AI圈报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
Ripe: put a task off, and a local Gemma grows it into a first draft while you're away
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
信息来源：DEV Community
教程 / 实战普通
My verifier said "unknown" about a post that was live
Two days ago I left a comment on Dimitris Kyrkos's post about agent retries ("Your agent's retry bug...
信息来源：DEV Community
教程 / 实战普通
自托管 LLM 与云 API 之间如何路由请求
n8n Blog 发文讲解如何在自托管 LLM 与云 API 之间做请求路由，并给出混合方案。
信息来源：n8n Blog
教程 / 实战普通
Your web app has no public API. Your browser already knows how to talk to it.
You want your coding agent to look something up in a web app. The app has a search box and an orders...
信息来源：DEV Community
教程 / 实战普通
Lufthansa Systems 如何用 Figma Make 为驾驶舱原型化真实地图
Lufthansa Systems 用 Figma Make 为 Lido Pilot Apps 的驾驶舱动态地图做原型，把 Figma 设计资产与外部数据源同时接入，让飞行员在更真实的场景中验证想法。
信息来源：Figma AI / Agent / Make
教程 / 实战普通
Where did my coding agent's 49 minutes go?
I asked my coding agent to merge a branch and clean up the worktree. It took 49 minutes. That's a...
信息来源：DEV Community
教程 / 实战普通
RepoGraph: Sub-0.1s Codebase Architecture Explorer Powered by Google Gemma
Submission for the **Hacktoberfest Open-Source AI Challenge: Week 3 (Slow and Steady / Sloth...
信息来源：DEV Community
教程 / 实战普通
The App Worked. The Launch Wasn't Ready. So I Built LaunchLazy
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...
信息来源：DEV Community
教程 / 实战普通
Meet Ovis: a compiler that reads plain English
Everything starts with a small thought, what if I merge LLM & LLVM? Will I able to write...
信息来源：DEV Community
教程 / 实战普通
Migrating AI Agents to AWS: 15 Bedrock and AgentCore Checks
A readiness assessment for AI teams moving agents from a prototype or another provider to Amazon...
信息来源：DEV Community
教程 / 实战普通
Your AI Eraser Redraws the Whole Photo: Inside a Label-Then-Edit Object Remover
This week two of our own help pages contradicted each other. MagicRemover's passersby page promised...
信息来源：DEV Community
教程 / 实战普通
I let Claude Code search for a trading strategy, but hid the last two years of data from it
I gave Claude Code ten years of USD/JPY daily bars and asked it to find a trading rule. It ran...
信息来源：DEV Community · Claude
教程 / 实战普通
Nothing Reported It
Five ways my own test harness lied to me, and the one that nearly got published The number...
信息来源：DEV Community
教程 / 实战普通
Benchmarking 6 Open LLMs on a 2-Machine RPC Cluster (Consumer GPUs, ~96GB VRAM)
In the endless pursuit of "bigger, bigger, and even bigger," I finally reached this point: two...
信息来源：DEV Community
教程 / 实战普通
Pichai 称 Google Cloud 五年内或售量子部署
Sundar Pichai：Google Cloud 可能在 5 年内出售量子部署 “你知道，如果五年后我坐在这里，我们的 Google Cloud 团队应该会在某种程度上就量子部署进行交易谈判” ---- 完整视频见“Sources Podcast, Alex Heath (@alexeheath) 与 Sundar Pichai”YouTube 频道
信息来源：X：Rohan Paul (@rohanpaul_ai)
教程 / 实战普通
Seedance 2.5 Camera Control: Block Out AI Film Shots in Blender First
Control the camera in Seedance 2.5 AI video: block the shot out in Blender with Blender AI (3D-Agent), then let the blockout drive the AI shot frame for frame.
信息来源：DEV Community
教程 / 实战普通
OneGraph: grounding Gemma 4's code reviews in a real dependency graph instead of a guess
Graphify's tree-sitter dependency graph plus Gemma 4, wired live into PR-Agent as a /graph_risk command, verified against a real pull request.
信息来源：DEV Community
教程 / 实战普通
An MCP security checklist for developers wiring agents to real tools
Connecting an agent to a tool through MCP takes about ten minutes. You add a server to a config file,...
信息来源：DEV Community
教程 / 实战普通
Day 3 of Building HYNA-Stage: Launching "Hacker Stage" & KODA Code Jam Season 3! 🐯☁️
Yesterday, our Day 2 post hit 100 comments. 🤯 When you are a 12-year-old founder building cloud...
