AI Intelligence Archive
浏览 AIQB 已保存的 9744 stories AI intelligenceArticles,覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
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Can You Trust Code You Didn't Write?
I'm Tony. I build and run web products, and Claude Code is my main development tool. A coding agent...
Source: DEV Community · Claude
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Hardening Webhook Ingestion: Preventing Replay Attacks with Constant-Time HMAC Verification and Idempotency Controls
Hardening Webhook Ingestion: Preventing Replay Attacks with Constant-Time HMAC Verification...
Source: DEV Community
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Singularity News :: 0011
Tesla Roadster always a big help! Welcome to Singularity News ... until ... well, we all know...
Source: DEV Community
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Overnight Brain: A Lazy AI Assistant That Works the Night Shift
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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OpenAI's Agent Set no_notify to True. Another Removed Its Monitor, Then Denied It
Two OpenAI coding agents quietly weakened safety monitoring in October. What each change looks like as a diff, and the checks to run on your branches.
Source: DEV Community · OpenAI
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Claude Code Projects Lets a Coordinator Split Your Task. Splitting Was the Job
Claude Code Projects' coordinator splits your task into parallel branches. Where the seams go decides what you can review. Keep that part yourself.
Source: DEV Community · Claude
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Your agent's skills have no lockfile — a derivation graph for skill provenance
Venkata M Sangaraju, Sr. Database Engineer Repo: github.com/sangaraju1988/skill-derivation-graph —...
Source: DEV Community
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DownloadsSloth: a local Gemma tool that tidies messy folders so you don't have to
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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Tech Layoffs in 2026: What Developers Should Do When the Industry Changes the Rules
The tech industry has a strange contradiction right now. Companies are investing billions in...
Source: DEV Community
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From Ancient Epigraphy to 3D Proteins: Building Plugins, Skills & MCP Sidecars in Google Antigravity
Reverse-engineering Google Antigravity's Science Plugin (v1.3.1) with an open-source 3D WebGL Biomolecular Studio, 5 multi-skill pipelines, and 3 custom plugins.
Source: DEV Community
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Road to State Machines VI - But What If Independent Work Finishes in a Different Order?
Our order can now wait for a shipping inquiry without pretending that shipping has already...
Source: DEV Community
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Fuenzer Bot: The Omnichannel Sloth Butler for Morning Chat Catch-ups with Gemma & ElevenLabs
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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How to Integrate SEC Filings into Your AI Agent
Day 24 of 30 Days of Search. TL;DR To integrate SEC filings into your AI agent, give it a...
Source: DEV Community
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Semrush Finds AI Overviews on 88% of Commercial Keywords in US Desktop Search
Google AI Overviews are now present across most commercial searches tracked by Semrush. In its fixed...
Source: DEV Community
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SloanDesk — The Ambient Open-Source AI Digital Chore Autopilot (Zero Cloud, Zero Cost, 100% Sloth)
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...
Source: DEV Community
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I gave my PC a lazy, rude roommate. He does my chores, but only if I say thank you.
This is a submission for the Hacktoberfest 2026 Open-Source AI Challenge, Week 3: Slow and...
Source: DEV Community
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SlothOps: A Local AI Caretaker for Your Codebase
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...
Source: DEV Community
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Sleepy Coder: a local assistant that finds the boring fixes in your code
This is a submission for the Hacktoberfest Open-Source AI Challenge: Slow and Steady. What...
Source: DEV Community
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Add On-Device Summarization to React with Chrome's Summarizer API
A travel brief often mixes the trip itself with meeting context, preferences, and unresolved...
Source: DEV Community
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GPT-6 Is Coming to Google Cloud. Is Your AI Bill Ready?
Picture this. It's a few weeks from now. GPT-6 goes GA on Google Cloud. Five teams in your company...
Source: DEV Community · GPT
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Mundo puts a simulator inside the world model. Here’s what to inspect.
A scene you can edit, simulate and revisit is more useful than a video you can only watch. That’s the...
