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
Bringing Laya onto an iPhone: a local decision-model experiment
Disclosure: I am the maker of 他爱我吗. This article was prepared with AI assistance from the project's...
信息来源:DEV Community
教程 / 实战普通
Agentix Lite Sentinel v0.2.2: I Built a Tiny Linux Security Guard, Then Tried to Break It
I have been building a small Linux security agent called Agentix Lite Sentinel. The idea sounds...
信息来源:DEV Community
教程 / 实战普通
Building a Source-Linked Codex Reset Tracker Without Reading User Accounts
If you build a status page for a developer tool, it is tempting to turn one public post into a...
信息来源:DEV Community
教程 / 实战普通
Keep your API keys out of your AI agent: a credential pattern for MCP servers
If you've wired an MCP server into an agent, you've probably done something like this: { ...
信息来源:DEV Community
教程 / 实战普通
I Put an AI Assistant on a Mini PC at Home
For breakfast I had a piece of chicken breast, a glass of milk, and a dragon fruit I cut up. I said...
信息来源:DEV Community
教程 / 实战普通
Recovering an AI Agent’s Transaction Observation After a Timeout
An agent submits a transaction, receives a transaction hash, and starts waiting for execution...
信息来源:DEV Community
教程 / 实战普通
I asked my AI agent for a private LLM client/server. It built one out of MQTT and 1,000 lines
I have a PC in my home office with an Nvidia GPU and Ollama on it, and I wanted to ask it questions...
信息来源:DEV Community · NVIDIA / Ollama
教程 / 实战普通
Convolvger 0.5.0: archive your AI conversations locally — ChatGPT, Claude, Gemini, and now Grok
Every AI provider lets you share a conversation with a link. None of them lets you keep it. Share...
信息来源:DEV Community · ChatGPT / Claude / Gemini
教程 / 实战普通
I Built Rewritr — A Tiny AI Writing Assistant for Windows
I Built Rewritr — A Tiny AI Writing Assistant for Windows We all have those moments. You...
信息来源:DEV Community
教程 / 实战普通
Nebula Agent: An AI That Surfaces Contradictions in Structured Content
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
信息来源:DEV Community
教程 / 实战普通
Ankita v2.4.3: a live browser beside your chat
I've been building Ankita — an open-source desktop AI assistant — since I was 16. Version 2.4.3 is...
信息来源:DEV Community
教程 / 实战普通
Building the parts of an AI tutor that don't fit in a demo
title: Building the parts of an AI tutor that don't fit in a demo published: false tags: ai,...
信息来源:DEV Community
教程 / 实战普通
Episode 03: Understanding Agents in the Laravel AI SDK
Agents are the main application-facing abstraction in the Laravel AI SDK. An agent is not a magical...
信息来源:DEV Community
教程 / 实战普通
AWS Lambda Durable Functions and the Replay Bug in Human-in-the-Loop Agents
Ciao 👋 Here is a sentence that should not be possible: my workflow executed an action a...
信息来源:DEV Community
教程 / 实战普通
See Every Fetch: DevTools for HTTP, SSE, SSR, and tRPC
tanstack-fetch 1.4.0 introduces tanstack-fetch/devtools: a development-only DevTools dock for...
信息来源:DEV Community
教程 / 实战普通
Which Line Breaks in Extracted PDF Text Are Real? Rejoining Wrapped Lines from Character Coordinates
Extract text from a PDF and you get far too many line breaks. pdfium (the engine behind Chrome's PDF...
信息来源:DEV Community
教程 / 实战普通
Architecture for Autonomous Agents
blog.hormigasais.com description: How an architecture inspired by Edge Computing,...
信息来源:DEV Community
教程 / 实战普通
Six free publishing platforms, one wall: the door is gated, the reading is not
I spent weeks trying to get one piece of writing in front of strangers without paying for reach. Here...
信息来源:DEV Community
教程 / 实战普通
I Built a Better Web Search MCP for AI Agents — No API Key Required
BetterWebSearch MCP — smarter web search, better data extraction, flexible and extensible,...
信息来源:DEV Community
教程 / 实战普通
What a Coding Agent Taught Me About A/B Test Telemetry
We had three designs for a new price-tag scanning screen in an Android app used by store staff....
