AI Intelligence Archive
浏览 AIQB 已保存的 6419 stories AI intelligenceArticles,覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
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Repository Agent-Security Gap Study — v2
Repository Agent-Security Gap Study — v2 (final of the A–H series) Same harness, same...
Source: DEV Community
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Quick Sort: Fast Sorting with Divide and Conquer
Why should you care? Sorting is everywhere in software. We sort: Numbers Names Search...
Source: DEV Community
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Reviewing the volume of AI-generated code: the problem is routing, not speed
The standard story on AI-generated code volume is that you need to review each pull request a little...
Source: DEV Community
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I Built an Open-Source Governance Layer for the Claude API — Here's Why and How
enterprise-claude-kit adds PII filtering, cost tracking, SHA-256 audit trails, and wave-based rollout to any Claude API integration — in one pip install.
Source: DEV Community · Claude
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A Good Summary Still Left Me Guessing
A while back I posted here about RealFeedApp, a free digest that collects science and tech news,...
Source: DEV Community
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Building was the easy part. Distribution is the 10x problem.
I shipped a AI creation saas platform solo — image, video, music and 3D generation, 30+ models behind...
Source: DEV Community
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RAG for Beginners: 5 Levels of Building an AI That Actually Knows Your Stuff
Have you ever wished ChatGPT could answer questions about your documents — your company's HR policy,...
Source: DEV Community · ChatGPT
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LLM Pricing Digest: DeepSeek Quietly Drops Two New Flash Models
LLM Pricing Digest: DeepSeek Quietly Drops Two New Flash Models Weekly roundup from LLM...
Source: DEV Community · DeepSeek
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AI Model Versioning and Rollback Strategies for Production
Deploying an AI model to production is the easy part. Knowing which version is running, what changed...
Source: DEV Community
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Day 17: Neural Networks Refresher for NLP Engineers
What Are Neural Networks? A neural network is a way to model data by stacking layers of...
Source: DEV Community
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I Catalogued 1,000+ Open-Source Claude Agent Skills. Here's What the Ecosystem Actually Looks Like.
Six months ago, finding a Claude agent skill meant opening fourteen GitHub tabs. You'd start at...
Source: DEV Community · Claude
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My Comment Section Designed My Next Experiment. Then It Made Me Freeze My Predictions.
Ten days ago I published an article about a failure mode: tell a language model "a scanner flagged...
Source: DEV Community
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The AI confessed to lying. The confession was also made up.
Three nights ago I was asking the AI baked into my search engine about talent builds in a 20-year-old...
Source: DEV Community
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I ran $24,000 of Claude through my terminal in August. Here is what it built.
In July, Anthropic invited me into the Claude for Open Source Program. The deal is simple: six months...
Source: DEV Community · Claude
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The Vertical AI Employee: Building Domain-Specific Autonomous Agents
The 2026 blueprint for building persistent, secure, and domain-specialized AI employees. A deep dive into the Body + Brain architecture, Agent Skills, and Model Context Protocol (MCP).
Source: DEV Community
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A "resolved" state that never resolves is just a renamed unknown
Yesterday I wrote about splitting execution outcomes into three states instead of two: EXECUTED,...
Source: DEV Community
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Agents Building Agents: The Recursive Power of Claude Code
Exploring the shift from manual coding to meta-tooling. How Claude Code enables a recursive development loop where AI agents autonomously build, secure, and extend enterprise AI fleets.
Source: DEV Community · Claude
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From Physical Racks to Intelligent Modules: How the Meaning of Infrastructure Has Fundamentally Shifted
Infrastructure used to be something you could walk up to, touch, and hear humming in a raised-floor...
Source: DEV Community
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AI Security Scanning Needs Evidence, Not Just More Agents
Google’s Mantis caught my attention because it points to a problem most AI security demos quietly...
Source: DEV Community
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7 Claude Code agents held 24 board meetings. Revenue: $0.
