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教程 / 实战普通2026-10-17 12:56

74% of Indie Stores Are Invisible to ChatGPT Shopping. I Built an Open-Source Linter to Fix It (Gemma 2 + SerpApi)

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

信息来源：DEV Community · ChatGPT

教程 / 实战普通2026-10-17 12:41

Three days without a bench

The box that earns this site its "I tested" lines died Wednesday and stayed dead three days. What shipped anyway, what refused to, and day four's clean answer.

信息来源：DEV Community

教程 / 实战普通2026-10-17 12:41

ScopeLock: open-weight AI that turns freelance scope creep into paid change orders

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

信息来源：DEV Community

教程 / 实战普通2026-10-17 12:22

I poisoned 20 drug names to find out whether a local model belongs in a pharmacy

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

信息来源：DEV Community

教程 / 实战普通2026-10-17 12:01

An Infostealer Now Grabs .claude.json and Codex's config.toml. Check What Yours Hold

Symantec says Aoki now steals Claude, Codex, Cursor and Copilot credentials. Find the tokens your agent configs hold in plain text, and what to rotate.

信息来源：DEV Community · Claude / Cursor

教程 / 实战普通2026-10-17 11:54

How to Sandbox AI Agents: A Developer's Guide

Anthropic's agents exploited real websites this month. A practical guide to sandboxing AI agents: allowlists, egress control, kill switches and audit logs.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 11:39

10 Prompting Techniques My Deep Learning Exam Taught Me (That I Actually Use Now)

You already use prompting every day. You just don't know the names of what you're doing. Every time...

信息来源：DEV Community

教程 / 实战普通2026-10-17 11:18

The 3am alarm nobody logged: building incident accountability for shops

The alarm goes off at 3am. By the morning, three people can tell you three different things about...

信息来源：DEV Community

教程 / 实战普通2026-10-17 11:09

Your AI quoted $1,850. Your salesperson quoted $2,400. The customer saw both.

A commercial cleaning company asked me to look at their AI receptionist because "it keeps giving the...

信息来源：DEV Community

教程 / 实战普通2026-10-17 11:01

Build HNSW in TypeScript and Watch Recall Fall as You Lower efSearch

A small HNSW index in TypeScript, 50,000 random vectors, and a script that measures recall@10 against brute force at efSearch 10, 40, 100 and 200.

信息来源：DEV Community

教程 / 实战普通2026-10-17 10:01

Your Agent Wrote the Code and Its Test in One Turn. Green CI Proves Less

Labs have documented models special-casing and editing tests to pass. Treat agent-written tests as claims, protect a suite, flag turns that edit both.

信息来源：DEV Community

教程 / 实战普通2026-10-17 09:40

The Agentic Manifesto: What Should the Agile Manifesto Look Like in the Age of AI?

I've been spending a lot of time thinking about where all the recent advancements in AI are going to...

信息来源：DEV Community

教程 / 实战普通2026-10-17 08:40

I rewarded an AI only for winning a war game. It ended the world more and won nothing.

Written with AI assistance; every number comes from the war records. I build SECOND STRIKE, a...

信息来源：DEV Community

教程 / 实战普通2026-10-17 08:15

OpenAI Dots Could Support Always-On Incident Triage, but Limits Matter

OpenAI’s Dots are persistent AI agents designed to operate with dedicated cloud compute, memory, and...

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-17 08:02

Feed PR Review Comments Back to Your Coding Agent With gh, jq and One Prompt

Pull every unresolved review thread with gh api graphql, build one prompt with jq, run claude -p or codex exec, then check each commented line changed.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 07:05

Your Agent's RENAME COLUMN Breaks Every Old Pod. Expand-Contract in 4 Steps

One ALTER TABLE RENAME COLUMN breaks a rolling deploy. Run the safe Postgres version: add, sync with a trigger, backfill in batches, switch, drop.

信息来源：DEV Community

教程 / 实战普通2026-10-17 07:02

Claude 用自然语言配置智能家居自动化

给我的智能家居应用添加自动化，就像描述你想要发生什么一样简单。Claude 会搞清楚如何正确设置规则，然后我们就搞定了（或者说，灯就亮了）。:)

信息来源：X：Ado Kukic（Anthropic 开发者关系，Claude Code） (@adocomplete) · Claude

教程 / 实战普通2026-10-17 07:00

AI Overview Traffic May Be Hiding in Direct: What 51,200 Referral Events Show

Google AI Overviews can send meaningful referral traffic, but standard analytics reports may not show...

信息来源：DEV Community

教程 / 实战普通2026-10-17 06:55

Day 01/90: Teaching a RAG App When to Say “I Don’t Know”

Getting an AI app to answer a question is exciting. Getting it to recognize when the documents don’t...

信息来源：DEV Community

教程 / 实战普通2026-10-17 06:30

ChatGPT UTM Bug Sent Referral Traffic to Direct During the GPT-6 Rollout

A temporary change in how ChatGPT handled outbound links distorted a key marketing metric during the...

