。
信息来源:公众号:千问APP(阿里) · Qwen
教程 / 实战普通
Using Evil Spirits To Cast Out Evil Spirits!
Hey everyone 👋, This post is something I have been sitting on for a while, and I am finally writing...
信息来源:DEV Community
教程 / 实战普通
The "Magic Pill" Delusion: Why AI Licenses Won't Fix Broken Platform Engineering
The "Magic Pill" Delusion: Why AI Licenses Won't Fix Broken Platform Engineering TLDR: AI...
信息来源:DEV Community
教程 / 实战普通
Edge SpAIce Shows How Onboard AI Can Detect Marine Litter From Orbit
The EU-funded Edge SpAIce project has demonstrated an onboard AI approach for detecting marine litter...
信息来源:DEV Community
教程 / 实战普通
AI Agents Have a Human Problem
We are entering a new era of software development. AI agents can write code, refactor existing...
信息来源:DEV Community
教程 / 实战普通
My agents kept dropping what resisted. 10 of my 19 vetoes were about that.
On September 30, an agent was building a catalogue of every setting in our back-office, nearly three...
信息来源:DEV Community
教程 / 实战普通
Build a JTL Cloud App with an AI Agent
What if you could turn a short prompt into a working JTL Cloud App, complete with access to real ERP...
信息来源:DEV Community
教程 / 实战普通
Four on-device TTS models on one CPU core: LinnetTTS, Piper, Kokoro, pocket-tts
Most CPU TTS writeups benchmark one model in isolation. When you are building a voice product, that...
信息来源:DEV Community
教程 / 实战普通
The Complete Guide to RAG, MCP, LangGraph, Embeddings, and Beyond
A practical field guide to the concepts, architectures, and free-versus-professional tools behind...
信息来源:DEV Community
教程 / 实战普通
Moved Your Repo Folder? Every Agent Worktree Broke. git worktree repair Fixes It
Worktrees link to your repo by absolute path, so a mv breaks every agent's checkout. Fix it with git worktree repair, then prevent it with relative paths.
信息来源:DEV Community
教程 / 实战普通
Turning GPT GIFs into a cat film: what smoothing fixed, and what it didn’t
A cat crosses a room, jumps onto a windowsill, watches a bird, curls up and falls asleep. That became...
信息来源:DEV Community · GPT