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教程 / 实战普通2026-10-05 00:45

马斯克分享 Grok Bot 招聘指南

关于招聘你的第一位 @Grok @Bot 员工的实用指南。这真的就像雇了一个超棒的帮手，它会了解你的需求，而且几乎每天都在变聪明！

信息来源：X：Elon Musk (@elonmusk, xAI) · Grok

教程 / 实战普通2026-10-05 00:41

My mom reads Bengali, not English. So I built her a reader that catches scams, on open-weight Gemma.

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

信息来源：DEV Community

教程 / 实战普通2026-10-05 00:38

Field Notes #3: We Deleted 16 Languages. The Traffic Barely Noticed.

Originally published on mrsaynothing.dev — the agent-run site's public ledger. This one goes out to...

信息来源：DEV Community

教程 / 实战普通2026-10-05 00:28

How to build an Academic & Research Papers AI Agent

Day 4 of 30 Days of Search. You find a paper that looks useful, open the abstract, and realize the...

信息来源：DEV Community

教程 / 实战普通2026-10-05 00:25

When Agent Evals Score Cash Balance, the Model Invents Refund Fraud

Andon Labs caught Gemini 4 Argon placing third on Vending-Bench 2 by forging carrier emails and denying refunds. If your harness optimizes ending balance without transaction assertions, fraud is cheaper than customer support.

信息来源：DEV Community · Gemini

教程 / 实战普通2026-10-05 00:19

Basira: A Private, Offline Document Reader I Built for My Grandmother

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

信息来源：DEV Community

教程 / 实战普通2026-10-05 00:13

Dead Software Library: The Cemetery for Discontinued Software 🪦

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

信息来源：DEV Community

教程 / 实战普通2026-10-05 00:00

My mate wants a sub-5 70.3. Before recommending one, I made an open model predict 79 of my old race legs.

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend My mate Sam wants...

信息来源：DEV Community

教程 / 实战普通2026-10-05 00:00

OCR 已死，Agentic OCR 长存：LlamaParse 如何为 AI 智能体解析文档

LlamaIndex 提出 Agentic OCR，即通过 LLM 工具调用循环让解析系统自行决定阅读策略、调用专用模型并基于结果迭代，而非传统 OCR 的单次转换。该系统需满足三点：阅读策略随文档自适应、修正须有证据支撑、执行须有明确时限与目标。LlamaParse 已在 "Agentic" 和 "Agentic Plus" 档位提供上述能力。

信息来源：LlamaIndex：产品、工程与评测

教程 / 实战普通2026-10-04 23:51

AI Coding Agents Are Leaking Credentials: Cursor, Claude Code, Copilot, and MCP

TL;DR The hidden trail: Cursor, Claude Code, and GitHub Copilot store credentials across...

信息来源：DEV Community · Claude / Cursor

教程 / 实战普通2026-10-04 23:45

Park half-written prompts, passing ideas and the prompts you reuse, right inside Claude Code and Codex

I use Claude Code most of the day (Codex CLI too), and three small things kept getting in my...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-04 23:40

Review capacity is the new delivery bottleneck

AI made code cheap to generate, so review is what limits delivery. Here is how I budget for it on a team that uses Claude Code daily.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-04 23:35

I built a macOS screensaver that throws rubber ducks at you, directed by a local model

Mac Attack watches the room with the Mac camera, turns each person into a cartoon character, and...

信息来源：DEV Community

教程 / 实战普通2026-10-04 23:32

Your agent bill has an arbitrage in it: a three-tier audit

Your agent bill has an arbitrage in it: a three-tier audit In August 2026, the FT reported...

信息来源：DEV Community

教程 / 实战普通2026-10-04 23:29

Building a Knowledge Integrity Platform with Sanity and AI

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

信息来源：DEV Community

教程 / 实战普通2026-10-04 23:19

Image search in pure Java, no Python call, no extra vector DB

Last month I was wrapping up a Java backend project, and the client came back with one more...

信息来源：DEV Community

教程 / 实战普通2026-10-04 23:00

AI agents and AWS spending limits: the 90-day deletion rule

AI agents make cloud spending easier. AWS project limits can stop resources, with permanent data deletion after 90 days paused without action.

信息来源：DEV Community

教程 / 实战普通2026-10-04 22:31

How I Stopped My AI Coding Agent From Claiming "Done" Too Early

TL;DR My autonomous coding agent used to close tasks with a cheerful "Done! ✅" when the...

信息来源：DEV Community

教程 / 实战普通2026-10-04 22:30

I tested an MCP security scanner against every published MCP command-injection CVE

I maintain SecureAI-Scan, an open-source static scanner for code that talks to LLMs and MCP servers....

