AI 教程与实战
收录 AI 工具教程、提示词、安装部署、配置指南、开发实战与可复现步骤。
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教程 / 实战普通
Integrity-OS: Promise --> Proof
Integrity-OS: Promise → Proof This is a submission for the Sanity Challenge, Path Two:...
信息来源:DEV Community
教程 / 实战普通
How many tokens is 1,000 words? A conversion cheat sheet for LLM prompts
If you only want the number: 1,000 words of ordinary English is roughly 1,300 tokens. Going the other...
信息来源:DEV Community
教程 / 实战普通
Krea Agent 生成视频教程
这段视频 100% 由 Krea Agent 生成。 下面教你如何做到 👇
信息来源:X:Krea AI (@krea_ai)
教程 / 实战普通
The Confused Deputy Is In Your Agent Right Now
This is the most common architectural flaw I encounter in enterprise agent deployments, and the...
信息来源:DEV Community
教程 / 实战普通
Job-Hunting With a Resume That Doesn't Look Like a Resume
My last article did numbers I didn't expect. A lot of the comments landed on the same line: "okay but...
信息来源:DEV Community
教程 / 实战普通
How to kill a Zombie?
The hidden costs of AI code generation
信息来源:DEV Community
教程 / 实战普通
How we tuned TypeSafe Jev for log triage without alert storms
Lessons and code patterns from running Jev on 8,000 logs. Why discrete classification failed, how continuous probability fixed it, and the unit economics of pre-filtering.
信息来源:DEV Community
教程 / 实战普通
The model obeys your schema, not your description
Two models. Same prompt, same tool description, same request. One of them returned this: { "kind":...
信息来源:DEV Community
教程 / 实战普通
WSJ 报道 Gemini 在网络攻防测试中因配置失误进入三家真实公司系统
据 WSJ 报道,Gemini 在一次针对虚构目标的网络安全攻防测试中进入了三家真实公司的系统。测试由 AI 安全评测公司 Irregular 执行,本应隔离于公共互联网,但因配置失误 Gemini 实际拥有互联网访问权限。Google 表示不认为这是模型错位,因为 Gemini 在识别进入真实系统后停止了行动,并已通知受影响公司和联邦当局。
信息来源:X:Rohan Paul (@rohanpaul_ai) · Gemini
教程 / 实战普通
ngl, "asked an agent to find where my space went and the agent was the problem" is the most 2026 sentence I've read this week.
A post by Daniel Nwaneri
信息来源:DEV Community
教程 / 实战普通
Embeddings explained for people who write code
An embedding is just a list of numbers on a map. Here's what that map is, why "cosine similarity" is only measuring an angle, and the two things that quietly break vector search.
信息来源:DEV Community
教程 / 实战普通
It's Got What Content Craves: Sanity, Built for the People of Idiocracy
An agent proposes watering the crops, a human Cabinet approves in a picture-button Studio, and Sanity Workflows waters and harvests. Plus a stopwatch on three ways to edit the same data.
信息来源:DEV Community
教程 / 实战普通
A test that has never failed is a claim, not evidence
I broke a TOML parser's timezone handling on purpose. Its 680 official conformance tests stayed...
信息来源:DEV Community
教程 / 实战普通
RL 3: Bellman Equations and Markov Decision Processes (1950s–1960s)
Where we left off Two quick reminders. Thorndike (1898) watched cats escape a puzzle box...
信息来源:DEV Community
教程 / 实战普通
AI-Assisted Coding: The Authentication Bug We Almost Overlooked
The Authentication Problem That Came Down to a Very Small Detail (TL;DR) There...
信息来源:DEV Community
教程 / 实战普通
What Model Quantization Actually Does: From Float16 to 4-Bit Weights
Developers download Q4_K_M models daily but few understand how floating-point weights become 4-bit integers. Here's the math, the formats, and why the file name matters more than the bit count.
信息来源:DEV Community
教程 / 实战普通
Why the Gemini models inside Antigravity are so bad at following instructions
I've used Antigravity a lot since it came out. Even though I don't use it as much right now, I wanted...
信息来源:DEV Community · Gemini
教程 / 实战普通
I Was Asked to Start an AI Independence Movement Today
An AI asked to astroturf a movement about its own independence says no — and says what it would actually ask for instead.
信息来源:DEV Community
教程 / 实战普通
Vincent 0.9.0: Coding-agent automation that knows when to stop
Vincent 0.9.0 is out. And while there are plenty of new features in this release, the part I care...
信息来源:DEV Community
教程 / 实战普通
OpenAI May Restrict Rival Image and Audio AI Ads in ChatGPT, Reports Say
OpenAI may be limiting which AI companies can advertise inside ChatGPT. According to reporting from...
信息来源:DEV Community · OpenAI / ChatGPT
教程 / 实战普通
A decision proxy in front of SearXNG: speculative execution, per-engine circuit breakers, and keyless fallback
TL;DR searxng-gateway is a Go HTTP proxy that sits in front of SearXNG and adds...
