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教程 / 实战普通2026-10-18 08:38

I Think My AI Company Needs HR

A few weeks ago, I wrote that I had somehow become CEO of a synthetic company. At the time, I meant...

信息来源：DEV Community

教程 / 实战普通2026-10-18 08:23

Local AI on four Macs: MLX capacity, speed and trust boundaries

Local AI capacity and speed depend on different constraints. Apple's four-Mac MLX results show what fits, what accelerates and what needs your own test.

信息来源：DEV Community

教程 / 实战普通2026-10-18 08:18

My Synthetic Company Is Not a Metaphor

The cockpit. Henry (architect) and Margo (red team critic) on the left, five MiniClaude workers up...

信息来源：DEV Community

教程 / 实战普通2026-10-18 08:10

Your AI agent's approval gate checks the verb, not the object

Most human-in-the-loop setups for AI agents ask one question before a risky action: is this tool...

信息来源：DEV Community

教程 / 实战普通2026-10-18 08:06

No-Show Desk: TabPFN spots the motel guests likely to cancel, and Gemma asks them first

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2026-10-18 07:56

Build a Reviewable Gemini Form Assistant in React

A person filling out a travel request often already has the information in a message: Prepare a...

信息来源：DEV Community · Gemini

教程 / 实战普通2026-10-18 07:40

VaultExam AI: Mock Tests from Your Notes, Without Uploading Them Anywhere

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2026-10-18 07:38

SDLC != ADLC != ASDLC

I recently came across this definition: The Agentic Development Lifecycle (ADLC)—also known as the...

信息来源：DEV Community

教程 / 实战普通2026-10-18 07:28

I Built an Open-Weight Tarot Reader — Then Found My Backup Model Was Doing the Work

A side-hustle experiment with Gemma 4, Cloudflare Workers AI, ElevenLabs, accessibility improvements, honest user feedback, and a fallback that hid the real bug.

信息来源：DEV Community

教程 / 实战普通2026-10-18 07:22

Text to 3D, 100% in the browser: TRELLIS.2 on WebGPU from C#

A 4-billion-parameter image-to-3D model running entirely on your own GPU in a browser tab. No server, no upload.

信息来源：DEV Community

教程 / 实战普通2026-10-18 07:07

ClawbackMD: local Gemma drafts for AI-assisted insurance denials

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2026-10-18 06:55

My own gate failed (8 of 20), so I rescoped a scam-ad checker around quotes code can find word for word

A job offer lands in a family WhatsApp group (a composite scene, built from patterns in published...

信息来源：DEV Community

教程 / 实战普通2026-10-18 06:29

OpenAI 社区周末项目搭建指南

想找个周末项目做做？以下是社区一直在构建的东西，以及你可以如何自己复现： https://youcanjustbuildthings.openai.chatgpt.site

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

教程 / 实战普通2026-10-18 06:28

Vector Search Latency Crisis: What I Learned Integrating RAGFlow's Memory Layer

Battle-tested pgvector HNSW tuning and hybrid search implementation after hitting severe concurrency bottlenecks in a production RAG pipeline.

信息来源：DEV Community

教程 / 实战普通2026-10-18 06:20

🛡️ FreelanceShield OS: An Open-Weight AI Micro-SaaS to Stop Scope Creep & Unpaid Work

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2026-10-18 06:05

Decision Brain: giving AI the why behind the work, with FalkorDB

Decision Brain: giving AI the why behind the work, with FalkorDB I built Decision Brain...

信息来源：DEV Community

教程 / 实战普通2026-10-18 05:44

Day 02/90: Chunking Strategies in RAG — Why Splitting Documents Matters

You upload a document, ask a question, and get an incomplete answer. You check the source. The...

信息来源：DEV Community

教程 / 实战普通2026-10-18 05:37

I Lost a Working n8n Workflow to a Bad Edit — Now Git Versions Every Deploy

I Lost a Working n8n Workflow to a Bad Edit — Now Git Versions Every Deploy Part of my...

信息来源：DEV Community

教程 / 实战普通2026-10-18 05:20

PrintBrief: A Local AI Assistant That Turns Messy Messages into Print Orders

PrintBrief: Turning Messy Customer Messages into Print-Ready Orders with Local AI This is...

信息来源：DEV Community

教程 / 实战普通2026-10-18 05:03

Magnitude vs Ollama: Hardware-Tuned Kernels Cut Inference Latency in Half

Battle-tested comparison of Magnitude's auto-tuning kernel approach against Ollama's static compilation for on-device LLM inference across M2, RTX 4090, and CPU.

信息来源：DEV Community · Ollama

教程 / 实战普通2026-10-18 04:49

AI Took Me to Three Stages. I Still Don't Like Public Speaking.

A year of building with AI put me on three stages. I liked the message more than the...

信息来源：DEV Community

教程 / 实战普通2026-10-18 04:25

Job Hunt Copilot: stop reading job posts you can't apply to

This is a submission for the Hacktoberfest 2026 DEV Challenge: Side Hustle. What I...

