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
FirstStep: Coding Practice Tool That Never Gives You the Answer
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
Duck Evac: a complete extraction-shooter game whose code and art are 100% open-weight generated
Hacktoberfest Open-Source AI Challenge — Week 2: Side Hustle submission* Duck Evac (鸭鸭大撤离) is a...
信息来源:DEV Community
教程 / 实战普通
PaperToProfit: Turning Handwritten Dhaba Bills into Revenue & Profit Intelligence with Open-Source AI and TabPFN
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
SellCraft AI: a listing writer that runs on the seller's laptop, not my server
(alt: SellCraft AI — a fully local Etsy/eBay listing writer with Gemma 4 and Ollama) This is a...
信息来源:DEV Community · Ollama
教程 / 实战普通
The Verification Trap: Why Generative AI Is Making Senior Engineers Slower (and How to Fix It)
The Verification Trap: Why Generative AI Is Making Senior Engineers Slower (and How to Fix...
信息来源:DEV Community
教程 / 实战普通
I Got Tired of Explaining the Same Project to AI. So I Built a Shared Brain for AI Agents.
I Got Tired of Explaining the Same Project to AI. So I Built a Shared Brain for AI...
信息来源:DEV Community
教程 / 实战普通
I Corrected My AI's Memory. It Cited the Original Mistake as Proof.
The correction went through. The claim now said the launch was in July. I asked the agent to re-check...
信息来源:DEV Community
教程 / 实战普通
My AI Agent Leaked a Secret Across Two Sessions. Every Guard Said “Fine.”
How I used FalkorDB's algo.maxFlow to decide whether to block an AI agent's tool call or redact a...
信息来源:DEV Community
教程 / 实战普通
LatePay — know which invoices will ghost you, before they do 💸
LatePay — know which invoices will ghost you, before they do 💸 DEV Hacktoberfest AI...
信息来源:DEV Community
教程 / 实战普通
We tested the 20 most-installed agent skills with and without the skill. The most-installed one came out worse.
skills.sh ranks agent skills by installs. Installs tell you a skill is popular. They don't tell you...
信息来源:DEV Community
教程 / 实战普通
How to get correct SQL from AI: give it the schema, the dialect, and EXPLAIN
AI tools are genuinely good at writing SQL. Ask ChatGPT, Claude, Cursor or Claude Code for "monthly...
信息来源:DEV Community · ChatGPT / Claude / Cursor
教程 / 实战普通
95% recall, 80% answers: what LongMemEval retrieval scores don't tell you
Memory layers for AI agents love to quote LongMemEval. You will see 94%, 95%, 96%. Those numbers are...
信息来源:DEV Community
教程 / 实战普通
TenderLens: Turning WhatsApp & Gemma into an Autonomous Bid Assistant for Contractors
This article is submitted for the **Hacktoberfest Open-Source AI Challenge: Week 2 (Side...
信息来源:DEV Community
教程 / 实战普通
Claude Code 2.1.296 Could Run an Approved Tool Call Twice. Pin Your Agent's Version
Claude Code 2.1.296 could run an approved tool call twice in cloud and headless sessions. Pin your agent and let one machine try each new version first.
信息来源:DEV Community · Claude
教程 / 实战普通
AI DBA on Bare Metal: Slow Log In, Diagnosis + Fix SQL Out (Data Never Leaves Your Network)
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
Gemma read the parking sign perfectly. Then it got the rule wrong.
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
Snap a photo, get a listing: a local Gemma 3 listing generator for secondhand clothes
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
Repairwala: a voice-first job book for small repair shops, with local AI
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 2 What I...
信息来源:DEV Community
教程 / 实战普通
Building software got easy. Finding the first customer didn't.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle GTM...
信息来源:DEV Community
教程 / 实战普通
SoloOps AI: a local AI that catches the free work clients sneak into your project
This is a submission for the Hacktoberfest Open-Source AI Challenge: Side Hustle. What I...
