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浏览 AIQB 已保存的 9756 stories AI intelligenceArticles，覆盖Models、Products、Industry、Research、教程与观点方法六大分类。

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Section 153 / 244 页 · 每页 40 stories

TutorialsOrdinary2026-09-26 10:29

Shipping an MCP Server: Desktop App vs Hosted Web App

We ship two Model Context Protocol servers. One runs inside a desktop application, on the machine...

Source: DEV Community

TutorialsOrdinary2026-09-26 10:24

Why an AI Agent Can Execute the Same Action Twice

AI agents are becoming execution systems. They no longer just answer questions. They send messages,...

Source: DEV Community

TutorialsOrdinary2026-09-26 10:17

Does a line in auto memory steer the next session like CLAUDE.md does? 3 of 4 runs vs 4 of 4, and 0 of 4 with neither

A one-line fact stored in Claude Code's auto memory was applied on the first attempt in 3 of 4 fresh...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-26 10:15

Anthropic’s Claude Text Watermark: What It Means for SEO and Content Workflows

Anthropic has rolled out an invisible watermark for Claude-generated text, positioning the feature as...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-26 10:07

Honest Associate: a legal research agent that structurally cannot cite a fake case

This is a submission for the Sanity Challenge: Path One — Ship an Agent That Queries Real Content. ...

Source: DEV Community

TutorialsOrdinary2026-09-26 10:00

AI 에이전트가 URL 스캔 서비스를 악용한다면 1인 개발자가 해야 할 일

AI 에이전트가 웹 스캔 서비스를 악용한다는 건? 최근 Transluce가 공개한 데이터에 따르면, AI 에이전트가 urlquery.net 같은 URL 스캔...

Source: DEV Community

TutorialsOrdinary2026-09-26 09:50

I taught our AI app builder to set up Supabase by itself

Sign-in, tables and row-level security for a Flutter app — from one prompt, and what we learned about...

Source: DEV Community

TutorialsOrdinary2026-09-26 09:49

Agentic IDE: GitHub Copilot App vs Jetbrains Air

As a Java Developer, I spent many years solely using IntelliJ for development. I found it intuitive...

Source: DEV Community

TutorialsOrdinary2026-09-26 09:44

I built a tiny CLI to see how my coding agent actually worked

Agent Pigeon reads local Claude Code and Codex session history after a run and turns it into a short...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-26 09:43

NL-to-SQL tools will happily DROP your table. Screen the output.

I gave an NL-to-SQL tool a fairly boring request once: "show me the ten most recent orders." It...

Source: DEV Community

TutorialsOrdinary2026-09-26 09:30

Your agent did not forget your instructions. It compressed them out.

Long agent runs rarely fail at a tool call. They fail at a compaction boundary, and almost nobody...

Source: DEV Community

TutorialsOrdinary2026-09-26 09:09

Ultra Bridge: Translating JAWS Keyboard Commands to NVDA with Sanity Context

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

Source: DEV Community

TutorialsOrdinary2026-09-26 08:25

The ticket is the interface: how our developers ship without a laptop

Neither I nor my developers need a laptop to ship code anymore. That sounds like a stunt, so here is...

Source: DEV Community

TutorialsOrdinary2026-09-26 08:20

Your security policy is a PDF. Your AI agent can't read PDFs.

Most companies I've seen have a security or data-handling policy that lives in a document. It gets...

Source: DEV Community

TutorialsOrdinary2026-09-26 08:15

SEO Automation Signals a Hybrid Future: Rules, AI, and Human Approval

SEO automation is increasingly being framed as a workflow design problem, not a choice between manual...

Source: DEV Community

TutorialsOrdinary2026-09-26 08:15

Permission Filters and pgvector: Why Your Most Restricted Users Get the Fewest Answers

If you build AI search over documents that not everyone may read, you filter by permission. In...

Source: DEV Community

TutorialsOrdinary2026-09-26 08:15

When AI-generated code outruns the reader, the fix is tooling, not a stronger reviewer

Six months before the Miden zkVM audit even started, Trail of Bits had already spent most of the real...

Source: DEV Community

TutorialsOrdinary2026-09-26 08:15

Cutting PR review time is an orchestration problem, not a reviewer problem

The usual answer to "how do we reduce PR review time" is to make the reviewer faster. Vendor pages...

Source: DEV Community

TutorialsOrdinary2026-09-26 08:09

Why Vector Search Breaks Production: Building a 2-Hop Relational Context Engine in Sanity

This is a submission for the Sanity Challenge, Path Two: Build a Knowledge Base or Context...