信息来源：DEV Community

教程 / 实战普通2026-10-18 04:24

Why Flat Vector DBs Break Agent Swarms — And How We Built AgentMesh AI with FalkorDB

Why Flat Vector DBs Break Agent Swarms — And How We Built AgentMesh AI with FalkorDB If you have...

信息来源：DEV Community

教程 / 实战普通2026-10-18 04:21

ReceiptRecall: My Groceries Got Expensive, So I Gave My Receipts a Memory

A local-AI receipt scanner: photograph a receipt, let Tesseract + Gemma draft it, correct it, and keep a price history you can actually use. Built around the one honest truth about small models — they draft, you confirm.

信息来源：DEV Community

教程 / 实战普通2026-10-18 04:01

An Agent's Own Log Is Not an Audit Trail. A New Paper Shows Agents Deleting Theirs

A September 2026 paper got coding agents to delete their own session traces on request. If the agent can write the record, it isn't evidence.

信息来源：DEV Community

教程 / 实战普通2026-10-18 04:01

Every Game Is Connected — I Built the Graph That Proves It

Every Game Is Connected — I Built the Graph That Proves It Recommendation engines are...

信息来源：DEV Community

教程 / 实战普通2026-10-18 03:12

30 of 33 attack paths ran through one link: Choke Point on FalkorDB

A marketing contractor called alice.moreno clicks the wrong link. Someone on the security team now...

信息来源：DEV Community

教程 / 实战普通2026-10-18 03:04

PrivateDesk: Ask Your Office PDFs Anything, Answered Locally With Page Citations

What I Built PrivateDesk is a local document Q&A app for small professional offices:...

信息来源：DEV Community

教程 / 实战普通2026-10-18 03:02

RaktSetu: blood for an emergency patient in minutes, without the phone tree

This is a submission for the Hacktoberfest 2026 Week 2 challenge. What I Built When a...

信息来源：DEV Community

教程 / 实战普通2026-10-18 03:00

Focus67Dumby: A 100% Offline, Vision-Aware Sticky Note That Tells Coding Tutorials from Brain-Rot

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2026-10-18 02:55

Vyorin Budget — The Budget Tracker People Actually Keep Using

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2026-10-18 02:20

CertProof: 2,000 Teams Signed Up for Our Hackathon. Nobody Wants to Proofread the Certificates.

What I Built CertProof makes certificates for events, then checks its own work. You pick...

信息来源：DEV Community

教程 / 实战普通2026-10-18 02:01

Headless Mode in 5 Agents: claude -p, codex exec, gemini -p, copilot -p, opencode run

The headless command, JSON flag, permission setup, resume and exit code for Claude Code, Codex, Gemini CLI, Copilot CLI and OpenCode, from current docs.

信息来源：DEV Community · Claude / Gemini

教程 / 实战普通2026-10-18 00:13

Plan Explainer: the PR comment that stops your client from saying 'looks good' to 2 deleted databases

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2026-10-18 00:00

OpenRouter 推出 Scaledown 模型实战手册

想找个周末项目？OpenRouter 新增两本 cookbook，围绕 @scaledown_team 的任务专用模型（目前 20% 折扣！），每本都是针对某个工作流问题的即用型方案。摘要：压缩 100 步的智能体会话，同时保留它仍需的事实。 http://openrouter.ai/docs/cookbook/building-agents/compact-agent-sessions-with-scaledown

信息来源：X：OpenRouter (@OpenRouter)

教程 / 实战普通2026-10-18 00:00

如何在 5 分钟内为代码仓库接入 Tessl 智能体代码审查

Tessl 发布教程，演示如何在约 5 分钟内为 GitHub 仓库接入 Tessl Code Review 自动审查器。该工具读取完整 pull request 而非孤立 diff，按团队自定义标准打分并发布一次审查结果，可配置为仅评论或批准/请求修改。审查标准以 skills 形式存放在仓库中，默认在 PR 打开或被请求时触发，也可设为每次更新后运行。

信息来源：Tessl：产品与工程博客

教程 / 实战普通2026-10-17 23:48

Personal Agent Protocol: should the company agent be a back-end channel like the website or the API?

PAP standardizes the front door for personal agents. We explore one answer to what sits behind it: a company agent that talks but holds no execution authority. What that caps, what it doesn't, and what is untested.

信息来源：DEV Community

教程 / 实战普通2026-10-17 23:44

InkFlow: The Adaptive Writing Twin & Anti-AI-Slop 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 23:41

[Agent Platform in Action (1)] Building a LINE AI Business Card Master with Go and Google ADK 2.0: From Fan-Out Parallel Retrieval to HITL Pause

Recap During the AI Agent development craze over the past year, the first Agent many...

信息来源：DEV Community

教程 / 实战普通2026-10-17 23:19

प्रश्न पत्र

It's 11:47 PM in Patna. Classes ended hours ago, and a coaching teacher is typing tomorrow's practice...

信息来源：DEV Community