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 articles4769
当前页106 / 120
UpdatesPermanent archive
Category articles
按发布Time从新到旧 · 每页 40 stories
TutorialsOrdinary
GPT-6 Astra Just Crossed a Line No Model Has Crossed Before. Here's What It Means for Your Threat Model
OpenAI's newest model can find and chain zero-days without a human walking it through each...
Source: DEV Community · OpenAI / GPT
TutorialsOrdinary
I Analyzed 2,061 Public n8n Workflows and Found 92% of the AI Nodes Had Been Silently Replaced
TL;DR: Tried to compare AI-agent n8n workflows against plain ones. Filtering the biggest public...
Source: DEV Community
TutorialsOrdinary
Una costituzione con diritto di risposta per gli agenti che programmano
Per due mesi, in un progetto vero costruito con Claude Code, ogni sessione e ogni subagente ha...
Source: DEV Community · Claude
TutorialsOrdinary
AI Engineering Is Easy. Changing How We Work Is Hard
AI engineering sounds fancy. New terms are everywhere: agentic development, AI-native engineering,...
Source: DEV Community
TutorialsOrdinary
FreeLLMAPI: One OpenAI-Compatible Endpoint for 34 Free LLM Providers
Almost every AI lab now hands out a free tier. Google, Groq, Cerebras, Mistral, Cohere, NVIDIA,...
Source: DEV Community · OpenAI / NVIDIA / Mistral
TutorialsOrdinary
Stratagems #28: Mark Built a Ladder. The AI Climbed to the Top.
Lend him the opening. Lure him in. Cut his support. Trap him where there is no way out. To take the...
Source: DEV Community
TutorialsOrdinary
How I Built Maya: A Real-Time Voice AI Clinic Receptionist
Most AI demos you see online are either simple text chatbots or basic wrappers around an API. I...
Source: DEV Community
TutorialsOrdinary
Prompting Will Be Dead in Six Months
That's at least what every tech bro is saying right now on Twitter. The next wave, apparently, is...
Source: DEV Community
TutorialsOrdinary
Your AI-generated tests aren't testing your code. They're testing the AI's blind spots.
Intro There's a pitch behind every "AI writes your tests too" workflow: more coverage,...
Source: DEV Community
TutorialsOrdinary
Stop Building AI Agents. Start Building AI Systems.
There's a phrase I keep seeing everywhere in AI development: "We need an AI agent." Need to analyze...
Source: DEV Community
TutorialsOrdinary
The Detector Reported Zero Because It Only Had One Item.
Two instructions went into an Auditor my agent collaborators and I built to surface conflicts in...
Source: DEV Community
TutorialsOrdinary
31 hard questions about coordinating parallel coding agents, answered
Last week I open-sourced Foremerge, a coordination protocol for coding agents that sits above Git....
Source: DEV Community
TutorialsOrdinary
When Code Looks Fine but Isn’t: Building Nice Code for Evidence-Based Review
A pull request can pass the compiler, the formatter, and the linter and still leave behind a serious...
Source: DEV Community
TutorialsOrdinary
The board came back. The highlights lied.
I ship Codenames AI, a web game. Each game mode keeps its own save in localStorage. Reload the tab,...
Source: DEV Community
TutorialsOrdinary
Kong AI Gateway 2.0 on Google Cloud: Securing GKE, Cloud Run, and Vertex AI(Agent Platform)
Most teams running on Google Cloud don't pick one compute model and stay there. Some services live...
Source: DEV Community
TutorialsOrdinary
My Self-Improving Agent Still Couldn't Improve. That Was the Breakthrough.
Previously: 9 Bugs That All Looked Like a Working System · I Built an AI That Rewrites Its Own...
Source: DEV Community
TutorialsOrdinary
What Building a Real App with AI Actually Cost: 36 Parts, Three Seasons, About $17
Three seasons, thirty-six parts, one clinic app — and a meter that ran the whole time. Every part of...
Source: DEV Community
TutorialsOrdinary
TinyML on ESP32-S3: Person Detection Without Sending Anything to the Cloud
Local inference that actually runs. Your smart camera is not smart. It's a snitch with a monthly...
Source: DEV Community
TutorialsOrdinary
OpenAI Rated Its Own Model 'Critical' for Cyber Risk. Gate Your Agent.
GPT-6 Astra is the first model OpenAI rates 'Critical' for cyber capability. What that label means, and the tool-permission gate your agent needs anyway.
Source: DEV Community · OpenAI / GPT
TutorialsOrdinary
Subagents design @ zerostack
tldr Subagents architecture made of parallel read-only child agents with simple text...
