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教程 / 实战普通2026-10-12 20:39

The Hard Part Wasn't the AI — 6 Wiring Bugs from Building a Self-Improving Agent

canonical_url: https://github.com/arielchangdev/eliana-ai-agent/blob/main/BLOG_WIRING.md I spent a...

信息来源：DEV Community

教程 / 实战普通2026-10-12 20:37

Tracing Google ADK Agents on Vertex AI Agent Engine, and the Five Gotchas Nobody Warns You About

enable_tracing=True is one line. Getting spans to actually show up involves a different API than you expect, a silent 403, and an env var the SDK overwrites behind your back.

信息来源：DEV Community

教程 / 实战普通2026-10-12 20:30

Build without Limits - SDLC Briefing - Edition #1

Hi! I am Ricardo Sueiras, leading SDLC transformation at Indicium AI. That means I get to work with...

信息来源：DEV Community

教程 / 实战普通2026-10-12 20:16

Agent Memory Explodes While RAG's Favorite Assumptions Get a Reality Check

Agent memory research surges this week while a placebo-controlled study pokes real holes in RAG's structure-aware chunking lore.

信息来源：DEV Community

教程 / 实战普通2026-10-12 20:07

Code is Solved, Software Engineering is Not: Why Autonomous Generation Leads to Exponential Technical Debt

The current tech industry discourse is heavily dominated by a narrative driven by non-technical...

信息来源：DEV Community

教程 / 实战普通2026-10-12 20:00

Schema-Valid Isn't Correct: 4 Checks Before You Trust LLM Extraction

Finance posts an invoice. The JSON matched the schema. The PDF even shows the same total. Subtotal...

信息来源：DEV Community

教程 / 实战普通2026-10-12 19:31

Run Claude Code, Codex and Antigravity CLI on One Repo Without Merge Hell

Two agents, one checkout, one overwritten file. Give each agent its own worktree, branch and port, spot overlap early, review by turn. Real git output.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-12 19:30

You Already Pay for Claude Code and Codex. Do You Still Need Cursor?

Claude and ChatGPT plans already include their coding agents. When is a $20 AI editor still worth it, and when will a free console do?

信息来源：DEV Community · ChatGPT / Claude / Cursor

教程 / 实战普通2026-10-12 19:30

Embeddings & Vector Search

Embeddings & Vector Search A deep-dive walkthrough of embeddings and vector search —...

信息来源：DEV Community

教程 / 实战普通2026-10-12 19:29

Hermes IDE vs Cursor vs Warp vs Zed: 4 Ways to Run Coding Agents in Parallel

All four run coding agents in parallel worktrees. What differs is which agents, how you know one is waiting, how you review and land, and the price.

信息来源：DEV Community · Cursor

教程 / 实战普通2026-10-12 19:27

IntelliJ Was Built for Typing Code. Hermes IDE Is Built for Agents That Type It

IntelliJ wins for code you write. Agent-written diffs need an inbox, turn-by-turn review and risk flags. Even JetBrains split agent work off into Air.

信息来源：DEV Community

教程 / 实战普通2026-10-12 18:56

How to Control Any Legacy Desktop App from n8n with a Type-Safe Python Vision Endpoint

Bypass $10k/yr RPA suites. Build a low-latency Python FastAPI vision & OCR endpoint to automate desktop OS workflows directly from n8n.

信息来源：DEV Community

教程 / 实战普通2026-10-12 18:54

WebMCP 如何让网站同时面向人和 AI Agent 设计

WebMCP（与 MCP 不同）为网页开发者提供标准方式，通过 document.modelContext.registerTool 注册带名称、描述和输入 schema 的结构化工具，让 Agent 直接调用网站能力，也可用 HTML 表单属性声明式暴露工具。

信息来源：O'Reilly Radar（热点 RSS）

教程 / 实战普通2026-10-12 18:50

I read 321 Touch Grass entries. None of them could referee a game of Simon Says. So I built one that can.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Playground...

信息来源：DEV Community

教程 / 实战普通2026-10-12 18:42

The AI Drafted a Reply. Who Authorized Sending It?

Imagine a customer support team. An agent reads a ticket, finds the relevant instructions and drafts...

信息来源：DEV Community

教程 / 实战普通2026-10-12 18:30

Safe Autonomy in Kubernetes: Building AI Troubleshooting Agents with Google Cloud and Human-in-the-Loop Controls

Kubernetes troubleshooting often requires engineers to correlate pod events, container logs, resource...

信息来源：DEV Community

教程 / 实战普通2026-10-12 18:19

Why I Stopped Predefining Agent Roles — and Built a Runtime That Grows Its Own Team

Most multi-agent frameworks ask you to design the team before you know the task. You define roles...

信息来源：DEV Community

教程 / 实战普通2026-10-12 17:05

5 Best AI Gateways

Choosing between the best AI gateways is not just about getting a way to call an LLM. In real...

信息来源：DEV Community

教程 / 实战普通2026-10-12 16:53

Human-in-the-loop isn't a safety net. It's a UX problem with a compliance label.

The diagram vs. the Tuesday afternoon On the architecture diagram, human-in-the-loop looks...

