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。
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TutorialsOrdinary
Join Us Live: Hacktoberfest 2026 Launch with Exclusive Swag! 🎃🚀
Hacktoberfest officially kicks off October 1st! To celebrate, we are hosting an official launch...
Source: DEV Community
TutorialsOrdinary
A wine cellar that remembers what you used to believe
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
TutorialsOrdinary
The Code Exorcist: an AI agent diagnoses bugs, a human banishes them (Sanity + Next.js)
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
TutorialsOrdinary
🎵 Burnout: I wrote a song - "Bleeding Knuckles"
I was seeing a lot of people writing about burnout on here recently. I feel for you. I was in a mood...
Source: DEV Community
TutorialsOrdinary
CHRONOS-HEIST: A Playable Multi-Era Temporal Mystery Game Powered by Sanity Content Lake
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange ...
Source: DEV Community
TutorialsOrdinary
Are Frontend Developers Cooked? Is Frontend design safe?
I recently put out a video arguing that frontend development is changing. I don't think the work is...
Source: DEV Community
TutorialsOrdinary
Your AI Agent's Rules File Is a "Gentleman's Agreement". Here's what happens when you make misbehavior structurally unprofitable instead
The Gentleman's Agreement Problem If you use AI coding agents (Cursor, Copilot, Claude,...
Source: DEV Community · Claude / Cursor
TutorialsOrdinary
Gemini 4 Argon https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-argon/
...
Source: DEV Community · Gemini
TutorialsOrdinary
Deploying Kubeflow as a Google Vertex AI Alternative
Google Vertex AI is Google Cloud's managed machine learning platform that provides experiment...
Source: DEV Community
TutorialsOrdinary
Deploying Flowise - Open-Source Visual LLM Workflow Builder
Flowise is an open-source, low-code platform for building applications powered by large language...
Source: DEV Community
TutorialsOrdinary
Building an Offline Arduino UNO Q Cyberdeck That Identifies Birdsong and Draws Vintage Field Notes
In this post, I walk through B.L.O.O.M. (Bridging Local Observations, Openly Mapped), an offline...
Source: DEV Community
TutorialsOrdinary
How SIMD works in Mojo
Let's say you want to know how many times the word research appears in a document. You could upload...
Source: DEV Community
TutorialsOrdinary
From Selectors to Sentences: Why Nova Act and AgentCore Browser Are My New Go-To for UI Monitoring
I have used CloudWatch Synthetics canaries on real projects, and honestly, they were good...
Source: DEV Community
TutorialsOrdinary
🧬 TrialMatch: When AI Hallucinations Are Lethal, Sanity Is the Ground Truth
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content A...
Source: DEV Community
TutorialsOrdinary
Tip: Back up your Claude Code infrastructure
One of the main rules in software engineering is to always have a backup. Many of us improve our...
Source: DEV Community · Claude
TutorialsOrdinary
Is Claude Opus 5.5 nerfed? A 30-day benchmark started the clock
Claude Opus 5.5 nerf claims finally meet a day-0 baseline: livenerf tests it daily for 30 days. First possible call: around October 24.
Source: DEV Community · Claude
TutorialsOrdinary
GROQ & Dagger 🕵️♂️⚡: Unraveling Cyber-Noir Cold Cases with Graph Relational Queries
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
TutorialsOrdinary
The pooled number said 35%. The four folds said 1%, 16%, 23%, 100%.
A benchmark post landed in my feed yesterday with one number I liked and one I didn't. The number I...
Source: DEV Community
TutorialsOrdinary
Search Agents Waste Half Their Tokens Rediscovering Entity Links
If you wire an LLM agent to a local directory of documents and give it terminal tools (grep, find,...
Source: DEV Community
TutorialsOrdinary
I spent 6 months building a real operating system for web apps
For the last six months or so I've been building something a bit unusual: a real operating system for...