Source: DEV Community
TutorialsOrdinary
The AI Coding Workflow That Finally Stopped Making Me Repeat Myself
I use AI coding agents a lot. And for a while, one of the most annoying parts had nothing to do with...
Source: DEV Community
TutorialsOrdinary
Is This Really Required? Meet gh stack
A tutorial for gh stack, and for the fact that it does not care whether the diff gets read by my lead or by an AI. Small diffs get reviewed better either way.
Source: DEV Community
TutorialsOrdinary
AI Skills Are Not Just Prompts: A Practical Architecture for Building, Evaluating, Shipping, and Maintaining Agent Skills
The current generation of AI coding agents makes it surprisingly easy to create a "skill." Write a...
Source: DEV Community
TutorialsOrdinary
I Compared 5 Open-Source LLM Gateways for Enterprise AI
Your AI stack works fine with one model. The moment you add a second provider, a fallback, a rate...
Source: DEV Community
TutorialsOrdinary
Running a Local LLM on an Older Computer: A Simple Home Lab Guide
Table of Contents Why Run an AI Model at Home? What Is a Local LLM? What Kind of Computer...
Source: DEV Community
TutorialsOrdinary
Everyone wants Rust's safety, nobody wants Rust
Refereeing the memory-safety retrofit argument from someone who ships framework code in both Rust and Go, and likes them for different reasons.
Source: DEV Community
TutorialsOrdinary
Installing GPT4All, an Open-Source Chatbot Application for Running LLMs
GPT4All is an open-source graphical desktop application for running large language models (LLMs)...
Source: DEV Community
TutorialsOrdinary
Your code review checklist assumes the author understood the code
Every review checklist ever written was built for a diff whose author could explain it. Here are the twelve questions that replace that assumption, why the generated tests don't count as a second opinion, and four merge gates that are actu…
Source: DEV Community
TutorialsOrdinary
Translating any podcast episode for about a dollar: the architecture, and the one rule that shaped it
A friend of mine doesn't speak English. I do most of my podcast listening in English. Every so often...
Source: DEV Community
TutorialsOrdinary
AI Scalability - A Systems Engineer's Guide
In 2001, in the final year of my Computer Science degree, I chose A_I and Neural Networks_ as an...
Source: DEV Community
TutorialsOrdinary
My work gets dismissed as AI slop. Here are the receipts.
People have started telling me that my writing sounds like AI. I published that sentence in a...
Source: DEV Community
TutorialsOrdinary
Software Is Fast Fashion.
About a year ago, I wrote a piece called Software Becomes Disposable, arguing that AI was...
Source: DEV Community
TutorialsOrdinary
What Should an Agent Be Allowed to Change?
Sealing the host made the naive mutation impossible and the agent useless. The fix is a Bench: a disposable environment that starts with no files and no network, where every capability is granted narrowly, per task, and revocably.
Source: DEV Community
TutorialsOrdinary
Your First Multi-agent system: A Beginner's Guide to Building an AI Trend finder with ADK
Welcome back to our series on building the ultimate AI research assistant for our AI agent podcast!...
Source: DEV Community
TutorialsOrdinary
Your First AI Agent: A Beginner's Guide to Building an AI Trend finder with ADK
The world of AI agents is moving at lightning speed. Keeping up with the latest trends, new...
Source: DEV Community
TutorialsOrdinary
What I learned building a native console for two competing coding agents
Since May I've been building Agent Console, a small desktop app for supervising coding agents —...
Source: DEV Community
TutorialsOrdinary
My Thermostat Was Speaking an Industrial Protocol. Just Not to Me.
A senior software engineer who knew nothing about hardware, a BACnet MS/TP thermostat, and an RS-485 bus. How I ended up with an ESP32-S3 gateway on a DIN rail, wired into Home Assistant, in 15 evenings.
Source: DEV Community
TutorialsOrdinary
Access Is Not Permission: What I Learned Giving an AI Agent the Keys to My Accounts
Most people wire up an AI agent and then discover what it can do. I did it the other way round:...
Source: DEV Community
TutorialsOrdinary
Debugging AI Apps Shouldn't Mean Grepping Five Dashboards — Introducing Obyflow
Something broke in your app last night. A checkout flow failed, an LLM call timed out, a vector...
Source: DEV Community
TutorialsOrdinary
When Runtime Plans Enter the Prompt: A Structured Debate for SQL Review Bots
The following scene is a composite on-call pattern, not a personal claim about one employer. A...
Source: DEV Community