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 articles7373
当前页29 / 185
UpdatesPermanent archive
Category articles
按发布Time从新到旧 · 每页 40 stories
TutorialsOrdinary
Cursor Marketplace vs. Official Claude Code: What Version 2.1.313 Reveals
A developer sees the familiar Anthropic name and anthropic.claude-code identifier in an editor,...
Source: DEV Community · Claude / Cursor
TutorialsOrdinary
GhostTerm: The Haunted Terminal Companion Powered by Local Gemma 2 👻
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
TutorialsOrdinary
An AI Tutor Shouldn't Invent Exam Answers: Grounding It on Human-Verified Papers
There's a good conversation on DEV right now about not being a proxy between people and your AI. I...
Source: DEV Community
TutorialsOrdinary
Phantasm-Orbit: 3D NORAD Zombie Satellite Tracker, TabPFN Decay Forecaster & Local Gemma 3:1b Digital Séance 🛰️👻"
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine 🎯...
Source: DEV Community
TutorialsOrdinary
Your AI coding agent can read your SSH keys. I built a Neovim plugin that won't start it unprotected
If your editor can launch a coding agent, that agent runs with your privileges: your ~/.ssh, your...
Source: DEV Community
TutorialsOrdinary
AI Agent Memory: Most of It Should Be a Database Table
I don't trust AI agent memory. It keeps facts that stopped being true and can't tell which version is...
Source: DEV Community
TutorialsOrdinary
echo: an old Windows XP chat window where the other person is slowly turning into you
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
TutorialsOrdinary
Our AI assistant saw every feature as a tool. That cost $0.148 per turn
Every app we build on Kumiko comes with an AI assistant. It can do what the logged-in user can do:...
Source: DEV Community
TutorialsOrdinary
The jay, the nutcracker and CLAUDE.md
Your brain has no single memory, it has a menagerie. What jays, nutcrackers and ants teach an agent that wakes up every morning without yesterday.
Source: DEV Community · Claude
TutorialsOrdinary
Death TanatoGothci, Part 2 — The Build: A Battery, Two Tools, and a Command That Never Runs
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
How I Built a Custom MCP Server for a Next.js App (Real Example)
How I turned a Next.js app's existing API procedures into MCP tools that AI agents use to add, write and schedule content, with the code.
Source: DEV Community
TutorialsOrdinary
GhostWatch: Making the Ghost in Your Machine Visible — with Local AI
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4, Theme: Ghost in the...
Source: DEV Community
TutorialsOrdinary
I built ORBIT because reading Reddit felt like a job
Okay so Reddit was the problem. Every time I finished a project, launched a site, shipped something,...
Source: DEV Community
TutorialsOrdinary
RepoDNA v1.4.5: Building Smarter Offline Repository Intelligence
RepoDNA v1.4.5: Building Smarter Offline Repository Intelligence Understanding a software...
Source: DEV Community
TutorialsOrdinary
Open Source Maintainers Are the First People Whose Inbox Got Automated
Automation discourse spent a decade on whose job would get automated. It skipped the obvious first...
Source: DEV Community
TutorialsOrdinary
vLLM on 4 GPUs / 64GB: A Multi-Model Benchmark — For a Home Multi-Host Setup, I'd Go with vLLM
A while back I benchmarked llama.cpp on a 96GB GPU setup and found its concurrency behavior...
Source: DEV Community · Llama
TutorialsOrdinary
ReaniGITor: a Día de los Muertos wake for my abandoned GitHub repos, written by Gemma on my own laptop
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4 — Ghost in the...
Source: DEV Community
TutorialsOrdinary
Ebyafaayo: keeping my grandparents' stories alive with Gemma 4, offline
This is a submission for the Hacktoberfest Open-Source AI Challenge: Ghost in the Machine. ...
Source: DEV Community
TutorialsOrdinary
Haunted Shell: Communing with Dead Code & Crashed Processes via Local Gemma 3
This article is submitted for the Hacktoberfest Open-Source AI Challenge: Week 4 (Theme: Ghost in the...
Source: DEV Community
TutorialsOrdinary
We let an AI do the QA on a payment webhook. It did a good job. That was the problem.
Nine fresh AI coding sessions, three one-line QA requests, one buggy webhook handler. The AI was careful every time, and every time it ended by asking a question that a fully automated pipeline has nobody to answer.
