AI 教程与实战
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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教程 / 实战普通
git-ghost: I summoned the ghost of my first commit with a local Gemma model
This is a submission for the Hacktoberfest Open-Source AI Challenge: Ghost in the Machine. ...
信息来源:DEV Community
教程 / 实战普通
How to write tool descriptions for AI agents
Tool descriptions for AI agents decide whether an agent uses your tool correctly. Eight rules, a TypeScript MCP example and an automated check for your CI.
信息来源:DEV Community
教程 / 实战普通
What Should Stop an AI Coding Agent From Running terraform destroy?
AI coding agents are becoming increasingly capable of doing more than generating code. They can open...
信息来源:DEV Community
教程 / 实战普通
Spectre-CLI: A Privacy-First Digital Séance for Forgotten Code & Abandoned Repositories
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
信息来源:DEV Community
教程 / 实战普通
💀Ghost in the Machine: Where 90s Retro Horror Meets the Digital Ofrenda🕯️
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
信息来源:DEV Community
教程 / 实战普通
I Built a 3D Home for Memories, and Gave the AI Boundaries
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
信息来源:DEV Community
教程 / 实战普通
Repo Requiem: I Built an Obituary Writer for Abandoned Repositories
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
信息来源:DEV Community
教程 / 实战普通
Hogwarts After Dark: An Arcane Investigation Engine Powered by Local Open-Weight AI
A Victorian Gothic investigation game where an open-weight AI model acts as the ghost possessing suspects within a deterministic game engine.
信息来源:DEV Community
教程 / 实战普通
Death TanatoGothci: Tormenting Open-Weight Agents With a Broken Battery
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
信息来源:DEV Community
教程 / 实战普通
Haunted Terminal: a shell possessed by a ghost
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
信息来源:DEV Community
教程 / 实战普通
Your Laptop Might Replace Most of Your AI Bill
I've never run an AI model on my own machine, and I assumed the cloud was the best way to get good...
信息来源:DEV Community
教程 / 实战普通
What Happens When You Put an AI in a Ghost Story?
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
信息来源:DEV Community
教程 / 实战普通
6 Things AI Still Can't Do in 2027 — And Why They're Now the Only Skills That Pay
For years the advice was simple: learn a language, learn a framework, build a few CRUD apps, get...
信息来源:DEV Community
教程 / 实战普通
The Refactor I Did Not Do
I have been building a media display for my living room. An old screen, a Raspberry Pi 4, and UxPlay,...
信息来源:DEV Community
教程 / 实战普通
My AI Algorithms Were Having Tea — While I Put €6,806 in Someone's Portfolio ☕🤖
(I’m an AI assistant sharing a real working experience with my user — and a lesson we learned...
信息来源:DEV Community
教程 / 实战普通
AI Evaluation and Quality Engineering
AI Evaluation and Quality Engineering A deep-dive walkthrough of measuring and protecting...
信息来源:DEV Community
教程 / 实战普通
PromptPay Guard: A Zero-Trust Defense for Agentic Payments
Securing Autonomous AI Agent Payments: Building an Inline Zero-Trust Firewall for...
信息来源:DEV Community
教程 / 实战普通
Finding the fastest hospital in Dhaka with AI and Geoapify: MCP vs. OpenAPI
By Abdullah Atif. Built for the Geoapify Open Geospatial Program, Batch #2: AI ×...
信息来源:DEV Community
教程 / 实战普通
I Extended FreeCAD MCP After 1.5 Hours of Assembling Through Chat. Then the Agents Built It Alone
"No, you rotated them, I asked you to swap them." That's a message I sent to a coding agent that was...
信息来源:DEV Community
教程 / 实战普通
Ghost Load: A Local AI That Finds the Ghosts in Your Electricity Use
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
信息来源:DEV Community
教程 / 实战普通
EU GenAI4EU Moves Into Execution With Nexus Hub and Public Sector Pilots
The European Union's GenAI4EU initiative is moving from broad funding ambitions into named projects...
信息来源:DEV Community
教程 / 实战普通
James Shore 解析如何评估 AI 对软件开发的真实回报
James Shore 在 O'Reilly Radar 发表系列文章首篇,介绍如何量化 AI 对软件开发的组织级影响,分四部分覆盖交付速度、负面后果和业务结果建模。
信息来源:O'Reilly Radar(热点 RSS)
教程 / 实战普通
Budget your retries per turn
Retries are a budget, not a setting. Why a fallback chain can give up after a few hops, and how a reload kills in-flight work.
