AI Intelligence Archive
浏览 AIQB 已保存的 6372 stories AI intelligenceArticles,覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
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How Do We Extract the “Why” from a PR into a CHANGELOG with Jev? 🤔
Hoi hoi! 👋 I'm @nyaomaru, a frontend engineer currently building an AI-assisted CHANGELOG generator...
Source: DEV Community
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12 of 13 AI models knew the new name and still wrote the old one
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked TL;DR. I...
Source: DEV Community
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Does AI Lie More in Hinglish? I Benchmarked 5 Models published: false
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I'm from...
Source: DEV Community
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Our AI Coding Agent Burned Real Money Fixing a Bug a Human Would Have Caught in Five Minutes
This is a cost pattern that's showing up across teams adopting autonomous coding agents in almost the...
Source: DEV Community
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SoundWalk: five seconds of sound, one minute outside
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...
Source: DEV Community
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What it took to get an MCP server into Claude's directory (and what broke along the way)
I'm Alex. I build Fuxux on my own. It's a social media scheduler: you write a post once and it goes...
Source: DEV Community · Claude
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Two agent CLIs, one repo: sharing context between Claude Code and Codex without stepping on each other
I run Claude Code and Codex against the same codebase every day on macOS. For the first month they...
Source: DEV Community · Claude
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SlopShape Finds AI Writing Patterns That Survive Paraphrasing in Commercial Content
A new research preprint suggests that the structure of a web article can be a powerful signal of AI...
Source: DEV Community
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I Distilled a 397B Model Into a 4B One for $1.60. It Now Catches 28 of 33 Park Alerts That Should Stop Your Hike.
A Qwen3.5-4B LoRA trained on Tinker reads all 627 live National Park Service alerts, is graded against the rangers' own labels, and prints one go/no-go trail card a week. Then it stops talking.
Source: DEV Community · Qwen
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Measure Once, Distribute Everywhere: A Central Telemetry Engine for GenAI
Monitoring traditional web microservices is straightforward. You track HTTP status codes, request...
Source: DEV Community
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Why Cursor Decodes JWTs Instead of Verifying Them (CWE-347)
AI editors fix a Next.js middleware build error by swapping jwt.verify() for jwt.decode(), so anyone can forge an admin token.
Source: DEV Community · Cursor
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RivalFree: Multi-Agent Competitive Analysis Engine Powered by Gemma & SerpApi
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...
Source: DEV Community
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Nimbus Choir: Point Your Phone at the Sky, Hear It Sing
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...
Source: DEV Community
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I wanted Claude to delegate to a local model. That became MAF.
I started building MAF because I wanted to make AI more reliable and spend less on it. My idea was...
Source: DEV Community · Claude
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I tried to make Claude Code cheat on tests. Here's when it did.
Everyone has a story about a coding agent "fixing" a failing test by editing the test. I wanted a...
Source: DEV Community · Claude
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Building Agentic Engineering Resilience: Using VS Code Copilot Automations + Datadog MCP for Recurrent Error Detection and Fixing
In the agentic engineering world, coding agents generate a lot of code quickly. The bottleneck shifts...
Source: DEV Community
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AI agent benchmark: I gave 9 models a destroy button and a job that needed it
This is a submission for the Kaggle Benchmarking Challenge An AI agent benchmark for tool use should...
Source: DEV Community
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Iam 12 .The AI Industry is Building Bloat. I Built a 142KB Voice-Enabled AI Mentor on a $150 Phone.
Hey DEV Community! 👋 Let’s be real for a second: the current state of AI apps is getting a little...
Source: DEV Community
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I built an open-source Trello where a custom Pi agent harness does the cards
My to-do list kept growing faster than I could clear it, and most of it wasn't hard work. "Compare...
Source: DEV Community
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When Product Strategy Meets AI: What Happens to Metrics, Alignment and Decisions?
1. Introduction I have worked on application analytics projects, and there is one question...
Source: DEV Community
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Chhath Ghat Guide: an offline AI helper for the day the network dies at the ghat
The ghat, the crowd and the dead network Every year during Chhath Puja, lakhs of families...
Source: DEV Community
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Meta Muse Prompt Injection: How a Malicious Web Page Can Hijack an AI Agent
Your AI agent doesn't have to be hacked if it can be convinced to hack itself. That is the...
Source: DEV Community
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Best LLM for Translation? I Tested Six Models on 46 Manga Pages
Six LLMs, the same 46 manga pages, 278 lines, every mistake counted. Two models made none. A light model beat a middle one, and most mistakes were not about vocabulary.
Source: DEV Community
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GreenBreak — How I Used Open-Source Gemma 2 to Force Screen-Addicted Developers to Touch Grass 🌱
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch...
Source: DEV Community
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Why AI Agents Need Their Own Permission Model
AI agents are rapidly making their way into production systems with access to real customer data,...
Source: DEV Community
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FieldQuest: Your Neighbourhood Is More Interesting Than Your Feed
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...
Source: DEV Community
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Less Screen, More Green: Meet EcoTrace AI
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I...
Source: DEV Community
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Grow a Song: my run wrote its own soundtrack, with Gemma running on my phone
This is a submission for the Hacktoberfest Open-Source AI Challenge, Week 1: Touch Grass. ...
Source: DEV Community
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WildQuest: Offline Nature Quests with On-Device Qwen AI
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...
Source: DEV Community · Qwen
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200 agents, 2,011,438 tool calls: who's paying for your AI?
A team I worked with shipped 200 internal agents last quarter. The monthly bill landed at 2,011,438...
Source: DEV Community
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Google's mythbusting guide says stop obsessing over Schema. The data agrees.
When Google published its official guide on optimizing for generative AI features in Search in May...
Source: DEV Community
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Beyond Leaderboard Illusions: Benchmarking Multi-Turn Agentic Feedback Loops in Autonomous Software Engineering with TFD-Bench
Beyond Leaderboard Illusions: Benchmarking Multi-Turn Agentic Feedback Loops in Autonomous...
Source: DEV Community
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WildProof: Go Outside With a Question, Come Back With Evidence
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...
Source: DEV Community
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Grass Bingo: a daily nature card your phone checks offline, with an open-weight model
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...
Source: DEV Community
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What a Multimodal AI Workspace Actually Looks Like When It's Built Right
Here's the shape of a normal hour of AI-assisted work right now. You're in a chat tool, and it gives...
Source: DEV Community
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Your AI Dashboard Is Green. Your Delivery Isn't.
A diagnostic companion to DORA and DX metrics for SDMs and Directors Faros AI looked at...
Source: DEV Community
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I let an agent run unattended overnight. At 3am it emailed 400 customers the wrong thing.
I found out at 9am what my software did at 3am. That's the whole story of unattended automation in...
Source: DEV Community
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I let 10 AI models grade their own homework. Only 2 went easy on themselves.
This is a submission for the Kaggle Benchmarking Challenge Gemini 3.8 Flash solved a counting...
Source: DEV Community · Gemini
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A Folder That Contains Nothing Is a Lie
Folders make you decide where something belongs before you know where you'll need it. I made that bet in a side project and it broke the whole point of it.
Source: DEV Community
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SketchWild: Draw Outside,Look Closer
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass. 🌿...
Source: DEV Community