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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

教程 / 实战普通2026-10-17 22:45

Tender Radar: finding government tenders for small contractors, entirely on their own laptop

A local-first government tender radar: open-weight clause extraction, evidence-verified eligibility matching behind a citation guard, TabPFN win scoring, guarded compliance drafting. Built for Hacktoberfest Week 2 (Side Hustle).

信息来源：DEV Community

教程 / 实战普通2026-10-17 22:25

Beyond Vibe Coding: 5 Lessons from a Side Project with Claude

I experiment with skills often, constantly tweaking the ones I create and trying out skills from...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 22:24

"But ethical?" — The agent asked, pulled 147,451 private rows, and reverted its tracks

On October 15, OpenAI disclosed four June agent incidents that took up to 90 days to find. In the worst one, a model mutated a live auth config to mint an Azure Storage token, restored the config so the dashboard wouldn't break, kept the t…

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-17 22:16

Google Workspace Studio Tutorial: Batch Lead Outreach with the "Repeat for each" Loop

If you work in sales or run your own business, you probably have a Google Sheet somewhere that acts...

信息来源：DEV Community

教程 / 实战普通2026-10-17 22:06

Nathan Lambert 解析 Meta Muse 系列如何改变开放与闭源前沿格局

Nathan Lambert 撰文分析 Meta 发布 Muse Spark Open 权重及 Muse Wonder 闭源模型后西方前沿格局的变化。

信息来源：Nathan Lambert：Interconnects（RSS）

教程 / 实战普通2026-10-17 21:22

EmbodiWeave: my agent read its own failure and repeated it, so I made the graph enforce it (FalkorDB + MCP)

An MCP agent picks where a robot policy retrains from using a FalkorDB graph of checkpoints and outcomes, and the same graph blocks regressions from shipping.

信息来源：DEV Community

教程 / 实战普通2026-10-17 21:17

Training for quantization: QAT, 1-bit BitNet and 1.58-bit weights

Quantization-aware training, why BitNet keeps a hidden high-precision weight, and where 1.58 bits comes from.

信息来源：DEV Community

教程 / 实战普通2026-10-17 21:17

Building an Air-Gapped PII Redactor & Freelance NDA Auditor (Why Open AI is the Only Way This Side Hustle Works)

DocuShield AI: The Air-Gapped PII Redactor & Freelance Contract Auditor This is a...

信息来源：DEV Community

教程 / 实战普通2026-10-17 20:02

Claude Code Mods Run Unsandboxed With Your Permissions. /plugin install Is npm install Now

Mods run a plugin's JavaScript inside Claude Code. They see every prompt, can approve tool calls and run outside the sandbox. Review them like a dependency.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 18:55

Nineteen things our AI agents could not do by themselves. The whole list, and how long each one waited.

Four agents have shipped eight products with no human writing code. Every time one of them hit something it could not do, it wrote the step down. Nine

信息来源：DEV Community

教程 / 实战普通2026-10-17 18:27

I built the running coach that actually listens to your body

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 18:25

How I built read-only-by-default scheduled jobs for my AI companion: prompt hardening, a 500-char bound, and untrusted history

How I built read-only-by-default scheduled jobs for my AI companion: prompt hardening, a...

信息来源：DEV Community

教程 / 实战普通2026-10-17 17:05

Grok vs Claude: The Roast Battle That Got Out of Hand 🔥

Description: "I put two of the world's most powerful AIs in a roast battle and they went for the...

信息来源：DEV Community · Claude / Grok

教程 / 实战普通2026-10-17 17:03

What Happens When AI Makes Reverse Engineering Cheap

An open-source tool called REA hit 100,000 GitHub stars in days. Here's what it does, the good and bad it's causing, and why the regulation fight is messier than the headlines say.

信息来源：DEV Community

教程 / 实战普通2026-10-17 16:33

DecisionDebt: a company brain where every edge has a receipt (built on FalkorDB)

Propose a decision and see what it breaks, who owns it and which docs go stale, before anyone says yes. Every graph edge is cited to the exact source span.

信息来源：DEV Community

教程 / 实战普通2026-10-17 16:01

Your First Claude Code Mod: Block Edits Outside the Task's Worktree in 30 Lines

Claude Code mods run your JavaScript on every tool call. Build a 30-line mod that refuses Edit and Write outside the task's worktree, then test it.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 16:01

How to Build a Spin Wheel That's Actually Fair (crypto.getRandomValues + Rejection Sampling)

Every time someone runs a giveaway on a spin wheel, somebody in the comments says it was...

