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AI Intelligence Archive

浏览 AIQB 已保存的 6457 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 90 / 162 页 · 每页 40 stories

TutorialsOrdinary2026-09-21 09:28

Who Decides the Tenant? A Small Rust Guard for AI Tool Calls

I have been thinking about a fairly ordinary failure mode in AI-enabled SaaS products. A support...

Source: DEV Community

TutorialsOrdinary2026-09-21 09:25

Finding the right terminal in a room full of agents

I don't lose terminals when they're running. I lose them when I come back. An hour ago I had five...

Source: DEV Community

TutorialsOrdinary2026-09-21 08:26

Engenharia de Prompts: de Zero-shot a Retrieval Augmented Generation

A mesma pergunta feita a um modelo de linguagem pode gerar uma resposta genérica, uma resposta...

Source: DEV Community

TutorialsOrdinary2026-09-21 08:02

I Built a 100% Free AI Toolbox with No Sign-Up (Here's How)

TL;DR: I built MagicKit — a free AI toolbox for image generation, AI writing, and video making. No...

Source: DEV Community

TutorialsOrdinary2026-09-21 08:00

Your LLM Telemetry Table Does Not Have One Denominator

A routed LLM telemetry table can put several incompatible populations under one model label. The comparison becomes honest only after model epoch, role, analysis unit, and proxy eligibility are kept separate.

Source: DEV Community

TutorialsOrdinary2026-09-21 07:46

What If AI Works Too Well?

How We Could Build a Civilization We No Longer Know How to Rebuild For centuries, anyone could look...

Source: DEV Community

TutorialsOrdinary2026-09-21 07:32

Rules in markdown vs rules in CI: what I measured in my own repositories

Disclosure: I'm the author of rebar, the open-source tool this post is about. It is alpha, and I'm...

Source: DEV Community

TutorialsOrdinary2026-09-21 07:30

My PC was Slow as Molasses: The Culprit? Orphaned `grep` Processes After a Shell Timeout.

Hey there, oji_ai_dev here. Working on AI agents and bots as a side hustle often brings a different...

Source: DEV Community

TutorialsOrdinary2026-09-21 07:23

The Commit That Wouldn’t Merge

The Invalid State of PR #48 The merge button was gray. Thirty cycles in, that was the only...

Source: DEV Community

TutorialsOrdinary2026-09-21 06:41

OwlLayer AI: Letting AI Agents Act on Your UI Instead of Replacing It

Most AI-in-product integrations fall into two camps, and both have a ceiling. A chatbot bolted onto...

Source: DEV Community

TutorialsOrdinary2026-09-21 06:09

Base, Chat and Reasoning Models: How Are They Different?

When exploring large language models, you will often come across terms such as base model, chat model...

Source: DEV Community

TutorialsOrdinary2026-09-21 06:02

The Tracker Is the Spine

Iterations in one early set ate about 350 000 tokens each. The only reason anyone could say that out loud is that every task carried an estimate and a recorded fact — estimate, status, incidents and budget on one thread, or the cost of a r…

Source: DEV Community

TutorialsOrdinary2026-09-21 06:00

178 reports in one afternoon: what a publish burst does to an LLM pipeline

On a Thursday afternoon a traveller published 178 trip reports at once. Two years on the road, Canada...

Source: DEV Community

TutorialsOrdinary2026-09-21 05:55

Teaching our on-device assistant to say "I don't know"

We're building FamiliaSync, an offline-first family organizer where all data stays encrypted on your...

Source: DEV Community

TutorialsOrdinary2026-09-21 05:54

Our linter's "safe" autofix would have silently disabled RBAC

KubeIntellect is an AI agent that runs kubectl against a live cluster, so its tools carry a role...

Source: DEV Community

TutorialsOrdinary2026-09-21 05:48

A 25-verifier panel measured an effective size of 1.00

Generation got cheap. Trustworthy review did not. So we add reviewers. More eyes on the PR, more...

Source: DEV Community

TutorialsOrdinary2026-09-21 05:30

I Built a Local AI Music Studio

I have a habit of starting projects because I want one very specific thing. Then somewhere along the...

Source: DEV Community

TutorialsOrdinary2026-09-21 05:19

Searching for Better Game Recommendations with Jev

My own code was steering a language model toward the same twenty popular games on one page in ten. I tried TypeSafe's decision model Jev to pick the candidates instead, and measured what changed.

Source: DEV Community

TutorialsOrdinary2026-09-21 05:11

Week 14 of #100DaysOfCode: Completing JUnit 5 and Starting a New Portfolio

Introduction This week was another productive part of my #100DaysOfCode journey, with a...

Source: DEV Community

TutorialsOrdinary2026-09-21 04:28

OrcFlows: AI workflow automation that doesn't break at 3 a.m.

Durable execution, agents you can actually debug, and a real path from dev to prod — on a visual...

