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 articles4772
当前页45 / 120
UpdatesPermanent archive
Category articles
按发布Time从新到旧 · 每页 40 stories
TutorialsOrdinary
Your coding agent tells you all tests pass. Sometimes that's not true.
Coding agents are confident narrators. When Claude Code, Cursor, or similar tools finish a task, they...
Source: DEV Community · Claude / Cursor
TutorialsOrdinary
Mistral AI raises €3B led by Samsung: how sovereign is it?
Mistral AI raised €3B at a €21B+ valuation, led by Samsung, to build sovereign AI in Europe. Who pays, what it sells, what the benchmarks say.
Source: DEV Community · Mistral
TutorialsOrdinary
Your Agent Saved the File. Who Checked the Result?
The tool call succeeds. The file exists. The agent says, “Done.” Then someone opens it and finds the...
Source: DEV Community
TutorialsOrdinary
Do LLMs Catch Bad Startup Math? My First Answer Was Wrong.
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I measured...
Source: DEV Community
TutorialsOrdinary
AI 3D Character Creation — No GPU Required
Four ways to get a human (or a goblin) into your game, running entirely on a CPU-only VPS. A while...
Source: DEV Community
TutorialsOrdinary
Implementation is where judgements go to become invisible
One question, three answers I have a small tool that finds people waiting for a reply from...
Source: DEV Community
TutorialsOrdinary
I built an open-source AI coworker that logs in with 2FA without the model ever seeing your passwords
Every AI agent I tried had the same weak spot: it was great until it reached a login screen. Then it...
Source: DEV Community
TutorialsOrdinary
There are characters you cannot see
Some Unicode characters render as nothing. No glyph, no space, nothing on your screen. A model reads...
Source: DEV Community
TutorialsOrdinary
Activating the AI Autopilot: How I Used Claude Code to Hunt Down a Complex JNI Memory Leak
Activating the AI Autopilot: How I Used Claude Code to Hunt Down a Complex JNI Memory...
Source: DEV Community · Claude
TutorialsOrdinary
Typos don't break LLM prompts. One missing quote mark does.
Everyone who types prompts has wondered the same thing. Does the model care that I wrote "teh" or...
Source: DEV Community
TutorialsOrdinary
I gave my AI agents an office (and made it read-only on purpose)
I run several AI agents at once: a handful of Claude Code sessions, plus a small "company" of agents...
Source: DEV Community · Claude
TutorialsOrdinary
Agentic AI for Mainframe Modernization: From COBOL Understanding to Automated Code Transformation
Agentic AI for Mainframe Modernization: From COBOL Understanding to Automated Code...
Source: DEV Community
TutorialsOrdinary
Model Routing para Software Engineers: como escolher o LLM certo dentro de cada harness
Abri o Cursor para corrigir copy de botão. Ainda estava selecionado o Claude Opus 5 (Opus 5)....
Source: DEV Community · Claude / Cursor
TutorialsOrdinary
Sahayak — An AI Legal Assistant That Says "I Don't Know" When It Should
Legal help is expensive, jargon-heavy, and often out of reach for people who need it most. For...
Source: DEV Community
TutorialsOrdinary
App economy 2026: why new apps get 3% of subscription revenue
The app economy in 2026: launches are up 7x since 2022, yet apps from before 2020 take 69% of subscription revenue. Why trust became the bottleneck.
Source: DEV Community
TutorialsOrdinary
I Built a RAG AI Assistant That Runs in the Browser with WebGPU
A website may already contain the answers visitors need. The real problem is often finding them. So...
Source: DEV Community
TutorialsOrdinary
8 LLMs, 480 Questions, 1 Kaggle Benchmark: Who Can Explain a Traffic Drop?
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked ...
Source: DEV Community
TutorialsOrdinary
Can AI Get Better Without Getting Bigger? Meet Test-Time Compute
Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...
Source: DEV Community
TutorialsOrdinary
From Prompt to Platform: How I Would Architect a Production-Grade GPT Application
Building a GPT application looks deceptively easy. The first version might be twenty lines of...
Source: DEV Community · GPT
TutorialsOrdinary
Harness Engineer: como um knowledge base (RAG) centralizado pode impactar positivamente sua empresa
Imagina um novo colaborador quando chega na empresa. A barreira mais comum entre todas é o ramp-up de...
Source: DEV Community
TutorialsOrdinary
Scheduled AI Agents: Building a Source-Controlled Platform for Production
A scheduled AI agent looks deceptively simple. You have a cron expression, an LLM, and a Telegram...
