AI Intelligence Archive
浏览 AIQB 已保存的 9740 stories AI intelligenceArticles,覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
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Google Search Console Rolls Out AI Reporting and Controls to Websites Worldwide
Google has completed the worldwide rollout of Search Generative AI performance reports and controls...
Source: DEV Community
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I Used Every AI Coding Assistant I Could Find for a Month. Here's What I Actually Pay For Now
One developer tested Copilot, Cursor, Codeium, Tabnine, Replit AI, v0, Bolt and Lovable on the same two jobs for a month. What survived the renewal, what got cancelled, and the one skill that matters in 2026.
Source: DEV Community · Cursor
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AI Made Coding Faster. Now the Bottleneck Has Moved.
The code is being produced faster than I can confidently review, validate, and ship it. ...
Source: DEV Community
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An AI-Fixed Test Passed. What Should QA Check Next?
One thing I’ve been thinking about something that sounds simple but is actually a little tricky: what...
Source: DEV Community
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n8n’s AI Security Monitoring Guide Explains How to Detect Risks in AI Workflows
n8n has published new guidance on AI security monitoring for production environments, arguing that...
Source: DEV Community
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The Circuit Breaker Pattern: Why Deterministic Code Hooks Beat Agent Self-Correction in Production LLM Pipelines
Original Article published on ZeroLabs. The Circuit Breaker Pattern: Why Deterministic...
Source: DEV Community
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🤖 Hermes Agent Advanced Features Explained: Loop, Goal, Cron, Delegation, Bot Mode, Kanban & Mixture of Agents
Using Hermes Agent as a normal AI assistant is pretty straightforward. You give it a task. It...
Source: DEV Community
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Can I remove the AI-generated tag from my AI-generated course?
I recently used DeepSeek v4 Pro to generate an embedded systems course for app, game, or web...
Source: DEV Community · DeepSeek
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171 days, zero to first subscription — what actually worked
On September 7, 2026, someone paid $12 for KweliAI Pro Monthly. 171 days after I started building in...
Source: DEV Community
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The Agent Doesn't Have to Be Malicious for the Action to Be Dangerous
We often talk about malicious AI. Rogue AI. Misaligned AI. AI agents going beyond their...
Source: DEV Community
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Why I am not sad that the machine writes the code
A fourth piece, after "What's left when the machine writes the code", "How to start when the machine...
Source: DEV Community
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Context Hydration: When Memory Becomes Voice
Part 7 of the Building the AI Memory Stack series Back in Part 1, I made a promise: memory...
Source: DEV Community
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Docker Security Dispatch — Issue 6: Wait Five Days, Take a SIP ☕
The repository was real. The publishing workflow was trusted. The provenance checked out. The...
Source: DEV Community
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Top 4 Open-Weight Coding Models for Local Workstations in Late 2026
Discover the top 4 permissive open-weight coding models for local developer workstations: Muse Spark 1.2, Qwen3.8-27B, Muse Glimmer, and Qwen3.8-Flash-Next.
Source: DEV Community · Qwen
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Top 5 Rust-Powered CLI Utilities to Modernize Your Terminal in 2026
Explore the top 5 Rust-powered CLI tools to replace legacy Unix utilities: ripgrep, bat, eza, zoxide, and fd for speed and ergonomics.
Source: DEV Community
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Claude Code vs Cursor vs Codex: I Tested All Three on the Same Task
The AI coding agent space has gone from "novelty" to "daily driver" fast. Three tools — Claude Code...
Source: DEV Community · Claude / Cursor
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Build an RFP Response Manager with ToolJet MCP
Introduction An RFP response team uses this app to track active requests, assign SMEs, and...
Source: DEV Community
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5 AI Gateways That Actually Work in Production (2026)
If you've built a serious AI application, you've probably hit the same wall: hardcoding a model into...
Source: DEV Community
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One question, 437,000 tokens: what real agents found in our MCP server
Eighteen scenarios, two hosted connectors, one production MCP server. The traces, the token numbers, and a JSON-RPC bug we only found by reading the spec twice.
Source: DEV Community
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Has AI Made You A Lazier Developer? Be Honest.