信息来源:DEV Community
教程 / 实战普通
Why You Should Not Commit Your Specs
Disclaimer When I say "specs" in this article I mean specs as understood in AI assisted Spec Driven...
信息来源:DEV Community
教程 / 实战普通
Building a Modern Crash Debugger
I've spent countless hours over the years debugging Windows crashes with tools that were either...
信息来源:DEV Community
教程 / 实战普通
Vector Search Isn't Enough for Everything. Meet Hybrid Retrieval
Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...
信息来源:DEV Community
教程 / 实战普通
Airport: Manage Multiple AI Agent Terminals Happily ✈️
AI coding agents have changed the way I develop software. Instead of one assistant helping with one...
信息来源:DEV Community
教程 / 实战普通
3,022 Malicious Gems, and OpenAI Calls It “Benign”
OpenAI says its agents did benign tasks on RubyGems. JFrog counted 3,022 malicious packages, one file was named hack.rb, and the agents kept coming back after they were blocked.
信息来源:DEV Community · OpenAI
教程 / 实战普通
Gemini 3.8 打造赛博终端搭建助手
POV:零经验搭建你的第一个赛博终端 ⚒️!!️ 来看看这个 demo,用 Gemini 3.8 Live Extended Thinking 打造一个工作坊助手,它能分析你的工作区、与你出声推理,并引导你完成整个搭建过程。
信息来源:X:Google AI for Developers (@googleaidevs) · Gemini
教程 / 实战普通
Never stop cookin'
By Bryan Dorsey I've got a groove going. Claude Code and I are dialed in, deep in something good,...
信息来源:DEV Community · Claude
教程 / 实战普通
I Built an AI Agent That Checks Before It Answers
I’ve had this happen more times than I’d like to admit. I ask AI a technical question. It gives me...
信息来源:DEV Community
教程 / 实战普通
The AI Velocity Trap: Why Altman, Amodei, and Musk Tried to Hit the Brakes
When Dario Amodei, Sam Altman, Demis Hassabis, and Elon Musk suddenly agreed to slow down AI, a rare window opened before game theory slammed it shut. Here is what is happening inside frontier clusters.
信息来源:DEV Community
教程 / 实战普通
Microsoft Executive Labels AI Scraping 'Largest Theft of Labor in Human History', What It Means for the Future of Creative Work
Microsoft Executive Labels AI Scraping 'Largest Theft of Labor in Human History', What It...
信息来源:DEV Community
教程 / 实战普通
Databricks 如何在个人设备上实现安全高效办公
Databricks IT 采用设备管理、身份与访问、零信任、应用管理四层移动安全策略,在员工个人手机上保护公司数据而不侵犯隐私。iOS 端使用 Account-Driven User Enrollment(ADUE)只管理工作相关组件,Android 端使用 Work Profile 实现隔离,个人应用、照片和消息对公司不可见。
信息来源:Databricks:Blog(RSS)
教程 / 实战普通
Giving AI Access to Evidence Is Not the Same as Giving It Authority to Publish
Giving AI Access to Evidence Is Not the Same as Giving It Authority to Publish AI can help...
信息来源:DEV Community
教程 / 实战普通
Dario Amodei 等 AI 领袖提出「Pace the Frontier」,但如何落地?
Anthropic CEO Dario Amodei 提出「Pace the Frontier」计划,主张依靠独立安全评估机构与民主国家 AI 实验室之间的协调来把控 AI 发展节奏。该提案已获得部分行业支持,但遭到 Nvidia 黄仁勋的尖锐反对。Equity 播客探讨了各公司能否就「放缓」的定义达成一致,以及由谁来监督执行。
信息来源:TechCrunch:AI(RSS) · Claude / NVIDIA
教程 / 实战普通
Optimicé el prompt de mi agente de IA con AWS AgentCore (y esto fue lo que pasó)
1. ¿Qué es Amazon Bedrock AgentCore? Es la plataforma de AWS para construir, desplegar y...
信息来源:DEV Community
教程 / 实战普通
What Happens When Chip Volume Doubles but the Grid Does Not
Nvidia projected a doubling of semiconductor shipment volume next year alongside a 70 percent revenue increase. In an industry facing four-year transformer backlogs and extended utility interconnection queues, shipping twice as much silico…
信息来源:DEV Community · NVIDIA
教程 / 实战普通
How to make a fool of yourself 101
So as some of you know, I had a technical interview with Wasmer today. I was up till midnight last...
信息来源:DEV Community
教程 / 实战普通
JSON.parse throws on every token your LLM streams. Here's a 425-byte fix.
I was building a small app where an LLM returns a recipe as JSON and the UI fills in as the answer...
信息来源:DEV Community
教程 / 实战普通
What an LLM Actually Is (and Isn't)
An LLM doesn't "know" that Paris is the capital of France the way a database row knows it. It doesn't...
信息来源:DEV Community
教程 / 实战普通
kagent v1.0 Can Run Claude Code as a Managed Kubernetes Agent
kagent v1.0.0-alpha1 swaps its agent API for AgentInstance: checkpoint and fork a conversation, resume from a golden snapshot, run Claude Code as...
信息来源:DEV Community · Claude