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
WordPress Performance From The Code Side — No Plugins Needed
WordPress Performance From The Code Side — No Plugins Needed Every WordPress site...
信息来源:DEV Community
教程 / 实战普通
Your Agent Remembered the Fact. It Answered Like a Stranger.
A memory system can return the exact fact a request depends on whenever that fact is named, and still...
信息来源:DEV Community
教程 / 实战普通
Debugging the Black Box: Why Session Replay, Error Tracking, and Structured Logs Are the Missing Observability Layer for Production AI Agents
AI agents in production fail silently in non-deterministic ways. Learn the observability architecture—session replay, semantic error tracking, and structured logs—that makes them debuggable.
信息来源:DEV Community
教程 / 实战普通
Attention is simpler than you think - A hand-crafted superhero transformer
Part of the TechAarvam workshop support files — Build Your Own Model. Attention is...
信息来源:DEV Community
教程 / 实战普通
We Let Claude Code Refactor Our 200K-Line Java Monolith. Here's the Honest Result.
A real post-mortem on 6 weeks of AI-assisted refactoring — what it got right, what it silently broke, what we'd do differently, and the hybrid model we actually shipped.
信息来源:DEV Community · Claude
教程 / 实战普通
EU Opens €96 Million in Cybersecurity Calls Covering AI Tools, SMEs and Cable Resilience
The European Union has opened seven new cybersecurity funding calls worth a combined €96 million...
信息来源:DEV Community
教程 / 实战普通
One Visual Rule from a 3.2M-View TikTok — Rebuilt with an MCP Agent
A “dog as a skateboard” AI clip had about 3.2 million views on TikTok when I checked on September 6,...
信息来源:DEV Community
教程 / 实战普通
I Built a Local Gateway for Using ChatGPT and Gemini from VS Code
A local, Docker-based gateway that connects VS Code to ChatGPT and Gemini browser sessions.
信息来源:DEV Community · ChatGPT / Gemini
教程 / 实战普通
Wiring a Reachy Mini into OpenClaw without trusting the robot
I put a Reachy Mini in the living room. It is a small desktop robot from Pollen Robotics, now part...
信息来源:DEV Community
教程 / 实战普通
MU/TH/UR 6000: an anonymous AI terminal, a full tour
I built a free AI terminal where you never make an account — and I styled it as the ship computer...
信息来源:DEV Community
教程 / 实战普通
AI-LMC Phase 00 — I just wanted to make easy money with AI, so obviously I'm now building a legacy app from scratch 🐼 (Part 1)
I want to make money with AI. Ideally, easy money. To put it more precisely: I want to hand as...
信息来源:DEV Community
教程 / 实战普通
Is AI Making Us Slower?
It feels like the industry’s new mantra isn't building software anymore, but manufacturing...
信息来源:DEV Community
教程 / 实战普通
🤖 What happens when your AI agent trusts outdated docs? I built Docgrity to find the gaps.
🚨📢Launching Docgrity 🚀: Documentation integrity for you, your team, and your agent friends. 🤖 ...
信息来源:DEV Community
教程 / 实战普通
How I review AI agent PRs in 10 minutes (checklist you can steal)
AI-generated pull requests are getting better at looking finished. That is exactly why I review them...
信息来源:DEV Community
教程 / 实战普通
What Comes After LLMs? Mamba, Diffusion & World Models
AI hype follows a rhythm: roughly every three years, the architecture everyone is betting on gets...
信息来源:DEV Community
教程 / 实战普通
The Difference Between an AI Chatbot and an AI Agent
If you ask a normal AI chatbot something like “what is the weather in Mumbai right now?”, it will...
信息来源:DEV Community
教程 / 实战普通
The AI Agent Remembered Everything. That Was the Failure.
Two isolated checks can pass while persistent agent memory turns an unsupported customer claim into permission to act.
信息来源:DEV Community
教程 / 实战普通
Building AI Skills: GitHub Copilot Extensions, Claude Tools, and Reusable Agent Capabilities
One skill, three platforms. A complete guide to building a custom capability for GitHub Copilot, Claude, and your own AI agents — with real code, architecture diagrams, and a decision framework for when to use each.
信息来源:DEV Community · Claude
教程 / 实战普通
I built a study operating system so AI would stop doing my learning for me
A practical workflow that connects fundamentals, college, certifications, real hiring challenges, and an auditable AI learning log.
信息来源:DEV Community
教程 / 实战普通
Your CLAUDE.md has zero tests. Here's what happened when I broke mine on purpose.
Claude Code shipped roughly 25 releases last month. My setup, 400 lines of CLAUDE.md, four skills and...
