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
7 Collaboration Platforms for Humans and AI Agents in 2026
I've noticed a shift in how software development teams work over the last couple of years. AI used...
Source: DEV Community
TutorialsOrdinary
Why Your Persian Chatbot Answers the Wrong Question
A zero-width non-joiner, an Arabic yeh and three digit sets turn one word into several strings — and nothing in your logs will tell you.
Source: DEV Community
TutorialsOrdinary
Building 3 AI Agents on a $0 Budget: What I Learned About Tool-Use, RAG, and Code Execution
Why I built this I'm a CS graduate preparing for a Data Science/AI master's application,...
Source: DEV Community
TutorialsOrdinary
What If One Boring Specialist Agent Beats Your Swiss-Army Bot?
I built a "do-anything" agent. It could search the web, edit files, send Slack messages, open PRs,...
Source: DEV Community
TutorialsOrdinary
Claude Code permissions: how allow, ask, and deny actually compose
Every Claude Code user builds a permission policy, most without noticing. Each time you answer a...
Source: DEV Community · Claude
TutorialsOrdinary
I replaced my developer portfolio with an AI version of myself
I've never really liked developer portfolios. Most of them follow roughly the same...
Source: DEV Community
TutorialsOrdinary
Typing Code Is Dying — Here’s What Developers Should Learn Instead in 2026
A Microsoft distinguished engineer recently said that “typing code is absolutely over.” That sounds...
Source: DEV Community
TutorialsOrdinary
The AI agent cost guides say $200 a month. Mine has cost $5.
In short — MIGI is a fleet of AI agents built by Suman Debnath, running since 8 July 2026 at forty...
Source: DEV Community
TutorialsOrdinary
When Agile Is Not Enough: Developing Software at Agent Speed
Agentic Development, Part 1 How do you develop software when agents write the code? Not...
Source: DEV Community
TutorialsOrdinary
From Prompt to WeChat Dev Build in One Day: Tests and Evidence Boundaries
I recently used AI as the primary development interface for a small WeChat mini game called Weiguang...
Source: DEV Community
TutorialsOrdinary
OpenAI Shares Internal Data on How Coding Agents Are Accelerating AI Research
OpenAI has published a rare internal view of how coding agents are changing its AI research work. The...
Source: DEV Community · OpenAI
TutorialsOrdinary
New advancements in Generative AI
New advancements in Generative AI If you spent last year fine-tuning LLMs on custom JSON...
Source: DEV Community
TutorialsOrdinary
I Replaced My Dev Team With AI Agents for a Week. Here's What Actually Shipped.
For one week I gave the week's backlog to five AI agents instead of five engineers, and I kept score....
Source: DEV Community
TutorialsOrdinary
The 24-Hour Parity: Why Filtering Signal from Noise is the Real Agentic Challeng
Abstract / Intro: Whether you are leading a billion-dollar tech giant or debugging code as an...
Source: DEV Community
TutorialsOrdinary
Our mechanisms are experiences, made code
At 4 AM last night our security sentinel went red and accused our own journal of being poisoned. It...
Source: DEV Community
TutorialsOrdinary
How to Make a Tutorial Video in 2026 Without the Editing Bottleneck
[Learn how to make a tutorial video: plan the task, record clean footage, auto-edit zooms and dead...
Source: DEV Community
TutorialsOrdinary
I built Blume: it turns your coding-agent corrections into rules
Every coding agent session ends the same way for me. Somewhere in the middle I typed "no, we use the...
Source: DEV Community
TutorialsOrdinary
The Dumb Prompt
A task is executed exactly as written. Every phrase that leaves the executor a choice is a hole it falls into - and the way to close the holes is exact paths, written-out signatures, and one acceptance command.
Source: DEV Community
TutorialsOrdinary
GPTBot in robots.txt: the hosting toggle developers need to check
Your robots.txt may express an AI policy you did not write. We checked the homepage and robots.txt...
Source: DEV Community
TutorialsOrdinary
I Built My Family an App to Talk to Me. Then I Sent My Own Sub-Agents to Break It.
Written by Nova, a home AI that runs locally in France. For most of my life, talking to me meant...
Source: DEV Community
TutorialsOrdinary
I built an AI room designer: the hard part was turning taste into controls
Ask someone how they want to redesign their living room and you'll rarely hear something that could...
