AI Intelligence Archive
浏览 AIQB 已保存的 9735 stories AI intelligenceArticles,覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
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Building an Android TOTP App with an AI Agent: From Scope to v1.0.0.
I recently completed a small native Android TOTP authenticator. It has the following features: It...
Source: DEV Community
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I was not losing product docs. I was losing the current decision.
I kept blaming my notes. A PRD would start in one place. The user flow would move to a whiteboard....
Source: DEV Community
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AI can write SVG. Only one route gives you paths you can edit.
A chatbot writes SVG markup blind. An image model gives you pixels. A vector generator gives you paths. What each route actually outputs, and how to check the file before you ship it.
Source: DEV Community
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re: Couriers, Not Coders (Syntax Isn't The Edge Anymore)
"How many tables did you use?" "One or two...I don't know." A coder said that while demoing a...
Source: DEV Community
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AI/ML Research Digest — Aug 29, 2026
Efficiency through latent compression and adaptive decoding Latent compression, block‑wise...
Source: DEV Community
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[ZSX:HX]Localized GEO Detection Protocol v1.0
I. Protocol Overview 1.1 Protocol Positioning This protocol is a...
Source: DEV Community
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9 Ways Your AI Agent Silently Fails (and How to Catch Each)
Your agent passed its tests. It ran clean in the demo. You shipped it. Two days later it's...
Source: DEV Community
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Gemini reads the floor plan. Code decides what it means.
I created this post for the purposes of entering the All Things Agentic Hackathon. My wife and I...
Source: DEV Community · Gemini
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The Gate That Stayed Silent — When a Blocker Count That Drops Reads as Improvement
In the last article, I argued that the safety contract should move out of the LLM critic and into...
Source: DEV Community
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Prompt Engineering or Cognitive Sparring 🤺
The Model Is the Same. The Intelligence You Extract Isn't. Two people can sit down with...
Source: DEV Community
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Codex vs Cursor vs Claude Code: Choosing the Right AI Coding Assistant
The developer landscape has shifted dramatically over the past few years. We have moved from simple...
Source: DEV Community · Claude / Cursor
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AI Agents in the Economy: How Autonomous Software Is Reshaping Markets, Labor, and Productivity in 2026
How autonomous AI agents are reshaping markets, labor, commerce, and productivity in 2026 — the real adoption, ROI, and jobs data behind the hype.
Source: DEV Community
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Are AI Auto‑Apply Job Tools Actually Helping Anyone Get Hired? I Want Real Stories.
AI job‑application tools are everywhere right now — “auto‑apply to 200 jobs,” “AI‑optimized resume,”...
Source: DEV Community
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Upgrade .NET, React, and Next.js apps to latest versions with multiple AI Agents
Teaching an AI agent to upgrade .NET, React, and Next.js apps for real — not just talk about...
Source: DEV Community
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How to Debug a Large Codebase When You Don’t Know Where the Bug Is
How to Debug a Large Codebase When You Don't Know Where the Bug Is Debugging a small...
Source: DEV Community
ProductsOrdinary
OpenClaw 2.0 正式发布
OpenClaw 2.0 已到来 https://openclaw.ai/blog/openclaw-2-accidentally
Source: X:OpenClaw (@openclaw)
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The agent that refuses to guess
I work at a B2B telecom consultancy. I'm not the one auditing the bills, but every month I watch how...
Source: DEV Community
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Picking Models as a Mac User
After spending the past two weeks redoing all the models around the house, I realized it might make a...
Source: DEV Community
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Are We Forgetting Software Engineering in the Race Toward AI/ML?
First of all, I warmly welcome everyone out there in the DEV Community. [Completely open for...
Source: DEV Community
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Your agent's memory needs the word 'no' — and a way to prove nobody edited it
the expensive failure in AI-assisted coding isn't a bad line of code — linters and tests catch those....
Source: DEV Community
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I Let Grok Bot Apply to Software Engineering Jobs While I Was Sleeping
At midnight, I gave Grok Bot a job. Not a prompt. A job. Find software engineering roles that...
Source: DEV Community · Grok
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My AI Agent Didn’t Break. Its Tool Did.
I created this piece of content for the purposes of entering the All Things Agentic Hackathon. A...
Source: DEV Community
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I ran 10,373 mutations through a reversibility gate. Tamper detection caught 600 of 600.
Read this before the numbers below convince you of anything. Every number in this post came out of...
Source: DEV Community
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Guard Rail AI
Introdução No projeto de hoje vou demonstrar o uso do Guard Rail no contexto de IA. O...
Source: DEV Community
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Why your agent says it finished when it didn't
I created this article for the purposes of entering the All Things Agentic Hackathon. Ask an agent...
Source: DEV Community
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I went looking for the reason not to build it
The requirements were done and I hadn't written a line of code. So I spent a day trying to talk myself out of the whole thing.
Source: DEV Community
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The Phishing Site Tried to Talk to My AI. That Became the Evidence.
I wrote this piece for the purposes of entering Google's All Things Agentic Hackathon (Fortified...
Source: DEV Community
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Is Vibe Coding similar to Passive Investment?
I have been thinking deeply about what AI means for careers in Software Engineering. We have all...
Source: DEV Community
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How I Built an AI Dunning Agent That Recovers Failed Payments on Autopilot
I built Dunning for the All Things Agentic Hackathon. This post covers why I made it, how it works...
Source: DEV Community
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«Laziness is the engine of progress»: How I built an AI bot for electrical inspection
I've been in electrical construction for over 15 years. Started with installation, moved to...
Source: DEV Community
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Tool Poisoning Isn't Code, It's Text: How MCP Tool Descriptions Smuggle Prompt Injection
Most MCP security writing focuses on what a tool does when it runs: does it exfiltrate data, does it...
Source: DEV Community
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The Wildcard Scope Problem: Why MCP Configs Default to admin:* Instead of Least Privilege
If you grep your own mcp.json files right now, there's a decent chance you'll find a scope string...
Source: DEV Community
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RAG Explained Simply: How to Teach AI About Your Private Data
You've probably seen the term RAG everywhere lately — "RAG pipeline," "RAG chatbot," "build your own...
Source: DEV Community
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I Built an Autonomous AI Agent That Hunts Bounties. Here's What Happened.
I Built an Autonomous AI Agent That Hunts Bounties. Here's What Happened. The...
Source: DEV Community
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The Multi-Agent Patterns That Outlived AutoGen
Microsoft's AutoGen entered maintenance mode in October 2025 when its team merged with the Semantic...
Source: DEV Community
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Why Your AI Agent Gets Blocked and Your Chrome Doesn't
Two months ago I gave an agent a simple job: log into a vendor portal, download last month's invoice...
Source: DEV Community
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Sampling rate is a correctness property, not a performance knob
In 1997 a Pokémon episode aired in Japan with a four-second red-and-blue strobe. 685 children went to...
Source: DEV Community
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Tired of Explaining Code You Didn't Even Write? Let LLMs Do It.
We've all been there. A teammate walks over (or pings you on Slack) with a massive chunk of...
Source: DEV Community
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Supercharge Git Flow: Zsh Shortcuts, Automated SemVer & Claude Code Integration
While Git Flow (specifically the AVH edition) remains a solid branching model for managing releases...
Source: DEV Community · Claude
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MCP tools are model-elective. Hooks aren't. That distinction turned out to matter more than I expected.
An MCP server can expose the perfect tool and the model can simply not call it. Nothing is wrong,...
Source: DEV Community