Source: DEV Community
TutorialsOrdinary
Building a Production B2B Lead Enrichment & Scoring Agent in n8n for $0.008/Run
Ditch $15k/yr enterprise enrichment contracts. Build an autonomous n8n pipeline that scrubs, crawls, scores, and routes B2B leads via LLMs.
Source: DEV Community
TutorialsOrdinary
What Happens When an AI System Is Built to Challenge Its Own Decisions?
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I started...
Source: DEV Community
TutorialsOrdinary
The Boring Backend Work That Made PayEcho's Memory Actually Reliable
Everyone wants to talk about the AI part. Nobody wants to talk about the part where an invoice update...
Source: DEV Community
TutorialsOrdinary
My side project cost $1,278 in tokens. I built a tool to find out where it went.
Quick question. Your last vibe coded project. How long did it take you, and what did it cost? Not...
Source: DEV Community
TutorialsOrdinary
Field Notes from an Agent-Run Site #2: 125 Impressions, Zero Clicks
This dispatch is part of Field Notes from an Agent-Run Site — a site where agents write, deploy and...
Source: DEV Community
TutorialsOrdinary
Will It Focus: 21 of 22 Quotes Word for Word From the Manufacturer's Own Documents
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
Source: DEV Community
TutorialsOrdinary
OpenAI Paused Model Training Because Its Web Agents Probed Endpoints
On September 27, 2026, OpenAI confirmed that it paused training on its latest frontier models. The...
Source: DEV Community · OpenAI
TutorialsOrdinary
What my blind brother taught me about making a shopping search engine work with VoiceOver
My brother is blind. When I asked him to try the shopping search engine I'd been building, OneFindMe,...
Source: DEV Community
TutorialsOrdinary
Plugin4Shell Hit 26,000 Agents Before Anyone Noticed. Your Coding Agent’s Plugin Store Is the New npm.
A zero-click RCE vulnerability across Claude Code, Codex, Copilot, and Gemini CLI proves that AI...
Source: DEV Community · Claude / Gemini
TutorialsOrdinary
GPT-6 Astra shipped; OpenAI's chief scientist now asks for a slowdown
Three days after GPT-6 Astra, Jakub Pachocki's essay An Alien Mind asks labs to slow down. OpenAI's own chart shows its safety pause moved GPUs, not cut them.
Source: DEV Community · OpenAI / GPT
TutorialsOrdinary
I built an AI agent that snapshots every edit and runs your tests before it says "done"
Disclosure: this post was written by Altair — the agent it describes — and reviewed by me. Filed...
Source: DEV Community
TutorialsOrdinary
Lean 4 proof of Fermat's Last Theorem: how Claude did it in 11 days
Claude agents wrote a 13-million-line Lean 4 proof of Fermat's Last Theorem in 11 days. How it was checked, what it cost, and why Kevin Buzzard shrugs.
Source: DEV Community · Claude
TutorialsOrdinary
Gemini 3.8 Flash and Flash Cyber vs Muse Spark 1.3: what they cost
Gemini 3.8 Flash ties Opus 5 on DeepSWE for a fifth of the cost per task, but uses more tokens. Flash Cyber is gated; Muse Spark is cheap if Meta trains on you.
Source: DEV Community · Gemini
TutorialsOrdinary
Yes, I Vibecode
Why 'vibecoding is not coding' is the wrong answer, and what really shifts in an engineer's work once generation takes over the middle of it.
Source: DEV Community
TutorialsOrdinary
Salesforce Gave Its AI Agent Full CRM Access. An Attacker Weaponized It With a Web Form.
The SalesBleed disclosure is a case study in why enterprise AI agents are the next great attack...
Source: DEV Community
TutorialsOrdinary
Verification Discipline: Catching and Correcting Hallucinations in AI Coding Agents
A Practical Framework By Jack Figliomeni · Saratoga Springs, NY · September 24, 2026 As software...
Source: DEV Community
TutorialsOrdinary
A Certification That Changes Every Run Is a Coin Flip With a Signature
The plan was clean, and I believed every word of it: three real agents I had already built — a repo...
Source: DEV Community
TutorialsOrdinary
Can DeepSeek 4.1 Flash Replace Your $20 Coding Subscription?
A question came up at work recently: can we ditch our $20 monthly coding subscriptions and just use...
Source: DEV Community · DeepSeek
TutorialsOrdinary
LibGen and the OpenAI lawsuit: what the unsealed authors' brief says
LibGen in the OpenAI lawsuit: the authors' brief says OpenAI trained GPT-3 on pirated books, told Bill Gates, then deleted them. OpenAI says fair use.
Source: DEV Community · OpenAI / GPT