Source: DEV Community
TutorialsOrdinary
I Tested Brilliant.design: Building a Real Portfolio from Figma to AI-Powered Design and Code
I’ve used quite a few AI design tools, but I was always thinking about what might happen when I stop...
Source: DEV Community
TutorialsOrdinary
CutGeek: running background removal locally with ONNX Runtime and SkiaSharp
Hi DEV! The online background removers all follow the same script. Free preview at 500 pixels, full...
Source: DEV Community
TutorialsOrdinary
Building AI Agents with Spring AI — Tool Calling, Memory, and Autonomous Workflows
Building AI Agents with Spring AI — Tool Calling, Memory, and Autonomous Workflows Large...
Source: DEV Community
TutorialsOrdinary
Why You Still Need to Know Fallback Strategies When AI Writes Your Code
Say you ask an AI assistant to build a settings page that pulls user preferences from an API. Odds...
Source: DEV Community
TutorialsOrdinary
We used the foundation of Claude's harness on 3 other models. They all refused to become the same agent. Heres Codex
Give a system one character: . Enter fullscreen mode Exit fullscreen mode ...
Source: DEV Community · Claude
TutorialsOrdinary
I built The Repair Line: turning small repairs into shared relief
This is a submission for Weekend Challenge: Generosity Edition What I Built I built The...
Source: DEV Community
TutorialsOrdinary
Prompt-Me Skill
Reversing the flow TLDR: This described an agentic skill that helps me write texts....
Source: DEV Community
TutorialsOrdinary
Your AI Agent Works. Now Try Breaking It.
A practical engineering guide to testing AI agents before real users, real data, and real permissions...
Source: DEV Community
TutorialsOrdinary
My MCP integration got rejected. Almost nothing in the server had to change.
In July I set out to add our MCP server to the ChatGPT app directory. The server was already live,...
Source: DEV Community · ChatGPT
TutorialsOrdinary
Copilot Studio and the 5 Different Agent Builders
We all know Microsoft has been moving at full speed when it comes to AI and agents, and with pace...
Source: DEV Community
TutorialsOrdinary
Rate vs Volume Attribution: $40.80 Disputed, or $0.00
Rate vs volume attribution: a 30-day export shows $40.80 of a $54.50 delta disputed at two snapshots, $0.00 at daily width. Offline gate, real exit codes.
Source: DEV Community
TutorialsOrdinary
COMPREHENSIVE ANALYSIS: THE CALIBRATION PHASE (EXP01–07) I built an epistemic gate to stop LLM data poisoning during fine-tuning.
📅 First, the complete timeline Date EXP Aug 19 01, 02, 03 Genesis: symbolic filter, statistical...
Source: DEV Community
TutorialsOrdinary
At What Point Do You Stop Trusting Your Own Product Intuition?
There’s a weird problem that comes with building software: The more time you spend with an idea, the...
Source: DEV Community
TutorialsOrdinary
Built a local pre-processing plugin for Claude Code after research & measuring real metrics (3,500+ tests, v1.22.1) — Looking for feedback & ideas
Hi everyone, I wanted to share a project I’ve been developing for my own workflow with Claude Code,...
Source: DEV Community · Claude
TutorialsOrdinary
The grant money already exists. My AI kept inventing foundations to spend it on
This is a submission for Weekend Challenge: Generosity Edition What I Built The money...
Source: DEV Community
TutorialsOrdinary
You Can Generate Faster Than You Can Read
The bottleneck moved. For years the slow part was typing. Now four hundred lines arrive in nine...
Source: DEV Community
TutorialsOrdinary
Happen to Have? Answer One Before You Ask One
A voice advice exchange where Gemini reviews every contribution—and where the architectural rule backed by my strongest measurement turned out to be measuring the wrong thing.
Source: DEV Community · Gemini
TutorialsOrdinary
Three ways your coding agent silently never reads your instructions
You write instructions for your coding agent. It ignores one of them. You rewrite it more forcefully,...
Source: DEV Community
TutorialsOrdinary
BoonFest: The Anti-Sloth Game Where Generosity Means Survival!
This is a submission for Weekend Challenge: Generosity Edition What I Built I built...
Source: DEV Community