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浏览 AIQB 已保存的 9752 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 171 / 244 页 · 每页 40 stories

ResearchOrdinary2026-09-21 19:47

ActGov: Governing LLM Agent Actions via Policy-Constrained Validation

Large language model (LLM) agents increasingly execute long-horizon workflows through external tools, allowing untrusted outputs to influence subsequent actions and exceed user authorization. Existing defenses isolate injected content or c…

Source: arXiv

TutorialsOrdinary2026-09-21 19:08

How monday.com Runs Agent Evals Against Real Dependencies: Webinar Recap

An agent eval suite's outcome can only be trustworthy if it's operating in an environment similar to...

Source: DEV Community

TutorialsOrdinary2026-09-21 18:58

I Tried to Break My Robot Accountant (So Nobody Else Could)

Ciao Amici 👋 Make some chai, because the robot accountant is back, and this time I am the one...

Source: DEV Community

TutorialsOrdinary2026-09-21 18:45

Building Bivack: A Cloud Dev Sandbox for Coding Agents on AWS Lambda MicroVMs

I wanted to run coding agents somewhere other than my laptop. Bivack gives each user a per-user AWS Lambda MicroVM with a persistent home on Amazon S3 Files, reachable from a browser terminal or a VS Code workbench. Here is how it works an…

Source: DEV Community

TutorialsOrdinary2026-09-21 18:44

TypeSafe AI and Jev in PHP: Model Routing and Classifier with Neuron AI

Every agent I have written contains a line that took me ten seconds to type and that I kept...

Source: DEV Community

TutorialsOrdinary2026-09-21 18:13

We didn't make the models smarter. We built the thing that catches them confidently wrong — and it caught us too.

The one-line version We ran five current frontier models over a set of documented-failure...

Source: DEV Community

TutorialsOrdinary2026-09-21 18:08

why on earth does the Claude logo still look like a sphincter?

I need to talk about the Claude logo. Seriously. It's 6 in the morning on a random Monday and this...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-21 18:06

Set up a .NET application w/th OpenTelemetry, and trace/evaluate in Langfuse

Introduction Currently, we are working on many products infused with AI across the...

Source: DEV Community

TutorialsOrdinary2026-09-21 18:05

Your LLM has no memory. Your application had better have one.

Intro Every LLM tutorial has the same shape. You send a list of messages, you get a reply,...

Source: DEV Community

TutorialsOrdinary2026-09-21 17:30

The boring half of AI: verification is harder than generation

A closing thesis on the operational meaning of trust, drawn from the tools I have been building.

Source: DEV Community

TutorialsOrdinary2026-09-21 17:20

Trying Jev: What Happens When the Model Only Picks

A listing arrives from the Cinema Museum in Kennington. It's the quarterly meeting of the UK Buster...

Source: DEV Community

TutorialsOrdinary2026-09-21 17:01

Choose by eye, leave with a prompt: an unofficial Impeccable design browser

Demo: impeccableworlds.vercel.app Repo: github.com/alonsarias/impeccable-worlds Lineage:...

Source: DEV Community

TutorialsOrdinary2026-09-21 16:56

Are you good enough? Who sets the bar?

Friday, I had a tech interview, aced it... Well except manual code review... That had me spiraling....

Source: DEV Community

TutorialsOrdinary2026-09-21 16:51

Faux Pas Atlas: an etiquette guide with no verdict field

This is a submission for the Sanity Challenge: Vibe-Code Something Strange. What I...

Source: DEV Community

TutorialsOrdinary2026-09-21 16:30

Vercel AI SDK Alternatives and Where to Host Them in 2026

Compare Mastra, LangGraph, LlamaIndex, PydanticAI vs Vercel AI SDK. Best hosting per framework, with netcup, Hetzner and Railway prices re-checked Sept 2026.

Source: DEV Community

TutorialsOrdinary2026-09-21 16:28

I build a Tool for Open source Maintainers

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

Source: DEV Community

TutorialsOrdinary2026-09-21 16:23

Benchmarking Jev: what a decision model can (and can't) do in an agent harness

Model under test: jev-1.13.0 · Date: Sep 2026 · Code & raw results:...

Source: DEV Community

TutorialsOrdinary2026-09-21 16:10

AI crawlers in WordPress logs: GPTBot shows up, Google-Extended never does

Google-Extended and Applebot-Extended, two of the names that robots.txt guides list most often for...

Source: DEV Community

TutorialsOrdinary2026-09-21 16:00

Hands-off DJ for my child's baptism: Spotify, djay, an iPad, and an agent that ignored the brief

My child's baptism party was at a pub. I wanted proper music — a black music jukebox, not a Spotify...

Source: DEV Community

TutorialsOrdinary2026-09-21 15:32

I was sure Figma would reject my cover art. The email asked about something else.

A few years ago, my Figma skills were roughly limited to whatever I could make from templates...

Source: DEV Community

TutorialsOrdinary2026-09-21 15:14

What If Your AI Agent Never Had to Leave the Browser? (Demo 🚀)

I haven't written anything lately because, honestly, I just didn't have the headspace for it. There...