Source: DEV Community
TutorialsOrdinary
GhostAltar
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
How to Use Google Jules in 2026: A Practical Guide Before It Winds Down
Google Jules was an interesting step forward for AI-assisted software development. Instead of...
Source: DEV Community
TutorialsOrdinary
A trojanized Claude Code extension plants an SSH backdoor: the 7-point audit for your machine
anthropic.claude-code@2.1.313 on Open-VSX carried a 66-line loader that SSH-backdoored your machine the moment VS Code loaded it. The mechanism, every IOC, and a read-only audit script I ran on my own machine tonight: 7 checks, 0 indicator…
Source: DEV Community · Claude
TutorialsOrdinary
I asked eight models which clubs footballers played for
ExtraTime, my football quiz site, has a database of footballers and every club they played for,...
Source: DEV Community
TutorialsOrdinary
The Ghost in the Machine: A Haunted AI Shell Wrapper for Developers
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
WordCraft Collab 1.0: An Open-Source Word Processor Where Humans and AI Agents Work Together
What if multiple people and AI agents could edit the same Word document simultaneously, directly...
Source: DEV Community
TutorialsOrdinary
The model routing table: how to spend less without shipping a worse agent
Price per token is not the unit that matters. Cost per successful task is. The routing table is the pattern that lets you capture cheap tokens...
Source: DEV Community
TutorialsOrdinary
Chunking Whisper into 1-second pieces makes dictation slower
Chunking Whisper into 1-second pieces makes dictation slower I'm building Vocs, a free,...
Source: DEV Community
TutorialsOrdinary
Why a Better System Prompt Didn't Stop Prompt Injection: Field Notes on the Lethal Trifecta, Scoped Tools, and Untrusted Output
Headline: Prompt injection cannot be fixed with a better system prompt, because a large language...
Source: DEV Community
TutorialsOrdinary
Six coding agents, one menu bar: where the "waiting on you" signal actually lives
I run six coding agents on the same laptop: Qoder, Claude Code, Codex, ZCode, WorkBuddy, OpenCode....
Source: DEV Community · Claude
TutorialsOrdinary
The Compose Race Your Coding Agent Inherits From You
Your agent-generated compose file races Postgres because it inherited the race from old tutorials. Live repro: the copied healthcheck lied.
Source: DEV Community
TutorialsOrdinary
Serving MOSS-Image: step count, memory mode and the traps that change the words you ship
MOSS-Image on one A40: 80 s per picture with every word right, 9 s with a turbo LoRA that slips, and the same pixels under a 12 GB memory cap.
Source: DEV Community
TutorialsOrdinary
👻 The Séance Engine: Finding the Ghost in the Data with TabPFN & Gemma
TabPFN finds the one log row that shouldn't exist; local Gemma tells its Día de los Muertos story. Traced with Sentry.
Source: DEV Community
TutorialsOrdinary
Undead Agent - My AI Agent Dies, Comes Back, and Tells Me What It Saw(Gemma + Ollama + Temporal)
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine I...
Source: DEV Community · Ollama
TutorialsOrdinary
WARDEN: Hunting the Ghost in the Machine with an AI-Powered Self-Healing DevOps Agent
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
Build a production-style Autonomous SRE Command Center using Gemini 4 Argon
When a production Kubernetes cluster starts throwing 5xx errors , the hardest part of incident...
Source: DEV Community · Gemini
TutorialsOrdinary
Cutting LLM inference cost and latency without making the feature worse
Cut LLM API cost and latency in TypeScript: prompt caching with a stable prefix, a model per route, streaming for time to first token, batches and cost logs.
Source: DEV Community
TutorialsOrdinary
Vibe Coding Security: 8 Holes in Almost Every AI-Built App
Vibe coding security checklist: the 8 holes found in most Lovable, Bolt and Replit apps, how to test for each, and how to fix them.
Source: DEV Community
TutorialsOrdinary
We put a free, unlimited LLM inside a static web page — Transformers.js + a 135M model, zero servers
Every LLM demo I have ever seen has the same fine print: bring your own API key, or the demo is...
Source: DEV Community
TutorialsOrdinary
Break it before you merge it: introducing litmus-lite
Several years ago, we started LitmusChaos with a simple belief: chaos engineering is not just for...
Source: DEV Community