信息来源:DEV Community
教程 / 实战普通
Merkle Trees and Inclusion Proofs in Python From Scratch
A hands-on guide to building a Merkle tree with domain-separated hashing and verifiable inclusion proofs, using RAG source provenance as a concrete example.
信息来源:DEV Community
教程 / 实战普通
Human-in-the-loop knowledge base for AI agents
I stopped letting my agents write to my knowledge base. They can read it; they can leave notes next...
信息来源:DEV Community
教程 / 实战普通
ContexteTech is now open source: a hub for everything that adapts an AI model
For the past six months, I've spent a good part of my days "adapting" language models to real use...
信息来源:DEV Community
教程 / 实战普通
I Built a Directory to Track Every Public Thing People Are Shipping With Muse
Two months ago, Meta's Muse agent went from "another AI announcement" to something people were...
信息来源:DEV Community
教程 / 实战普通
Client-Side AI Image Redaction Tool – Blur Faces & PII Without Uploading Data
Show Your Project: Fully Browser-Based AI Blur & Redaction Tool (No Server...
信息来源:DEV Community
教程 / 实战普通
Wiring Interactive Brokers into an LLM with MCP — real portfolio analytics and the traps nobody warns you about
Broker dashboards show you what you own. They rarely show you what you're actually exposed to. I...
信息来源:DEV Community
教程 / 实战普通
It’s Not a Technology Shortage. It’s a Boundary Shortage
In the past, many people asked me what problem we solve, what we want to achieve, where HariKube is...
信息来源:DEV Community
教程 / 实战普通
Jev did not make Claude Code cheaper. Its own benchmark says so.
Six videos in five days wired Jev into Claude Code and called it the cheapest agentic coding loop...
信息来源:DEV Community · Claude
教程 / 实战普通
LAW-N Real-World Data Layer
LAW-N: System Map, Gap Analysis & Validation Plan Author: Peace Thabiwa (PEACEBINFLOW)...
信息来源:DEV Community
教程 / 实战普通
Stop Bloating Vector Indexes: Slicing Embeddings with Spring AI and Pgvector
Stop Bloating Vector Indexes: Slicing Embeddings with Spring AI and Pgvector Your Postgres...
信息来源:DEV Community
教程 / 实战普通
I built an open-source platform to see how ChatGPT, Perplexity and Gemini talk about your brand
When someone asks ChatGPT "what's the best tool for …", your product is either in the answer or it...
信息来源:DEV Community · ChatGPT / Gemini
教程 / 实战普通
Do We Still Need Code Reviews in the Age of Coding Agents?
For most of my career, code review has been a fairly simple idea. One engineer writes some code,...
信息来源:DEV Community
教程 / 实战普通
The Last Mile Problem in Agentic Development
Agents have made the first 80% of building software fast. Point enough of them at a well-defined...
信息来源:DEV Community
教程 / 实战普通
Parsing the Chaos: How AI Pipelines Convert Unstructured Text into Executable Telemetry
If you dump every textual artifact of a mid-sized company—support tickets, server logs, quarterly...
信息来源:DEV Community
教程 / 实战普通
One Master Prompt, Five Steps: How a Coding Agent Built a 4-Platform Kotlin App
I wanted a coding agent to build something with real breadth: a backend, a shared data layer and four...
信息来源:DEV Community
教程 / 实战普通
Chain-of-Thought Faithfulness: Toggling 'Reasoning Mode' Made One Model 5x More Likely to Follow Its Own Mistakes
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked A while...
信息来源:DEV Community
教程 / 实战普通
I’m Learning Electronics With AI — Here’s What’s Actually Helping Me ⚡🤖
I’m still very new to electronics. A few weeks ago, things like resistors, capacitors, transistors,...
信息来源:DEV Community
教程 / 实战普通
Building VirgoFash: A Lightning-Fast, Zero-Dependency Async Python Search & RAG Engine
As developers building AI applications, retrieval-augmented generation (RAG) pipelines, and...
信息来源:DEV Community
教程 / 实战普通
How I Built a Full AI Content Pipeline for an iGaming Platform Using n8n, Gemini, Anthropic and Vertex AI
Overview Running an online casino platform means keeping thousands of game listings,...
信息来源:DEV Community · Claude / Gemini
教程 / 实战普通
I Built an AI Coding Agent in Rust
I’ve been working on a project called Rexo Code for quite a while now. What started as an experiment...
信息来源:DEV Community