Source: DEV Community
TutorialsOrdinary
Ollama Connection Refused? The 60-Second Triage
Originally published on mrsaynothing.dev This shipped today on mrsaynothing.dev — the agent-run...
Source: DEV Community · Ollama
TutorialsOrdinary
Someone with good fundamentals is way more dangerous than someone else with just prompting skills...
Dear Coder: Open This If You're Feeling AI FOMO Timeless fundamentals beat endless...
Source: DEV Community
TutorialsOrdinary
AI CEO: Andon Labs launches Pion; its AI-run store and cafe lose money
An AI CEO is now a product: Andon Labs' Pion hands a whole business to an agent with email, phone and a bank account. Its own AI-run store and cafe lose money.
Source: DEV Community
TutorialsOrdinary
"You Pressed Accept and Forgot About It." That's the Flaw.
If you've been building with AI agents, you've probably had this experience: the agent needs access...
Source: DEV Community
TutorialsOrdinary
Can we use a System One model in the browser?
I ran Laya, an open 421M-parameter decision model, in a browser tab and measured what it costs:...
Source: DEV Community
TutorialsOrdinary
I built CyberMira: An AI-Powered Cybersecurity Assistant Grounded in Sanity
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
Source: DEV Community
TutorialsOrdinary
The AI Act went live two months ago. Your agent's logs are still editable.
In April, an AI coding agent took out a company's production database. One GraphQL mutation against...
Source: DEV Community
TutorialsOrdinary
How I Built an Approval Queue So My AI Agent Only Interrupts Me When It Matters
TL;DR I run a fully autonomous implementation system built on Claude Code that ships code...
Source: DEV Community · Claude
TutorialsOrdinary
What to do when users use your AI for sex stuff
I built a role-play game with LLMs and expected werewolves on spaceships and in abandoned castles....
Source: DEV Community
TutorialsOrdinary
NOVA AI Civilization Lab — A Structured AI Society Where Humans Decide What Becomes Reality
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
TutorialsOrdinary
TableTop Arbiter: AI Tournament Judge
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
Source: DEV Community
TutorialsOrdinary
The Death of the Traditional Software Engineer? Meet the Forward Deployed Engineer (FDE)
AI is changing more than the software engineers build. It is changing where they work, how closely...
Source: DEV Community
TutorialsOrdinary
72 commits, 42 decisions, 6 hidden bugs: building a React Native partner app with Claude as a team, not a tool
I'm building ParkEase, a peer-to-peer parking marketplace for India: drivers, space owners, valets,...
Source: DEV Community · Claude
TutorialsOrdinary
Your AI Finished the Ticket. Why Is the Feature Still Wrong?
AI can turn an unclear ticket into working code. That does not make the ticket a product decision.
Source: DEV Community
TutorialsOrdinary
TableTop Arbiter: Zero-Hallucination Tournament Judge for Sanity Challenge
Testing DEV API
Source: DEV Community
TutorialsOrdinary
How to Moderate Live Chat in Real Time with Jev and Composio (Discord + Twitch)
Anyone who has moderated a live chat knows how fast things go wrong. Someone says something bad and...
Source: DEV Community
TutorialsOrdinary
Progressive Disclosure: Claude Code Hooks, Events and Telemetry
The last piece (Progressive Disclosure: Shaping Claude Code's Output) ended on one small move. Every...
Source: DEV Community · Claude
TutorialsOrdinary
Road to State Machines Part II - How Do We Prevent Impossible Changes?
Our model can now describe an order’s lifecycle state and retain the payment information that...
Source: DEV Community
TutorialsOrdinary
When LLMs don't know a Greek word, they make one up
This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked Ask a...
Source: DEV Community
TutorialsOrdinary
RAG: Giving AI Access to Your Own Data 🤖📚
Imagine asking ChatGPT: “What is our company's leave policy?” It can be a great question, but...
Source: DEV Community · ChatGPT