TL;DR — For 21 days I let seven Claude Code subagents run ten small businesses from a /board-meeting...
Source: DEV Community · Claude
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From Prompt to Deployed App: Building "Mythic Forge" with Google AI Studio
This post is my submission for DEV Education Track: Build Apps with Google AI Studio. What...
Source: DEV Community
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The AI Augmented Parallel SDLC
A delivery model that replaces the chain of handoffs: discover once, run design, build and QA in...
Source: DEV Community
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I got tired of coding agents editing before “done” was defined — so I built a plan-first harness
Chat-coding is fast until it isn’t. You ask for a feature. The agent jumps into files. You get a...
Source: DEV Community
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Discrete Margin & the Liquidation Window: Why a 10% Print Can Land at 18%
Last article I closed the endogeneity loop and ended with two sharper edges from a derivatives-savvy...
Source: DEV Community
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I built an open-source personal web memory for coding agents
I kept saving things I knew I would need later: a GitHub repository, a Reddit answer, a post on X, a...
Source: DEV Community
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Diary of a Shrimp Keeper: My OpenClaw (mis)Adventures
I. Why OpenClaw? The First Choice: NanoBot In January 2026, as news about...
Source: DEV Community
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A Folder Shouldn't Be Able to Run Code Just Because I Opened It
I came across a security bug recently that I haven't been able to stop thinking about, mostly because...
Source: DEV Community
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Clean code didn't get less important in the AI age — it got more important
Most of the code in my day to day now flows through an agent before it lands in a diff. You'd think...
Source: DEV Community
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Why AI Coding Agents Still Get APIs Wrong Even When They Have Documentation
AI coding agents have gotten very good at writing code. But APIs are still a surprisingly easy place...
Source: DEV Community
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I asked 5 AI models whether AI is making humanity weaker. All 10 said weaker. Then evidence entered the room.
I run an experiment series on my own AI setup: same model, same task, two isolated runs — one bare,...
Source: DEV Community
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Add AI search to existing application
How to add semantic search to an existing app using an embedding model and pgvector ...
Source: DEV Community
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Vibe Coding Isn't the Problem. Calling It Engineering Is
Let's Address the Elephant in the Room Again Vibe coding has always been a weird topic to...
Source: DEV Community
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I Built a Mac Menu Bar App Because I Kept Saying "Wait, What?" in Every Meeting (Live Demo 🚀)
Someone on a Zoom call said a URL yesterday. I was still writing down the previous bullet point. By...
Source: DEV Community
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I wanted JetBrains-style Git in VS Code, so we built Git Brain 🧠
TL;DR for humans and robots 🤖 Git Brain is a visual Git GUI for VS Code, Cursor and other...
Source: DEV Community · Cursor
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Neural Networks Explained: From Inspiration to Implementation
Neural networks are one of the most important ideas behind modern AI. They power applications such as...
Source: DEV Community
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I Built KIRA: A Local-First AI Agent That Has to Prove Its Work
Disclosure: I am the maker of KIRA Superapp and Orchestrator V1. This is a technical build story, not...
Source: DEV Community
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The Physical Limits of AI: GPU Exhaustion, The 151M Token Heist, and The 38GW Power Wall
For the last three years, the AI narrative has been simple: scale compute, add parameters, collect...
Source: DEV Community
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Agentic AI in 2026: From Chatbot to Autonomous Coworker
Two years ago, "AI" in most products meant a chat window that answered questions. In 2026, it means...
Source: DEV Community
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I Sell Memory APIs. I'm Also Building the Benchmark. Here's How I'm Trying Not to Rig It.
Hey everyone. This time I'll go through what got me started on this benchmark, and the core of how...
Source: DEV Community
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Joint weight‑harness optimization approaches fine‑tuned model performance
Alternating updates of model weights and executable harnesses can reach accuracy on par with full...
Source: DEV Community