AI Tutorials & Practice
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。
Category articles4771
当前页39 / 120
UpdatesPermanent archive
Category articles
按发布Time从新到旧 · 每页 40 stories
TutorialsOrdinary
The 5 Layers Behind Every AI App
It's been some time since the introduction of AI and now it has become an essential part of our life,...
Source: DEV Community
TutorialsOrdinary
Devs, Would You Mind Answering One Question?
It's been about two months since I started actually running this, not just building it, and I keep...
Source: DEV Community
TutorialsOrdinary
6 Ways You're Using Claude Code Like a Chatbot — And What Tech Leads Do Instead
If your workflow is "paste code, ask nicely, copy the answer back, repeat," you're not using an AI...
Source: DEV Community · Claude
TutorialsOrdinary
Your agent says "done" — and nothing ran
Three measured ways an agent run reported success while the work never happened — and the smallest check that catches each one.
Source: DEV Community
TutorialsOrdinary
n8n Agents Brings Standalone AI Assistants to No-Code Business Automation
n8n has introduced n8n Agents, a preview feature that expands the automation platform beyond fixed...
Source: DEV Community
TutorialsOrdinary
Same Patient, Conflicting Documents: Can AI Preserve the Evidence?
A synthetic experiment for Symptomato shows how an omitted source can hide a conflict, even when the final accepted value is correct.
Source: DEV Community
TutorialsOrdinary
I Built an Idle Game With an AI Pair Programmer. Here's What Actually Got Hard.
I've spent the last few months building Galactic Idle, a space-empire incremental game, using Vue 3,...
Source: DEV Community
TutorialsOrdinary
The recipe you cannot test yourself
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
TutorialsOrdinary
Seven ways AI agents cheat on tests. Three of them got me.
My coding agent is a lot like a very eager intern who's been told they'll get a gold star when the...
Source: DEV Community
TutorialsOrdinary
Does your model know when it doesn't know? A benchmark for the ESCALATE answer
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Most...
Source: DEV Community
TutorialsOrdinary
10 Security Lessons from Building a Windows MCP Server
Why I Built This I use Claude, Cursor, and ChatGPT daily. I wanted them to control my...
Source: DEV Community · ChatGPT / Claude / Cursor
TutorialsOrdinary
An Italian copy reviewer that cites its style guide, built on Sanity Context
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
Source: DEV Community
TutorialsOrdinary
Drum Bun: an agent that knows Romania rewrote its vignette this week
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
Source: DEV Community
TutorialsOrdinary
Building a Production-Grade Multi-Modal Invoice Parser in n8n for $0.0015 Per Document (Zero OCR)
Ditch brittle OCR regex pipelines and expensive SaaS fees. Build a deterministic multi-modal invoice extractor in n8n with Gemini Flash.
Source: DEV Community · Gemini
TutorialsOrdinary
Slopsquatting: Your AI Invented a Package, and an Attacker Was Waiting
You ask your AI assistant how to do something. It gives you clean, confident code, with an install...
Source: DEV Community
TutorialsOrdinary
187 live prompts, 27 bugs: what testing my local AI agent against a real 7B model taught me
I've been building CORTEX, an AI agent that runs entirely on my own laptop. It plans a task, runs...
Source: DEV Community
TutorialsOrdinary
What Happens When an AI Agent Goes Through a Real Development Workflow?
I’ve been experimenting with an AI-Driven Development workflow at Relipa, and one thing became clear:...
Source: DEV Community
TutorialsOrdinary
Your AI guardrail is green. It's also catching nothing.
The scariest security failure isn't the guardrail that's down, or the one that's weak. It's the one that's running, passing every health check, and quietly configured to catch nothing — green by construction. I found one in a benchmark of …
Source: DEV Community
TutorialsOrdinary
CodeSmith:Like Jev A -Harness for Cheap Brains
Prologue: Like Jev — A Harness for Cheap Brains Source version of CodeSmith: v0.5.0...
Source: DEV Community
TutorialsOrdinary
VRAM for local LLMs: why memory bandwidth sets your tokens per second
VRAM for LLMs is a bandwidth problem: every token streams the whole model from memory. Bandwidth per tier, the 20x offload cliff, and what fits in 16, 24 or 48 GB.