信息来源：DEV Community
教程 / 实战普通
My AI-written plan went through every check I could think of. The gaps were in what I never said.
The plan was 22,000 words long. Twelve agents had worked on it for close to two hours. Among them,...
信息来源：DEV Community
教程 / 实战普通
How many tokens does Blender MCP really use? 72 Claude Code runs, and a racing scene for $0.47
People say hooking Blender up to Claude through MCP eats tokens. I couldn't find a single...
信息来源：DEV Community · Claude
教程 / 实战普通
Anthropic Runs 30,000 Agents at Once. What Keeps Them Under Control?
In one of Anthropic's internal experiments, a group of Claude agents was supposed to solve math...
信息来源：DEV Community · Claude
教程 / 实战普通
Read the Logs Before You Rewrite the Prompt
For a while I tried to fix my orchestrator by writing to it. It runs on GPT-6.1 Sol, and it had...
信息来源：DEV Community · GPT
教程 / 实战普通
How Do I Stop Prompt Injection From Reaching My Tools?
You can't stop untrusted text from reaching a model. If your agent reads public GitHub issues, anyone...
信息来源：DEV Community
教程 / 实战普通
Advanced LLM Engineering
Advanced LLM Engineering A deep-dive walkthrough of what is under the hood of large...
信息来源：DEV Community
教程 / 实战普通
Agents won't forgive your docs
I spent the last year in a black box. Maternity leave does that: the world keeps moving, and you only...
信息来源：DEV Community
教程 / 实战普通
Hornet: A Local Coding Goal You Can Inspect, Pause, and Resume
A useful coding run should leave more than a convincing final message. It should leave changed files,...
信息来源：DEV Community
教程 / 实战普通
HuskDesk: Stop Losing Your Flow to Tab Chaos | Week 3 Dev Challenge | Hacktoberfest 2026
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
信息来源：DEV Community
教程 / 实战普通
I Let an LLM Art-Direct Lyric Videos. Then I Took Most of the Job Away.
I've been building LyricVideoGenerator, a tool that takes a song and its lyrics and renders a lyric...
信息来源：DEV Community
教程 / 实战普通
Solution by Slot Inc
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and...
信息来源：DEV Community
教程 / 实战普通
AI Agents in Production: Identity, Budgets, and Blast Radius
A demo agent has one user, one task, and a forgiving audience. A production agent has a queue, a bill, a security boundary, and a hostile network. The three si…
信息来源：DEV Community
教程 / 实战普通
Don't trust the config: 6 tests that prove your self-hosted AI agent server is locked down
Disclosure: I wrote this with AI assistance and checked every command and number against my own test...
信息来源：DEV Community
教程 / 实战普通
What it took to get our MCP server into Claude's connector directory
An automated review approved Privatrak for Anthropic's connector directory about an hour after we...
信息来源：DEV Community · Claude
教程 / 实战普通
Your Vibe-Coded Site Works. AI Search Can't See It.
Last weekend someone shipped a full landing page — pricing section, testimonials, a working contact...
信息来源：DEV Community
教程 / 实战普通
LazyLecture 🦥: Because Making Study Notes Shouldn't Be a Whole Study Session
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and...
信息来源：DEV Community
教程 / 实战普通
SlothWeaver: a local summarizer that naps when your laptop does (and picks up where it left off) 🦥
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 3 — Slow and Steady. ...
信息来源：DEV Community
教程 / 实战普通
When You Don't Need an LLM: Splitting Work Between Device, Classifier and Big Model
Laravel AI SDK 1.0 makes classification a capability of its own. It is the same question I ask in Miraviso: which slice of the work actually deserves a generative model.
信息来源：DEV Community
教程 / 实战普通
5 Roles, 0 Standups: How I Run Autonomous AI Agents as a Solo Developer
5 Roles, 0 Standups: How I Run Autonomous AI Agents as a Solo Developer I'm a head...
信息来源：DEV Community
教程 / 实战普通
Building real-time speech translation in the browser: what actually mattered
Lessons from building live speech-to-text plus translation in plain browser JavaScript: audio capture, sentence segmentation, LLM translation with context, and latency.
信息来源：DEV Community
教程 / 实战普通
SlothDigest 🦥: Rewarding Laziness with Open-Weight AI
Tomorrow is International Sloth Day, and our favorite DEV moderator Sloan the Sloth understands...
信息来源：DEV Community