信息来源:DEV Community · Claude
教程 / 实战普通
EU Child Survey Highlights Reporting Follow-Up as a Priority for Online Platforms
Children want more than a report button when they experience cyberbullying online. Results from an...
信息来源:DEV Community
教程 / 实战普通
From Joint State-Transition Prediction to Language: A Minimal Predictive Hypothesis of Intelligence
Abstract This paper proposes a minimal hypothesis connecting physical structure,...
信息来源:DEV Community
教程 / 实战普通
I built 4 tiny AI tools for freelancers instead of one mega-chatbot
Aegis Tools: resume, proposal, outreach, and IG caption utilities for freelancers. USDC on Base.
信息来源:DEV Community
教程 / 实战普通
Finding the AI Agents That Actually Matter with Leave-One-Out Ablation
Introduction Modern AI systems rarely rely on a single model anymore. A fraud detection...
信息来源:DEV Community
教程 / 实战普通
A Good AI Workflow Brief Needs More Than a Prompt
Most AI workflow failures do not begin with a bad model response. They begin one step earlier, when a...
信息来源:DEV Community
教程 / 实战普通
Building Ask Leya: Lessons Learned from Local ONNX Embeddings, Prisma Migrations, and Express Async Handlers
Why build another chat widget? Because every widget I tried either followed a rigid script or...
信息来源:DEV Community
教程 / 实战普通
AI Didn't Kill the Need for System Design. It Just Made Bad System Design Easier to Ship.
Intro AI Didn't Kill the Need for System Design. It Just Made Bad System Design Easier to...
信息来源:DEV Community
教程 / 实战普通
I Built a 74-Tool Apple Music MCP Server for Claude & Cursor (Autonomous DJ, Spotify Importer & AirPlay)
What if your AI coding assistant or desktop agent could actually control your music like a pro DJ...
信息来源:DEV Community · Claude / Cursor
教程 / 实战普通
Generation Got Cheap. Verification Didn't: What AI Actually Changed About Software Development
There are two camps at work right now.One group swears that AI has made them ten times more...
信息来源:DEV Community
教程 / 实战普通
The Memory Engine Will Become the Enterprise's Next Database
Disclosure: we are the authors of NylonME. This is a piece of opinionated vendor content — but the...
信息来源:DEV Community
教程 / 实战普通
Building an Edge AI People Counter: The Parts After Detection
A working people counter produces an entry or exit event, not a box drawn around a person. The...
信息来源:DEV Community
教程 / 实战普通
Same Model, 13.3% to 38.3%
OpenAI changed two API settings on ARC-AGI-3 and GPT-5.6 Sol went from 13.3% to 38.3% while spending six times fewer output tokens. Same model, same weights, same benchmark.
信息来源:DEV Community · OpenAI / GPT
教程 / 实战普通
Choosing an Agent Memory Engine: A Six-Dimension Evaluation Framework
Disclosure: we are the authors of NylonME. This is naturally a bit of "the seller praising their...
信息来源:DEV Community
教程 / 实战普通
From 47 to 84: The Full LoCoMo Benchmark Record of the NylonME Memory Engine
Every number in this article comes from reproducible evaluation scripts. Measurement basis: LoCoMo...
信息来源:DEV Community
教程 / 实战普通
Why AI Is Making Me See More Bad Design — and What My Figma ↔ Code Experiment Taught Me
My name is Olena Ivlieva. My professional path has taken me from UX/UI Designer → UI Engineer →...
信息来源:DEV Community
教程 / 实战普通
Stratagems #29: Leo Counted 164 Nodes. The AI's Blossoms Had One Root.
Dress a tree in borrowed blossoms, and it looks alive. The roots still tell the truth. — The 36...
信息来源:DEV Community
教程 / 实战普通
I benchmarked 9 object-detection models on the same GPU — here's what changed
I benchmarked 9 object-detection models on the same GPU — here's what changed Published...
信息来源:DEV Community
教程 / 实战普通
Start Your React Rule File With State. Here Is How to Write That Section.
A friend of mine decided last spring that he was finally going to write down his coding standards so...
信息来源:DEV Community
教程 / 实战普通
Mistral Expands Regional AI Inference, Open Models and European Compute Plans
Mistral AI has expanded its sovereignty-focused AI platform with regional inference endpoints,...
信息来源:DEV Community · Mistral
教程 / 实战普通
I Made Claude Code Prove Billing End-to-End Before I Let It Ship
I’ve been using coding agents for a while, but during the last release of a SaaS project I changed...
信息来源:DEV Community · Claude