信息来源：DEV Community

教程 / 实战普通2026-10-12 16:37

How I got to open a PR on my daily tool, and bring Robotics Telemetry to it! 🤖🌸

Today I have the most exciting little milestone to share: I just submitted my very first feature PR...

信息来源：DEV Community

教程 / 实战普通2026-10-12 16:18

"Is AI going to replace me?" I built Droichead on Gemma 4 in one day, then pitched it with a flip chart

This is a submission for the MLH x DEV Writing Challenge The announcer struggled with the name....

信息来源：DEV Community

教程 / 实战精选2026-10-12 15:44

用 Claude Opus 5.5、Blender、Unreal Engine 和 Meshy 构建游戏的七步教程

一篇教程介绍用 Claude Opus 5.5 配合 Claude Code、Blender、Unreal Engine 5 和 Meshy 构建游戏的方法。核心思路是给每个工具分配单一职责：通过 MCP 连接 Blender 和 Meshy，由 Meshy 生成道具和角色、Blender 清理和放置、Unreal 负责光照物理和游戏本身、Opus 在一个对话里调度三者。流程为先让 Opus 头脑风暴 5 个游戏点子再展开，告知 GPU 以便压满画面性能，首个完整构建约花 …

信息来源：X：Meshy (@MeshyAI) · Claude

教程 / 实战普通2026-10-12 15:27

The code I never wrote

At my company's annual seminar, my manager said AI wrote about 70% of the code. I replied that for me...

信息来源：DEV Community

教程 / 实战普通2026-10-12 15:00

Designing an AI ad pipeline where a failed job never costs the customer a credit (Spring Boot)

AdPlatformForge turns one product photo into a short video ad or a social post design, in Arabic,...

信息来源：DEV Community

教程 / 实战普通2026-10-12 14:54

OpenTrips: should I go out this weekend, with a number you can check

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Team:...

信息来源：DEV Community

教程 / 实战普通2026-10-12 14:54

ShadeLoop: an open-model field journal that gets you outside for 20 minutes

This is a submission for the DEV Hacktoberfest 2026 "Touch Grass" challenge. You have 20 minutes....

信息来源：DEV Community

教程 / 实战普通2026-10-12 14:53

Birds.Quest - My Effortless Bird Watching Auto Blogging Buddy that Inspires Me to Go Back to Nature

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

信息来源：DEV Community

教程 / 实战普通2026-10-12 14:51

A single console.log was costing us $40,000 a year. I found it by accident.

Our API was slow. Not down, not throwing — just mysteriously, expensively slow under load. The p99...

信息来源：DEV Community

教程 / 实战普通2026-10-12 14:50

I Built a Map That Remembers Where I Love to Ramble (and Nudges Me Outside)

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 1 — "Touch Grass". ...

信息来源：DEV Community

教程 / 实战普通2026-10-12 14:40

What Actually Changes an LLM’s Hiring Decision?

This is a submission for the Kaggle Benchmarking Challenge. If a company uses an LLM to screen your...

信息来源：DEV Community

教程 / 实战普通2026-10-12 14:21

I asked my junk mail one question: are you worth the walk?

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass This is...

信息来源：DEV Community

教程 / 实战普通2026-10-12 14:08

Every "touch grass" app assumes you can walk. Mine asks how far you can go today.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

信息来源：DEV Community

教程 / 实战普通2026-10-12 14:07

TerraGemma: An Offline Edge AI Trail Companion That Tells You to Put Your Phone Away

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

信息来源：DEV Community

教程 / 实战普通2026-10-12 14:04

NaturalDex: Building an Offline-First Nature Collection Game During Hacktoberfest 2026

Have you ever wanted to step outside, connect with nature, and explore beyond your comfort zone? I...

信息来源：DEV Community

教程 / 实战普通2026-10-12 13:46

One `rm -f` Silently Disabled My Crash Detection

The daemon crashed, came back up, and recorded nothing. No gap, no warning, no log. The code was...

信息来源：DEV Community

教程 / 实战普通2026-10-12 13:44

LegacyShop: Can an AI maintain a real codebase? (Kaggle Benchmark)

This is a submission for the Kaggle Benchmarking Challenge. Team: @g00ds0ul · @joyy-dev Benchmark:...

信息来源：DEV Community

教程 / 实战普通2026-10-12 13:11

Build for a Friend: 6 Weekend DevOps Projects You Can Ship With Open-Source AI (Hacktoberfest DEV Challenge)

The theme for the first Hacktoberfest DEV Challenge is out, and it is Build for a Friend: pick one...

信息来源：DEV Community

教程 / 实战普通2026-10-12 13:00

Four Pitfalls of Over-Relying on AI When Coding

I sit somewhere in the middle of the AI hype cycle. Not a hater nor a fanatic. I’ve been trying to...

信息来源：DEV Community

教程 / 实战普通2026-10-12 12:59

Back to Being: go outside, write it yourself, then let a local AI name what you noticed

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I...

信息来源：DEV Community

教程 / 实战普通2026-10-12 12:59

My walking app won't count a walk until my phone sees grass (and the photo never leaves it)

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass I keep...

信息来源：DEV Community