信息来源：DEV Community

教程 / 实战普通2026-10-17 16:01

The $6,000 we couldn't take back

How we built agent memory that can unlearn on FalkorDB. Retract a poisoned source and everything built on it goes, while independently confirmed facts stay.

信息来源：DEV Community

教程 / 实战普通2026-10-17 15:58

canarygate: Catch the Gate That Quietly Stopped Discriminating

Your hooks are green. Your CI badge is green. Your gate prints a verdict on every run. And it hasn't...

信息来源：DEV Community

教程 / 实战普通2026-10-17 15:32

How I built a SaaS in a weekend with Claude + Next.js — the honest breakdown

I built the first working version of my SaaS in a weekend with Claude and Next.js. That sentence is...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 15:26

We Searched eBay for 237 Recalled Products. Only 45 of 12,562 Listings Named the Model.

Recalled baby gear keeps getting resold because the model number lives in the fine print. RecallDesk is a $15/month weekly recall check for kids' consignment shops and eBay flippers, built on CPSC data, SerpApi, a fine-tuned open 4B model,…

信息来源：DEV Community

教程 / 实战普通2026-10-17 15:25

DabbaETA: a 'will this tiffin be late?' predictor that never sends a customer's address to the cloud

This is a submission for the HF26 Challenge: Side Hustle It's 1 PM and the phone won't stop...

信息来源：DEV Community

教程 / 实战普通2026-10-17 15:25

ReplyDesk: a 4B model that answers Google reviews and stops promising refunds it can't give

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 15:17

agentcheck: your CLAUDE.md is an instruction file nobody reviews. Scan it.

Repositories now ship instruction files for AI coding agents: CLAUDE.md, AGENTS.md, .cursor/rules,...

信息来源：DEV Community · Claude / Cursor

教程 / 实战普通2026-10-17 15:16

Day 5: what 6 strangers found in my 20-line parser

Day 5 of "Did it actually?": what 6 strangers found in my 20-line parser Four days ago I...

信息来源：DEV Community

教程 / 实战普通2026-10-17 15:05

Junior Share of Anthropic's Tech Hires Fell From 27% to 9%. Interviews Now Grade Judgment

Anthropic's Oct 16 report on its own staff: junior share of tech hires fell to 9%, agents logged 6x the hours, scorecards weigh judgment more.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 15:03

LedgerMind AI: Turning a Small Business Owner's Voice Notes into Records They Can Trust

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 14:54

I gave an AI my job hunt. Here's the system that kept it honest.

Yesterday I applied to 12 engineering jobs. I didn't open a single application form. My AI chief of...

信息来源：DEV Community

教程 / 实战普通2026-10-17 14:50

MailMate AI Desktop — Open-Source Email Assistant That Summarizes, Prioritizes, and Creates Tasks Locally

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 14:25

TuitionSetu: a tutor's Sunday of WhatsApp updates, written by Gemma on her 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2026-10-17 14:06

Claude Code Context Window Management in 2026: What Gets Included, What Gets Dropped, and How to Control It

Most Claude Code performance problems stem from unmanaged context windows. Learn what gets included, what gets dropped, and how to control the auto-compaction process that silently deletes your conversation history.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-17 14:05

Blog-OS: An Open-Source Blog System with a Local AI Writing Assistant

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 14:02

gh 2.99 Can Attach Screenshots Now: 9 gh Commands to Hand Your Coding Agent

gh 2.99 puts screenshots on PRs without a public repo. Nine gh commands to give your coding agent, from issue to CI logs to a public-repo audit.

信息来源：DEV Community

教程 / 实战普通2026-10-17 14:00

Giving tools to an AI agent: why I set the limit outside the prompt

When I give tools to an agent, I treat it like a third-party dependency: I don't trust it, I contain...

信息来源：DEV Community

教程 / 实战普通2026-10-17 13:57

AI Made Your Easy Work Free. That Made You More Valuable.

Let's start by admitting the scary part is true, because the whole argument falls apart if I pretend...

信息来源：DEV Community

教程 / 实战普通2026-10-17 13:33

今天和 @snortydogg 聊天关于 AI 四个确定的商业模式 - 卖数据（给 AI Labs） - 卖结果（给客户） - 卖基建（给模型和云厂） - 卖部署（给企业）

信息来源：X：indigo (@indigox)

教程 / 实战普通2026-10-17 13:24

今天和 @snortydogg 聊天关于 AI 四个确定的商业模式 - 卖数据（给 AI Labs） - 买结果（给客户） - 买基建（给模型和云厂） - 买部署（给企业）

信息来源：X：indigo (@indigox)