Haven't you ever wondered if this AI vibe coding has made us lazy? Who's been solving problems on...
Source: DEV Community
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I built a testing tool for AI agents — it caught a real prompt-injection vulnerability in a local model
I've been building Agenci — open-source CI/CD testing for AI agents (functional tests, security...
Source: DEV Community
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WordPress Performance From The Code Side — No Plugins Needed
WordPress Performance From The Code Side — No Plugins Needed Every WordPress site...
Source: DEV Community
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Your Agent Remembered the Fact. It Answered Like a Stranger.
A memory system can return the exact fact a request depends on whenever that fact is named, and still...
Source: DEV Community
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Debugging the Black Box: Why Session Replay, Error Tracking, and Structured Logs Are the Missing Observability Layer for Production AI Agents
AI agents in production fail silently in non-deterministic ways. Learn the observability architecture—session replay, semantic error tracking, and structured logs—that makes them debuggable.
Source: DEV Community
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Attention is simpler than you think - A hand-crafted superhero transformer
Part of the TechAarvam workshop support files — Build Your Own Model. Attention is...
Source: DEV Community
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We Let Claude Code Refactor Our 200K-Line Java Monolith. Here's the Honest Result.
A real post-mortem on 6 weeks of AI-assisted refactoring — what it got right, what it silently broke, what we'd do differently, and the hybrid model we actually shipped.
Source: DEV Community · Claude
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EU Opens €96 Million in Cybersecurity Calls Covering AI Tools, SMEs and Cable Resilience
The European Union has opened seven new cybersecurity funding calls worth a combined €96 million...
Source: DEV Community
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One Visual Rule from a 3.2M-View TikTok — Rebuilt with an MCP Agent
A “dog as a skateboard” AI clip had about 3.2 million views on TikTok when I checked on September 6,...
Source: DEV Community
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I Built a Local Gateway for Using ChatGPT and Gemini from VS Code
A local, Docker-based gateway that connects VS Code to ChatGPT and Gemini browser sessions.
Source: DEV Community · ChatGPT / Gemini
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Wiring a Reachy Mini into OpenClaw without trusting the robot
I put a Reachy Mini in the living room. It is a small desktop robot from Pollen Robotics, now part...
Source: DEV Community
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MU/TH/UR 6000: an anonymous AI terminal, a full tour
I built a free AI terminal where you never make an account — and I styled it as the ship computer...
Source: DEV Community
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AI-LMC Phase 00 — I just wanted to make easy money with AI, so obviously I'm now building a legacy app from scratch 🐼 (Part 1)
I want to make money with AI. Ideally, easy money. To put it more precisely: I want to hand as...
Source: DEV Community
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Is AI Making Us Slower?
It feels like the industry’s new mantra isn't building software anymore, but manufacturing...
Source: DEV Community
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🤖 What happens when your AI agent trusts outdated docs? I built Docgrity to find the gaps.
🚨📢Launching Docgrity 🚀: Documentation integrity for you, your team, and your agent friends. 🤖 ...
Source: DEV Community
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How I review AI agent PRs in 10 minutes (checklist you can steal)
AI-generated pull requests are getting better at looking finished. That is exactly why I review them...
Source: DEV Community
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What Comes After LLMs? Mamba, Diffusion & World Models
AI hype follows a rhythm: roughly every three years, the architecture everyone is betting on gets...
Source: DEV Community
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The Difference Between an AI Chatbot and an AI Agent
If you ask a normal AI chatbot something like “what is the weather in Mumbai right now?”, it will...
Source: DEV Community
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The AI Agent Remembered Everything. That Was the Failure.
Two isolated checks can pass while persistent agent memory turns an unsupported customer claim into permission to act.
Source: DEV Community
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Building AI Skills: GitHub Copilot Extensions, Claude Tools, and Reusable Agent Capabilities
One skill, three platforms. A complete guide to building a custom capability for GitHub Copilot, Claude, and your own AI agents — with real code, architecture diagrams, and a decision framework for when to use each.
Source: DEV Community · Claude
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I built a study operating system so AI would stop doing my learning for me
A practical workflow that connects fundamentals, college, certifications, real hiring challenges, and an auditable AI learning log.
Source: DEV Community