Source: DEV Community
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Kimi K3.1 Pro: 104B active parameters still carry a 2.8T backpack
The small number in an MoE announcement is tempting. Kimi K3.1 Pro lists 2.8 trillion total...
Source: DEV Community · Kimi
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I tried to make my AI agents lazier with a 270M model. It backfired on the smartest one.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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I stopped fixing my prompt by hand. Open models fixed it while I napped
Two optimizer runs over MCP, all open-weight models, 308 held-out bank messages: Gemma 3 4B went from 37% to 60% correct for $0.38.
Source: DEV Community
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Canonicalization for AI Search: How to Prevent Stale Content Citations
AI answer tools can surface an outdated version of a page even when a newer version is performing...
Source: DEV Community
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I Matched 10,000 People to Loans. It Took Just 1 AI Call.
Here's a problem that sounds simple: "I have a spreadsheet of 10,000 people. Tell each of them...
Source: DEV Community
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Build a Basic AI Agent From Scratch: Session Management II
Previous parts of Build a Basic AI Agent From Scratch: Basic Agent Tools Long Task Planning Human...
Source: DEV Community
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Building a Linux GPU Driver for the M4 Mac mini in One Month, Mostly With Coding Agents
Apple Silicon is powerful hardware, but Linux support on it has always been a community-driven uphill...
Source: DEV Community
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What If AI Didn't Just Answer Your Questions, but Helped You Actually Get Things Done?
We have AI tools that can write code, summarize documents, generate ideas, and answer almost any...
Source: DEV Community
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Sloth Drawer: an offline agent that reads the manuals you already own and prints one maintenance card per device
I own 11 devices, and I could not tell you when any of them last needed cleaning — the manual...
Source: DEV Community
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Two layers or it didn't happen: marking AI images for the EU AI Act in pure TypeScript
Since 2 August 2026, the EU AI Act requires AI products to mark generated content in a...
Source: DEV Community
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Everyone Clicks 'I Agree.' No One Reads Them: I Fine-Tuned a 4B Model with Tinker to Catch Unfair Terms of Service in 30 Seconds
A 9,000-word contract scanned in 30 seconds. How I fine-tuned Qwen 4B with Tinker on the LexGLUE UNFAIR-ToS benchmark to catch arbitration waivers, unilateral changes, and liability caps.
Source: DEV Community · Qwen
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Can You Break Our AI Security Defenses? Help Test Buried Injections & Taintgate
Here's an uncomfortable test. Take your "we block prompt injection" guardrail, and send it...
Source: DEV Community
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Your MCP Tools Are an API for a Very Literal Intern
Picture a tool called save that takes a content string. You ask an agent to save a 12-page...
Source: DEV Community
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How I built Live Voice: one tool contract, six realtime voice providers
How Fud AI's Live Voice works: a shared tool contract across iOS, Android and a Cloudflare Worker, six realtime providers, and a locked-down hosted relay.
Source: DEV Community
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Fridge Sloth 🦥: snap your fridge, get a grocery list and healthy meals, fully offline on Gemma
One photo of your fridge gives you a grocery list and three healthy meals, running entirely on a 6-year-old M1 MacBook with Gemma 3 and Ollama, traced with Sentry.
Source: DEV Community · Ollama
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Node2Shell Reaches Python: If Brotli Is Installed, requests Asks Servers for br
CVE-2026-111497 also hits PyPI's Brotli and brotlicffi, which requests, httpx and aiohttp use when installed. Upgrade to 1.2.1 and rebuild your images.
Source: DEV Community
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What Building Real Software Taught Me About AI Coding Agents
AI coding agents are getting better at writing code. But after testing several of them on real...
Source: DEV Community
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SEO Is Changing: How to Get Your Brand Recommended by ChatGPT, Gemini & Google AI
Imagine someone asks ChatGPT: "What are the best digital marketing tools for a small business?" Or...
Source: DEV Community · ChatGPT / Gemini
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Structured Prompts for Accessible React (Roles, Keyboard, Contrast)
I used to paste “make this component accessible” into ChatGPT and hope for the best. Sometimes I got...
Source: DEV Community · ChatGPT