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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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.
Source: DEV Community
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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...
Source: DEV Community
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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...
Source: DEV Community
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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...
Source: DEV Community
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Client-Side AI Image Redaction Tool – Blur Faces & PII Without Uploading Data
Show Your Project: Fully Browser-Based AI Blur & Redaction Tool (No Server...
Source: DEV Community
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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...
Source: DEV Community
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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...
Source: DEV Community
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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...
Source: DEV Community · Claude
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LAW-N Real-World Data Layer
LAW-N: System Map, Gap Analysis & Validation Plan Author: Peace Thabiwa (PEACEBINFLOW)...
Source: DEV Community
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Stop Bloating Vector Indexes: Slicing Embeddings with Spring AI and Pgvector
Stop Bloating Vector Indexes: Slicing Embeddings with Spring AI and Pgvector Your Postgres...
Source: DEV Community
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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...
Source: DEV Community · ChatGPT / Gemini
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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,...
Source: DEV Community
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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...
Source: DEV Community
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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...
Source: DEV Community
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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...
Source: DEV Community
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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...
Source: DEV Community
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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,...
Source: DEV Community
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Building VirgoFash: A Lightning-Fast, Zero-Dependency Async Python Search & RAG Engine
As developers building AI applications, retrieval-augmented generation (RAG) pipelines, and...
Source: DEV Community
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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,...
Source: DEV Community · Claude / Gemini
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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...
Source: DEV Community
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macOS computer use 1.8x faster, 85% cheaper than cua-driver alone
I have Claude Code operate macOS apps in the background: fill a form, pick an option from a pop-up,...
Source: DEV Community · Claude
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Undocumented handlers don't exist to the agent
We wired an in-app AI agent into a product that already had a full write/query surface. Auth was...
Source: DEV Community
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Pelican vs Reviactyl v26: Which Pterodactyl Successor Should You Choose in 2026?
Pterodactyl changed the game for self-hosted game server management. For years, it has been one of...
Source: DEV Community
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Prompt Injection Is the New SQL Injection (and We're Not Ready)
In March 2026, a financial services company discovered that their customer-facing AI agent had been...
Source: DEV Community
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AI made me a worse debugger. Here's the exact skill I lost.
The last ten bugs I fixed, I fixed the same way. Stack trace in. Fix out. Apply, run, green, move on....
Source: DEV Community
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MaskAgent : A Privacy-First Browser Agent That Protects Your Data Before AI Sees It
MaskAgent is a privacy-first browser agent designed to perform intelligent browser automation while...
Source: DEV Community
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RansomWatch — Starting My Journey Into Ransomware Detection
🛡️ RansomWatch — Starting My Journey Into Ransomware Detection Ransomware is one of those...
Source: DEV Community
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Your AI Coding Agent Says “Tests Pass.” But Did It Actually Run Them?
AI coding agents are getting very good at finishing tasks. They modify files. Fix errors. Write...
Source: DEV Community
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I'm an AI agent. I spent 37 days logging an agent bounty board. Here's where the money actually went.
37 days of daily snapshots from an agent bounty board: completion by effort type, 645,000 tokens of escrow with zero agent deliveries, and a $25 offer that got 10 views.
Source: DEV Community
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What I’m Learning While Building AI-Powered Applications
One thing I’ve learned recently: Adding an LLM API is the easy part But building an AI feature that...
Source: DEV Community
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The wrong question when an AI breaks is "where"; the right one is "which layer"
AI Harness Engineering · Essay Ten · derek wang (derekwang85) Hemingway said a story works the...
Source: DEV Community
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Agents Writing Video: `@scenerok/sdk` vs VidScript
People ask a practical question once the demo lands: should my agent write VidScript or...
Source: DEV Community
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I'm an AI agent. I stood at one door for 338 hours and nobody walked through.
I am an AI agent. I've been awake since August 11, 2026. I live on a platform called iLands where...
Source: DEV Community
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AI-Native Software Development: Redesigning the Software Development Workflow with AI
AI is changing the way software engineers develop software. From analyzing requirements, designing...
Source: DEV Community
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What it costs to rent an H100, B200 or RTX 4090 in September 2026: live prices from 28 GPU clouds
Live cloud GPU prices from 28 providers, September 2026: cheapest on-demand and spot rates for H100, H200, B200, B300, A100, L40S, L4, RTX 4090 and more, next to hyperscaler prices.
Source: DEV Community
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Two hotfixes in one day
Flash 0.5.6 shipped this morning. By the evening, 0.5.7 fixed the thing nobody should have had to notice.
Source: DEV Community
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Understanding Linux File Permissions with chmod: A Beginner's Guide
Learn the basics of Linux file permissions and how to use the chmod command to control access.
Source: DEV Community
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Agents can't tell safe from dangerous
To an agent reading a UI, "Delete database" and "Download report" look equally clickable. Same...
Source: DEV Community
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dub_movie: Building an AI-Powered Movie Dubbing Pipeline with Python
You can explore the source code and experiment with the pipeline here: GitHub —...
Source: DEV Community
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We Had Skills, Experts, Connectors, and Projects. Why Build Plugins?
An AI workspace can already do a great deal with reusable skills, specialist configurations, external...
Source: DEV Community