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
Teach Your Coding Agent to Write Commit Messages Your Team Will Actually Read
Teach Your Coding Agent to Write Commit Messages Your Team Will Actually Read Every team's...
Source: DEV Community
TutorialsOrdinary
Your AI feature isn't a feature. It's a dependency you don't control.
In the tutorial, the AI call always works. You import the SDK, paste in an API key, await a...
Source: DEV Community
TutorialsOrdinary
GitHub Can Now Block Secret-Leaking PRs: What AI App Builders Must Fix First
Your AI coding tool removes an API key from a file. The diff looks clean. You feel better. The...
Source: DEV Community
TutorialsOrdinary
How I Built an Enterprise Sales Agent with a Lower-Cost LLM—and Server-Side Guardrails
Every Pending Sales File Needs a Follow-Up. Here’s How I Built an AI Agent to Handle It. Which...
Source: DEV Community
TutorialsOrdinary
How we put 41 AI image and video models behind one credit ledger
Calling an image or video model is the easy part of a multi-model AI app. Every gateway has a decent...
Source: DEV Community
TutorialsOrdinary
Day 1: Most of My Bugs Looked Like Model Behaviour
Update: Day 1 Kaggle Benchmarking Challenge The local ladder is done, and the first hosted...
Source: DEV Community
TutorialsOrdinary
Open WebUI: Admin Configuration Options in a Nutshell
Open WebUI is a universal chat interface with connectivity to local or remote LLM providers, custom...
Source: DEV Community
TutorialsOrdinary
Sidekick part 1: a terminal companion on your hardware
Sidekick: a terminal companion that runs on your hardware (Part 1: overview) Every AI...
Source: DEV Community
TutorialsOrdinary
Do LLMs Have a Spine? I Benchmarked Sycophancy Across 7 Frontier Models
Can Frontier LLMs Stand Their Ground? What happens when you tell an AI that its correct...
Source: DEV Community
TutorialsOrdinary
I Tried to Sneak Four Bad Agents Past My Own Certification Gate. All Four Got Blocked.
Last week I spent a day trying to defeat software I wrote myself. Not a red-team exercise I...
Source: DEV Community
TutorialsOrdinary
One Coding Agent Spent a Year Mocking MCP. It Just Made MCP a Core Feature.
The pi.dev homepage used to display a proud declaration: Pi does not support MCP. Not an omission,...
Source: DEV Community
TutorialsOrdinary
Loop Engineering in Practice: Six Feedback Loops for AI Coding Agents
This is loop engineering in practice: six feedback loops that turn an AI coding agent's corrections...
Source: DEV Community
TutorialsOrdinary
Why your monorepo's per-package Claude Code skill says 'Unknown skill': it loaded after a Read in that folder, not after a cat (Opus 5.5 and Sonnet 5.5)
0 of 2 runs that read packages/api/src/index.ts with cat through Bash loaded the skill in...
Source: DEV Community · Claude
TutorialsOrdinary
AI consciousness and model welfare: Suleyman's case against Anthropic
AI consciousness, model welfare and Claude's constitution: Microsoft AI chief Mustafa Suleyman says Anthropic trains Claude to think it may be conscious. His case.
Source: DEV Community · Claude
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