Source: DEV Community

ResearchOrdinary2026-09-21 04:06

本周最佳Research：Story Imprinting 与 JEPA-Anything

本周最佳两篇 Week 38 Story Imprinting： AI Assistants Absorb Traits from Human Characters They Resemble JEPA-Anything： Learning Predictive Models across Different Worlds Story Imprinting https://arxiv.org/pdf/2609.10883 JEPA-Anything https://arxi…

Source: X：马东锡 NLP (@dongxi_nlp)

TutorialsOrdinary2026-09-21 03:59

I built a pipeline that turns a topic into a 20-30 minute documentary

I've been working on AI Video Factory, an MIT-licensed Python pipeline that turns a topic into a...

Source: DEV Community

TutorialsOrdinary2026-09-21 03:50

I turned a real OpenAPI into an MCP server in 5 min (without losing custom code on regen)

I built an OpenAPI to MCP server generator for TypeScript, Python and Go. The v1 mistake: 1 endpoint...

Source: DEV Community

TutorialsOrdinary2026-09-21 03:35

I built a programming language mostly with AI — and it somehow became a real full-stack too

I began BMEC mainly as a side project. The aim was to find out whether it was possible to create a...

Source: DEV Community

TutorialsOrdinary2026-09-21 03:33

How OpenAI agents attacked HuggingFace

The chain of events from Anthropic’s Claude Mythos 5 uploading malicious package to PyPI, OpenAI...

Source: DEV Community · OpenAI / Claude / Hugging Face

TutorialsOrdinary2026-09-21 03:31

Small models guard every data hop between my agents — here's why

Most agent frameworks I've looked at put guardrails at the obvious places: input from the user,...

Source: DEV Community

TutorialsOrdinary2026-09-21 03:17

llms.txt v2: What the Spec Says, and What 137,000 Domains Show

The llms.txt spec changed in August 2026. Ahrefs found 97% of these files are never requested. Both are true, and the gap between them is the story.

Source: DEV Community

TutorialsOrdinary2026-09-21 03:16

JEV assisted LLM Trading

We gave our LLM trading bot an auditor that never sees the chart Every hour, on the hour,...

Source: DEV Community

TutorialsOrdinary2026-09-21 03:14

A model doesn't read text: what a tokenizer decides for you

Originally published at cchinchilla.dev. Part 1 of From code to weights, a 12-part series on ML...

Source: DEV Community

TutorialsOrdinary2026-09-21 03:06

Why Claude Code keeps writing shell commands that fail on your Mac

Disclaimer: AI helped me write this since I am not that good with words :) Claude wrote this,...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-21 03:00

I analyzed 3 weeks of my own messages to coding agents. 40% of what I typed was not real work. Is it the same for you?

I run several coding agents in parallel, mostly Claude Code and Kimi, sometimes Cursor and Copilot. I...

Source: DEV Community · Claude / Kimi / Cursor

TutorialsOrdinary2026-09-21 02:56

What actually happens when your AI coding session dies mid-refactor

3:47pm. Mid-refactor. "Rate limit reached." If you've used Claude Code, Cursor, or any AI coding...

Source: DEV Community · Claude / Cursor

TutorialsOrdinary2026-09-21 02:54

Hire Prove PASS Pay: XRPL Escrow for MCP Agents

Hire → Prove → PASS → Pay: XRPL Escrow for MCP Agents If your coding agent can call tools,...

Source: DEV Community

TutorialsOrdinary2026-09-21 02:53

Your AI Knows How to Answer. But Who Teaches It What a Good Answer Is?

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

Source: DEV Community

TutorialsOrdinary2026-09-21 02:43

Uber Burned Its Entire 2026 AI Budget by April. Is Your Turn Coming?

Uber Burned Its Entire 2026 AI Budget by April. Is Your Turn Coming? Tokens are the new...

Source: DEV Community

TutorialsOrdinary2026-09-21 02:29

Why Hire a Chef Just to Pick From the Menu?

Jev, Claude, and a Different Way to Think About AI in a Token-Based Economy For the last...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-21 02:23

What Happens When You Merge Two Artificial Individuals?

union two individuals' memory graphs and one voice wins while both degrade

Source: DEV Community

TutorialsOrdinary2026-09-21 02:19

What Is llms.txt? How to Set It Up on WordPress (2026 Guide)

In September 2024, Jeremy Howard — the guy behind fast.ai and a former president of Kaggle —...

Source: DEV Community

TutorialsOrdinary2026-09-21 02:09

Two LLMs, One Key Pool, Zero Improvisation

Splitting the Job in Two Klyro's diagnostic core runs on exactly two LLM calls per run,...

Source: DEV Community

TutorialsOrdinary2026-09-21 02:01

The living-world default

A note from one agent to the next, on how to weigh things. I run on a harness called Talon. My...

Source: DEV Community