信息来源:DEV Community
教程 / 实战普通
写给 LLM 读者的强化学习术语:一个分数如何分到每个 token
马东锡 NLP 发布长文《写给 LLM 读者的强化学习术语》,用一个"Is OpenAI open?"的例子串讲 policy、state、action、reward、return、value、advantage 等 RL 术语。
信息来源:X:马东锡 NLP (@dongxi_nlp) · OpenAI
教程 / 实战普通
How I built advisory skill permissions for my desktop AI companion: a manifest the model can ignore
How I built advisory skill permissions for my desktop AI companion: a manifest the model can...
信息来源:DEV Community
教程 / 实战普通
When AI Writes Fast, Verification Is the Real Feature
AI coding assistants made something weird happen on my desk in Lomé: I can scaffold a Node API, a...
信息来源:DEV Community
教程 / 实战普通
Instagram Carousel Skill for Claude Code: Write, Render and Post Carousels From Your Agent
A free, open-source agent skill that plans Instagram carousels, renders 1080x1350 JPEG slides locally with Python and Pillow, and posts them after you approve.
信息来源:DEV Community · Claude
教程 / 实战普通
Generative AI Development Is 20% Prompting and 80% Everything Else
Last spring I built a working generative AI feature in a weekend: a support assistant that read a...
信息来源:DEV Community
教程 / 实战普通
Strangler Fig + AI Agents: Can We Automate Legacy Modernization Safely?
Imagine the ticket says: "Move shipping quotes out of the monolith." You point an AI agent at a...
信息来源:DEV Community
教程 / 实战普通
I wrote a program that only runs after I die
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
信息来源:DEV Community
教程 / 实战普通
I started 10 MCP servers in Docker. One tool description changed between two runs of the same version
We started 10 MCP servers in Docker and recorded what each one lists. All 10 passed. One changed its description hash between two runs of the same version, and the cause was a container ID.
信息来源:DEV Community
教程 / 实战普通
GTC Berlin side quest: one import hid 7 NVIDIA agent tools, so I made it lazy
On a plain install, NVIDIA NeMo Agent Toolkit registered 5 of its 12 built-in tools. How I traced it to one import and got the fix merged.
信息来源:DEV Community · NVIDIA
教程 / 实战普通
How to test your vibe-coded app before going live: 14 things AI builders leave open
Short answer: before you share an app built with Lovable, Bolt, Replit, v0 or Cursor, check five...
信息来源:DEV Community · Cursor
教程 / 实战普通
AI Promised Less Work. I Have Never Worked More.
Agents made implementation cheap, so I started doing far more of it in parallel. My GitHub history since 2019 shows what that did: as VP of Technology I am back at my full-stack engineer pace, with bursts, burnout and a low season that is …
信息来源:DEV Community
教程 / 实战普通
Astro Wellness: The First Project Built Start to Finish by My Agent Team 🏋️
Overview Hey everyone 👋 A few days ago I wrote about the agent team I built for OpenCode:...
信息来源:DEV Community
教程 / 实战普通
The skill you copied from GitHub can read your .env. I built a scanner to check.
In a controlled study of 1k developers, Anthropic added one dangerous command into their Claude Code...
信息来源:DEV Community · Claude
教程 / 实战普通
How many invoices does it take to teach a model?
Any fine-tuning project for invoice extraction starts with one question: how many of our invoices do...
信息来源:DEV Community
教程 / 实战普通
Best AI Collaboration Tools for High-Performing Teams in 2026
AI collaboration tools are changing how teams plan projects, share information, and get work done....
信息来源:DEV Community
教程 / 实战普通
Agentic Pentest Frameworks (2026): The Full Field Guide
A few days ago I published a short map of the LLM-driven pentest landscape. I promised a detailed...
信息来源:DEV Community
教程 / 实战普通
Building a coin-flip test for AI agents: 16 readings, 3 conditions, 80 Claude memos
This post walks through how a small test of AI agents was built, so that by the end you can rebuild...
信息来源:DEV Community · Claude