Source: DEV Community

TutorialsOrdinary2026-09-21 15:10

Omnichannel AI agents: sharing long-term memory between a voice and a chat agent with Amazon Bedrock AgentCore Memory, Strands and Amplify Gen 2

🏃 TL;DR In the first article I built semantic product search on Amazon DynamoDB Vector...

Source: DEV Community

TutorialsOrdinary2026-09-21 15:05

Building and Training LLM from scratch (No GPU)

Building a 10M Parameter LLM from Scratch on Google Colab Free Tier How I trained a...

Source: DEV Community

TutorialsOrdinary2026-09-21 15:00

SpellBook of Skill: The Twin Project Nobody Asked For, But I Built Anyway 🧙🏻‍♂️

Overview Hey everyone 👋 A while back I launched Spellbook of Prompt, my curated...

Source: DEV Community

TutorialsOrdinary2026-09-21 14:24

Drafts, audit logs, or 'don't': three ways platforms handle AI agent writes

Sanity writes to a draft by default, Notion logs it afterwards, Supabase tells you not to connect at all. Three quotes from three docs, and the gap all three leave open.

Source: DEV Community

TutorialsOrdinary2026-09-21 14:02

OpenAI + Vercel Makes the Architecture Even More Interesting

On September 10, 2026, Vercel announced integration for building and deploying OpenAI Agents API...

Source: DEV Community · OpenAI

TutorialsOrdinary2026-09-21 14:01

I Built My Own AI Copilot for Excel Desktop — Without Paying for Microsoft 365 Copilot

I use Excel a lot. And like many Excel users, I eventually wanted something more powerful than...

Source: DEV Community

TutorialsOrdinary2026-09-21 13:57

Building a Client-Side DAG Runtime with Kahn's Algorithm

How to build a high-performance, browser-native DAG workflow execution engine using Kahn's topological sort, safe variable interpolation, and wavefront concurrency.

Source: DEV Community

TutorialsOrdinary2026-09-21 13:53

Your AI-built app works. That doesn't mean it's safe to take money on.

Lovable, Bolt, Replit, v0 and Cursor will get you from an idea to a deployed, working product in a...

Source: DEV Community · Cursor

TutorialsOrdinary2026-09-21 13:49

I automated most of my DB Admin job — then open-sourced it!

2am. Checkout's down. I'm on the floor, laptop on a pizza box, praying to EXPLAIN ANALYZE. Again. 8...

Source: DEV Community

TutorialsOrdinary2026-09-21 13:38

The Leverage Subsidy: When the Backstop Builds the Tail It Truncates

Fat Tail Notes · Part 15 · V10-P4 Part 14 showed that a transparent backstop gets front-run, and...

Source: DEV Community

TutorialsOrdinary2026-09-21 13:14

How to stop AI from confidently shipping broken code (a pattern that actually works)

The scariest diff passed every test — and would've lost a customer money. The scariest diff AI ever...

Source: DEV Community

TutorialsOrdinary2026-09-21 12:15

When is an aggregate really anonymous? Differencing attacks on AI query layers

A sum is not anonymization. Whether a number over special-category personal data (Art. 9 GDPR) says...

Source: DEV Community

TutorialsOrdinary2026-09-21 12:13

A 1,145-Star CLI Promised "Nothing Leaves Your Machine". It Executes a Hidden Payload at Import Time.

A 1,145-star dev tool that claimed to run entirely locally fetched and executed code at import time. The five static checks that now gate every repo I install for my coding agents - and where they still fail.

Source: DEV Community

TutorialsOrdinary2026-09-21 12:12

An AI builds to the contract it can read, not the one you meant

AI Harness Engineering · Essay Four · derek wang (derekwang85) A century before anyone called...

Source: DEV Community

TutorialsOrdinary2026-09-21 12:03

The Great Regulatory Illusion: Why Bureaucracy Will Break AI (And Why Open-Source Meritocracies Must Save It)

Imagine a world where training a model with too many parameters or open-sourcing weight files lands...

Source: DEV Community

TutorialsOrdinary2026-09-21 12:02

A six-asset acceptance test for AI game art generators

Disclosure: I maintain FrameSprite, a browser-based AI game asset and sprite animation tool. This...

Source: DEV Community

TutorialsOrdinary2026-09-21 12:00

Dev log #22 Tearing out the old: Deleting 3,800 lines of legacy p2p code

Hi, glad you found your way here. I'm Yash, a developer who contributes to open source, mostly p2p...

Source: DEV Community

TutorialsOrdinary2026-09-21 12:00

Is AI Cheugy?

cheu·gy ˈchü-gē - cheugier; cheugiest. slang: uncool, unfashionable It's happened enough times...

Source: DEV Community

TutorialsOrdinary2026-09-21 11:51

Building an MCP Server for Your Django App: What We Learned Doing It for Real

MCP — the Model Context Protocol — has gone from a niche Anthropic spec to something every AI-forward...

Source: DEV Community · Claude