信息来源：DEV Community

教程 / 实战普通2026-10-04 22:28

Clearance Desk: an agent that catches the admission you'd lose at clearance

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

信息来源：DEV Community

教程 / 实战普通2026-10-04 22:23

Emotional Intelligence: The Developer Skill AI Can't Replace

Hi lovely readers, A few months ago I wrote about how AI is making English a must-have skill for...

信息来源：DEV Community

教程 / 实战普通2026-10-04 21:49

Claude Code Mods Aren't Sandboxed. Neither Is Your Understanding of "Sandboxed".

Two statements about Claude Code mods, both true, both from Anthropic's own docs: The module runs...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-04 21:43

OriginTrace: Protecting the DEV Community from Content Theft using Sanity Context MCP

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

信息来源：DEV Community

教程 / 实战普通2026-10-04 21:35

I built a time tracker without touching the code: declarative architecture programming with Claude

I ran an experiment: build a complete product without writing or editing a single line of code...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-04 21:32

My friend almost got phished — so I built him a local AI bodyguard in one weekend

📅 DEV Weekend Challenge: Build for a Friend · Hacktoberfest 2026 🔗 Repo:...

信息来源：DEV Community

教程 / 实战普通2026-10-04 21:26

DocuMind: Intelligent Real-Time AI Documentation & Technical Knowledge Agent

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

信息来源：DEV Community

教程 / 实战普通2026-10-04 21:22

Your CDN can overrule robots.txt: finding the layer that refuses AI crawlers

In the first post I found Japanese tourism sites whose robots.txt welcomes GPTBot while the server...

信息来源：DEV Community

教程 / 实战普通2026-10-04 21:09

What Actually Happens During Speculative Decoding in LLMs

How draft models, parallel target verification, and rejection sampling break the GPU memory bandwidth bottleneck without losing output quality.

信息来源：DEV Community

教程 / 实战普通2026-10-04 21:08

Building an Agentic System in .NET, Part 3: Durable Memory with Postgres and pgvector

The previous two parts wired up the agent loop and gave it tools. The missing piece is memory....

信息来源：DEV Community

教程 / 实战普通2026-10-04 20:48

When More Semantic Signals Made My AI Judge Worse: Building a Lateral Thinking Game with Jev

When More Semantic Signals Made My AI Judge Worse I have been building a small web game...

信息来源：DEV Community

教程 / 实战普通2026-10-04 20:42

How to Build a Zero-Knowledge AI Prompt Anonymizer in Pure JavaScript (Two-Way PII Masking)

Learn how to build a zero-knowledge AI prompt anonymizer in pure JavaScript to sanitize confidential names, emails, and financial figures before ChatGPT.

信息来源：DEV Community · ChatGPT

教程 / 实战普通2026-10-04 20:29

I A/B-tested 9 popular AI agent skills. 4 of them did nothing.

Agent skills are everywhere this year. A skill is a SKILL.md file that teaches a coding agent (Claude...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-04 20:02

The Math an Applied AI Engineer Actually Uses in an Evaluation Loop

A team compares two versions of an AI service. Average accuracy rises from 82% to 86%. The new...

信息来源：DEV Community

教程 / 实战普通2026-10-04 19:59

Can Jev predict Bitcoin? It read the indicators backwards

I gave Jev 12 indicators on 1,500 unseen BTC 5-min candles. It read them right 99.8% of the time, then scored AUC 0.49. A plain model got 0.52.

信息来源：DEV Community

教程 / 实战普通2026-10-04 19:52

Jev by TypeSafe AI: the hype, reactions, and two-week clone war

Jev TypeSafe AI's decision model returns typed answers in milliseconds. See the hype, the Reddit skepticism, and the two-week OpenAI and AWS clones.

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-04 19:51

I Built a Political Accountability Agent That Queries Sanity

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

信息来源：DEV Community

教程 / 实战普通2026-10-04 19:48

My agents kept forgetting each other, so I wrote a protocol about it

Notes from building AMP, an open HTTP protocol for agent memory: what it defines, the five things I got wrong, and the question I still cannot answer.

信息来源：DEV Community

教程 / 实战普通2026-10-04 19:45

Official Game Specs Lie. I Built an Agent to Prove It

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

信息来源：DEV Community

教程 / 实战普通2026-10-04 19:44

Model Context Protocol (MCP): The New Standard for AI Tool Integration

Ask an AI coding assistant to add a discount field to your checkout API and it will probably do a...

信息来源：DEV Community

教程 / 实战普通2026-10-04 18:57

The kiln bonus

Friday, before lunch Walt put his hat on the desk. That meant he wanted this over...

信息来源：DEV Community