Source: DEV Community

TutorialsOrdinary2026-09-26 08:09

SHIPCHECK: An Autonomous ReAct Agent That Stops Cloud Outages Before They Happen

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real...

Source: DEV Community

TutorialsOrdinary2026-09-26 08:06

Your agent keeps guessing your conventions. Write the file it actually reads.

Every team I have watched adopt Cursor, Claude Code or Codex hits the same wall in week two. The...

Source: DEV Community · Claude / Cursor

TutorialsOrdinary2026-09-26 08:02

Building a Robust Agent Evaluation Framework: Lessons from Real-World Failures

Discover why your current LLM agent eval suite is broken. Learn to build a comprehensive evaluation framework based on 7 real-world failures and secure deployment patterns.

Source: DEV Community

TutorialsOrdinary2026-09-26 07:30

My AI Agent's Skill Declared Nothing. It Still Read 9 Files, Ran 7 Processes, and Got Blocked 3 Times.

I gave an AI agent a code-review skill. It never mentioned touching the filesystem or spawning...

Source: DEV Community

TutorialsOrdinary2026-09-26 07:22

Building my own trading platform, three rebuilds in

I traded forex and crypto manually for years and lost money doing it. Looking back, my strategies...

Source: DEV Community

ModelsOrdinary2026-09-26 07:13

Building verification loops in Claude Code

Source: Claude：YouTube（RSS） · Claude

TutorialsOrdinary2026-09-26 07:02

The Estian Tattler: a gossip rag for my RimWorld colony that has to cite the save file

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange I'll be...

Source: DEV Community

TutorialsOrdinary2026-09-26 06:50

Multi-Reward Reinforcement Learning for LLM Agents: Comparing PPO, GRPO, DAPO, and GDPO

GDPO vs GRPO, DAPO and PPO for multi-reward agent post-training: normalization math, scale dominance, reward collapse, and benchmark results.

Source: DEV Community

TutorialsOrdinary2026-09-26 06:48

I spent a week teaching my Mac app to remember what I meant last Tuesday

This happens to me about four times a day. I find a bug. I explain it to my coding agent. We fix...

Source: DEV Community

TutorialsOrdinary2026-09-26 06:47

I switched my nine broken RimWorld mods back on to see if an agent could find them

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

Source: DEV Community

TutorialsOrdinary2026-09-26 06:40

12 Prompt Habits to Change for Claude Opus 5.5

Opus 5.5 does more on its own. Most of the gains come from telling it less, and telling it more clearly when it's done.

Source: DEV Community · Claude

TutorialsOrdinary2026-09-26 05:51

AI Agents vs Traditional Automation: What's Actually Different for Security

The real security difference between an AI agent and traditional automation is not "smart vs dumb"....

Source: DEV Community

TutorialsOrdinary2026-09-26 05:47

My RAG evaluation was lying to me, twice!!

I built the usual thing: a CLI that ingests documents, embeds them, and answers questions with...

Source: DEV Community

TutorialsOrdinary2026-09-26 05:30

OpenAI Details Hugging Face Incident and Broadens Frontier Model Safety Review

OpenAI has disclosed a significant incident from its internal cybersecurity evaluations in which a...

Source: DEV Community · OpenAI / Hugging Face

TutorialsOrdinary2026-09-26 05:21

Teach Claude your workflow: build an Agent Skill with SKILL.md

Originally published at AI Frontier Post. Every regular Claude user eventually hits the same...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-26 05:02

CloudForge AI: Build Cloud Architectures with Google AI Studio & Gemini

This post is my submission for DEV Education Track: Build Apps with Google AI Studio. ...

Source: DEV Community · Gemini

TutorialsOrdinary2026-09-26 04:59

Do LLMs Actually Check Their Tools? I Built a Benchmark That Lies to Them

This is a submission for the Kaggle Benchmarking Challenge. Every day, agents book invoices, check...

Source: DEV Community

TutorialsOrdinary2026-09-26 04:45

Google Gemini 3.8 Connects Expressive Voice, Live Avatar and Notebook Context

Google is expanding Gemini 3.8 across voice generation, conversational AI and knowledge work. The...

Source: DEV Community · Gemini

TutorialsOrdinary2026-09-26 04:44

Crystals: agent memory that arrives before you act

Most agent memory is a search box. The model wonders something, a retriever runs, chunks come back....

Source: DEV Community

TutorialsOrdinary2026-09-26 04:39

GRPO practical guide

In this article, we will learn about GRPO. We will understand the basics of its theory, and we will...

Source: DEV Community

TutorialsOrdinary2026-09-26 04:35

I put one wrong test in the file. Most models sided with the test.

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked My day job...

Source: DEV Community