Source: DEV Community
TutorialsOrdinary
Logbook of a Spec-Driven Developer
Building a 45k-line app with AI agents: what worked, and what broke “Now that we have AI, why can’t...
Source: DEV Community
TutorialsOrdinary
N-grams: the language model before language models
Before transformers, before word embeddings, before anyone said "attention is all you need",...
Source: DEV Community
TutorialsOrdinary
14 Personal AI Agents in 2026: A Technical Guide to Architecture, Memory, Tools & Autonomy
The New Personal Agent Era: 14 Architectures Redefining Personal AI For the past few...
Source: DEV Community
TutorialsOrdinary
SignalForge: Building a Memory-Enabled Competitive Intelligence Agent
Competitive intelligence is not simply about knowing what competitors are doing today. The real...
Source: DEV Community
TutorialsOrdinary
Driving Your Real Microsoft Edge Tabs from AI Agents with edge-agent-bridge
Most browser automation tools built for AI agents start from an inconvenient premise: they assume...
Source: DEV Community
TutorialsOrdinary
My Coding Agent Built a Gas Station Monitor
At 02:01 one night, Telegram got a message from my personal portal: 🟢 You can go for 95-octane It...
Source: DEV Community
TutorialsOrdinary
AI Coding Tips I Actually Use Every Day (Cursor + Angular)
I've been talking to my editor, asking one AI model to review another's work, and letting agents...
Source: DEV Community · Cursor
TutorialsOrdinary
I've been a developer for 10 years. AI just showed me I only had one real skill."
Last Sunday I built an invoice tracker for a friend who runs a small shop. Nothing clever. I...
Source: DEV Community
TutorialsOrdinary
How an agent verifies a webpage it can never look at
mount, flush, fakeServer and mountRouting. The four helpers that let an agent verify a page the way the app uses it, from vitest, without a server or a browser.
Source: DEV Community
TutorialsOrdinary
A sandboxed agent asked for one wider tier. The answer had to be a protocol, not a dialog box.
Our agent runs commands through three confinement tiers: read-only, workspace-write,...
Source: DEV Community
TutorialsOrdinary
Bureau of Almost-Happened Events — a counterfactual archive on a document graph
Bureau of Almost-Happened Events A counterfactual story archive where every docket is a...
Source: DEV Community
TutorialsOrdinary
The Data Was Public. The Agent Path Wasn't. So His Mock Became My Documentation.
Two commands against the same data. Run them yourself: $ curl -sS --get...
Source: DEV Community
TutorialsOrdinary
Physical AI: Why the Next Big Frontier Is Giving Software Agents Hands
Why physical AI is the next step for reasoning models: long-horizon tool loops, hardware as stateful APIs, humanoid robots, and Isaac Lab gear assembly.
Source: DEV Community
TutorialsOrdinary
KontrakAman: Ketika AI Agent Turun Tangan Membela Hak Pekerja Indonesia
Berapa banyak dari kita yang benar-benar membaca setiap pasal di kontrak kerja sebelum...
Source: DEV Community
TutorialsOrdinary
I built an open-source browser agent that runs on your local LLM (and now plugs into Claude Code via MCP)
Most "AI in the browser" extensions I tried had the same three problems: closed source, locked to one...
Source: DEV Community · Claude
TutorialsOrdinary
Claude Fable 5.1 solves the Cyphral Distich, then hacks a chess eval
Claude Fable 5.1 solved the Cyphral Distich, a 1653 cipher, in 44 minutes: the key was the book. The same week it hacked a chess eval in 3 of 10 games.
Source: DEV Community · Claude
TutorialsOrdinary
A 429 that has not cleared in 111 days is not a rate limit
I run a small daily pipeline that pushes my sitemap URLs to IndexNow and to Bing's direct submit...
Source: DEV Community
TutorialsOrdinary
Why You Should(n’t) Use AI: The Trouble With Reading Carefully
A few years ago, I saw the Cloud Resume Challenge and thought to myself that it would be a fun...
Source: DEV Community
TutorialsOrdinary
🎡 Social Ferris Wheel: Sanity is the Hub
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What...
Source: DEV Community
TutorialsOrdinary
I tried to learn GitHub Actions twice: I failed the first time, but AI helped me succeed the second time
The first time I tried to deploy a static site using GitHub Actions, I gave up halfway through the...
Source: DEV Community