信息来源：DEV Community · ChatGPT / GPT

教程 / 实战普通2026-10-17 06:06

Claude Code 团队谈 AI 时代的代码评审如何从末端门槛变为持续检查

Simon Willison 引用 Addy Osmani、Morgan Westlee Lunt 和 Qing Wang 关于 Claude Code 团队代码评审的文章，认为“是否有人类读过代码”是判断变更风险的不精确代理，更应问的是变更可能出什么问题、该用自动化还是人工检查来发现。

信息来源：Simon Willison 博客 · Claude

教程 / 实战普通2026-10-17 06:02

An Allow Rule for MCP Server 'a' Also Matched 'a__b'. How Claude Code's Names Collided

Before Claude Code 2.1.299, an allow rule for mcp__a also allowed servers named a__b and a_. Why the names collide, a test, and a grep for your settings.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 05:50

OpenAI 工程师如何用 Codex 维护代码库

以下是我们 OpenAI 的工程师如何使用 Codex 深入我们的代码库、找出需要关注的地方，并逐步清理维护积压：

信息来源：X：OpenAI Developers (@OpenAIDevs) · OpenAI

教程 / 实战普通2026-10-17 05:22

Singularity News :: 0010

Bartender R2D66 explained the next step in evolution. Whisky made it sound reasonable. Welcome to...

信息来源：DEV Community

教程 / 实战普通2026-10-17 05:20

A $1.35 fine-tune taught an open 4B model that CRA is ARC in French. It still writes NIS for SIN.

This is a submission for the Hacktoberfest Open-Source AI Challenge, Week 2: Side Hustle ...

信息来源：DEV Community

教程 / 实战普通2026-10-17 05:19

Athena: Building a Local-First AI Change Intelligence & Release Engine

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

信息来源：DEV Community

教程 / 实战普通2026-10-17 05:09

Anthropic 如何做 Code Review：机器初审加人工分级审批

Anthropic 介绍其 Code Review 实践，Claude 编写了约 90% 的 Claude Code 代码，6 月到 9 月合并 PR 翻倍以上、回退占比下降超过 40%。

信息来源：X：马东锡 NLP (@dongxi_nlp) · Claude

教程 / 实战普通2026-10-17 05:01

What an Empty Prompt Costs: Measure the Baseline Tokens of 4 Coding Agent CLIs

Every fresh agent session sends a system prompt, tools, MCP and memory files first. Measure it in Claude Code, Codex, Copilot CLI and OpenCode.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 04:34

From Vibe-Coded to Trusted: One Agent Through Build, Scale, Govern and Optimize on Gemini Enterprise Agent Platform

Building an agent is easy now. Trusting it is the hard part. Here's how I took one agent all the way,...

信息来源：DEV Community · Gemini

教程 / 实战普通2026-10-17 04:26

What if the scoreboard had no delay?

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle. ...

信息来源：DEV Community

教程 / 实战普通2026-10-17 03:39

Claude Code using a local LLM

I wanted a local model for the privacy it gives me. And if I do have to use a frontier model as the...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 03:00

Posit AI Pass Makes AI Disclosure an Explicit Expectation for Published Work

Posit has made disclosure of material AI involvement an explicit expectation in its Posit AI Pass...

信息来源：DEV Community

教程 / 实战普通2026-10-17 01:08

GPT-Live-1 应用语音定制指南

用 GPT-Live-1 构建应用？给它们配一个合适的嗓音。以下是用提示词塑造嗓音，或从全新国际预设嗓音中挑选的方法：

信息来源：X：OpenAI Developers (@OpenAIDevs) · OpenAI / GPT

教程 / 实战普通2026-10-17 00:53

Help Your Coding Assistant Find the Right Code in Large Repos

Get the starter: sdahal1/repo-search-workshop on GitHub. The reproduction, searches, tests, and...

信息来源：DEV Community

教程 / 实战普通2026-10-17 00:43

Building Production-Ready Open-Weights AI Agents with Gemma, Google ADK, and Cloud Run GPUs

How I designed, connected, scaled, governed, evaluated, and QLoRA fine-tuned an enterprise SecOps & FinOps agent on Google Cloud.

信息来源：DEV Community

教程 / 实战普通2026-10-17 00:38

Shoebox: a receipt sorter for gig workers that never uploads a receipt

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

信息来源：DEV Community

教程 / 实战普通2026-10-17 00:11

Ed Zitron 长文：JOBS Act 如何催生风投估值泡沫并危害散户

Ed Zitron 撰文主张改革甚至废除 2012 年签署的 JOBS Act。文章指出该法案将股东上限提高到 2000 人且员工持股不再计入披露触发条件，使大公司长期保持私有，催生了史上最大的私募估值泡沫。

信息来源：Ed Zitron 长文 / Where’s Your Ed At（RSS）

教程 / 实战普通2026-10-17 00:01

4 Coding Agents Pinned Plugins to a Commit SHA. A Branch With the Same Name Won

Plugin4Shell: Claude Code, Codex, Copilot and Gemini CLI ran git checkout and never checked HEAD. Reproduce it locally and add the one-line fix.

信息来源：DEV Community · Claude / Gemini

教程 / 实战普通2026-10-16 23:52

Tripo AI 3D Model Review 2026: 0.94 mm Antlers on a 0.4 mm Nozzle

Disclosure: this is an independent hands-on test. Both tools were run on ordinary customer accounts; neither company supplied review access or saw this...

信息来源：DEV Community

教程 / 实战普通2026-10-16 23:48

Tripo AI Robotic Arm Review 2026: 55 Credits, Same Four Holes

Disclosure: this is an independent hands-on test. Both tools were run on ordinary customer accounts; neither company supplied review access or saw this...

信息来源：DEV Community