信息来源:DEV Community
教程 / 实战普通
An 8B Agent That Thinks Without Writing Tokens Beats GPT-5.6 Luna on GAIA. Not on HLE
HybridAgent reasons partly in hidden states, then acts in text. Open weights, MIT. The wins are real, so are losses, and your traces can't read its thoughts.
信息来源:DEV Community · GPT
教程 / 实战普通
One Timeout Cannot Answer Two Questions: Why an AI Write's Confirmation Needs Two Windows
An AI asks to write something, and a person has to approve it. There are two kinds of "expired" in...
信息来源:DEV Community
教程 / 实战普通
Hazim-Reseller-Agent: Automated High-Volume SEO Product Listing Architecture
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
Run Two Claude Code Accounts Side by Side Without Logging Out
Work plan in one repo, personal Max in another. Give each Claude Code account its own config dir, route by folder, and dodge the Keychain trap.
信息来源:DEV Community · Claude
教程 / 实战普通
vLLM 讲解 Elastic EP 如何借助 NIXL EP 实现近零停机扩缩容
vLLM 官方博客讲解如何通过异步准备与 NIXL EP 实现 Elastic Expert Parallelism 的近零停机扩缩容。
信息来源:vLLM 官方博客(RSS)
教程 / 实战普通
Running multiple Claude Code agents in parallel: what worktrees cannot see
If you only ever run one coding agent, you do not need most of this. You're also probably working...
信息来源:DEV Community · Claude
教程 / 实战普通
A private class copilot for solo yoga teachers, powered by Gemma on their own laptop
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
Perforvisor: a 5★ review said "Needs to be more clean." Open models caught it.
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 2 - Side Hustle. A small...
信息来源:DEV Community
教程 / 实战普通
Shoebox: receipts in, spreadsheet out, and your clients’ data never leaves the laptop.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Every small...
信息来源:DEV Community
教程 / 实战普通
Why Hacktoberfest Matters: From Ancient Forums to Open-Source AI
Why Hacktoberfest Matters: From Ancient Forums to Open-Source AI Imagine standing in the Agora of...
信息来源:DEV Community
教程 / 实战普通
CartPulse: Building an In-Store AI Budget Guardian That Shoppers Would Actually Pay For
🛒 CartPulse: Building an In-Store AI Budget Guardian That Shoppers Would Actually Pay...
信息来源:DEV Community
教程 / 实战普通
Halo is the new Doom and most software will soon be effectively open source (by force or by choice)
Seven months ago I published “Source code is now a common good, and SaaS is mostly dead.” I argued...
信息来源:DEV Community
教程 / 实战普通
Exact-Match Edits vs Patches: How Claude Code, Codex and Aider Write to Your Files
Claude Code's Edit refuses a duplicate match; Codex's apply_patch and Aider's SEARCH/REPLACE take the first one. How each edit protocol fails.
信息来源:DEV Community · Claude
教程 / 实战普通
🔬 J'ai mappé les offres d'emploi public de l'OPT-NC avec le référentiel ESCO à l'aide d'embeddings et de Qwen3-32B-AWQ
❔ Contexte Avant de me lancer de l'organisation du HackAVP : 🏆 #HackAVP, premier...
信息来源:DEV Community · Qwen
教程 / 实战普通
GitHub Won't Count Your Approval on a PR You Asked Copilot to Write. Your Laptop Will
GitHub doesn't count your approval on a PR you asked Copilot to write. On a laptop, you prompt, review and merge alone. Make agent work land as a reviewed PR.
信息来源:DEV Community
教程 / 实战普通
EnglishChunks.guru — speak real English, one chunk a day, scored by open-source AI
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
My AI Experiment Was Going Great Until My Client Replied 😂
Quick confession. Last Sunday I opened dev.to and my brain made a tiny error noise. 😵 Opus against...
信息来源:DEV Community
教程 / 实战普通
LocalLedger AI: A Private, Open-Source AI Bookkeeper for Freelancers
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
GlowUp Local: Using Open-Source AI to Help Local Businesses Improve Their Online Visibility
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
ListLocal 🛍️ — A Local-First AI Back Office for Independent Sellers
Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle 🌱 This is a submission for the...
信息来源:DEV Community