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教程 / 实战普通2026-10-11 22:14

Touch Grass Planner: A local Gemma model that picks your next 30 minutes 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2026-10-11 22:12

We taped over the total. Vision models filled it in anyway.

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Here is a...

信息来源：DEV Community

教程 / 实战普通2026-10-11 22:06

Ask an AI for your home loan EMI and it will be off by ₹10. Every month.

This is a submission for the Kaggle Benchmarking Challenge Last week I built a little app about...

信息来源：DEV Community

教程 / 实战普通2026-10-11 22:01

mod-audit v0.2: the update is the attack — delta risk reports for Claude Code Mods

I shipped v0.1 of mod-audit — an offline, stdlib-only supply-chain auditor for Claude Code Mods — and...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-11 21:39

WildTrail: I'm a beginner, and my AI wrote a fake map download. Here's what I shipped for Touch Grass

This is my submission for the Hacktoberfest Open-Source AI Challenge, Week 1: Touch Grass. I'm...

信息来源：DEV Community

教程 / 实战普通2026-10-11 21:34

Introduction to OpenAI's Decisions API: Building a Remote Job Finder with SerpApi

Learn how OpenAI’s Decisions API works by building a remote job finder with SerpApi that filters listings based on your preferences.

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-11 21:34

Jacaranda Scout: plan a walk through this week's purple streets, then put the phone away

A local open-weight LLM and TabPFN plan a walk, run or ride past jacarandas in bloom, then the app goes dark until you reach a tree.

信息来源：DEV Community

教程 / 实战普通2026-10-11 21:24

GrassRoots: A Local Gemma Agent That Tells Developers to Touch Grass

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2026-10-11 21:11

StrollerPulse: The Screen-Free Shock & Terrain Watchdog Powered by Prior Labs TabPFN

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2026-10-11 20:52

Models Know What to Change. But Do They Know What to Leave Alone?

This is a submission for the Kaggle Benchmarking Challenge My first evaluation gave DeepSeek,...

信息来源：DEV Community · DeepSeek

教程 / 实战普通2026-10-11 20:40

Dawn-Chorus

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2026-10-11 20:32

Wanderlore: What if your next walk had a plot?

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

信息来源：DEV Community

教程 / 实战普通2026-10-11 20:25

Outwards Days — make a little room for 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2026-10-11 20:14

Going outside was never my problem. Saying hello was.

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2026-10-11 19:54

I Turned the Reasoning Dial to 'High' on 4 Models. It Fixed One Thing and Billed Me for Everything.

Same 60 questions, same prompt, same grader. Only reasoning_effort changes. 1,800 graded calls later: one real accuracy gain, many bigger bills, and a model that counted two tools as 10,016.

信息来源：DEV Community

教程 / 实战普通2026-10-11 19:41

What would your GitHub look like as a TV news report?

DEV·TV is a free, open-source TV for developer content: one index.html, no backend. This week it got...

信息来源：DEV Community

教程 / 实战普通2026-10-11 19:23

Drafts That Never Shipped: do LLMs treat dead proposals as real standards?

This is a submission for the Kaggle Benchmarking Challenge. 🎥 3-minute overview (narrated): ...

信息来源：DEV Community

教程 / 实战普通2026-10-11 19:18

I built a trail accessibility surveyor that runs with the radio off

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2026-10-11 19:18

Dependency Bench: at what size do LLMs lose track of a CI pipeline?

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Every...

信息来源：DEV Community

教程 / 实战普通2026-10-11 19:09

Touch Grass: a 30-second outdoor planner that runs Gemma 2 inside your browser

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2026-10-11 19:04

Kagaz: An Offline AI That Prints a Nature Scavenger Hunt So Kids Go Touch Grass

Kagaz (कागज़, "paper") is an offline-first tool that generates printable bilingual Hindi and English...

信息来源：DEV Community

教程 / 实战普通2026-10-11 18:54

Every Skill in This Open Source Agent Framework Could Literally Be a Startup

Most agent skills frameworks are just text prompts in markdown files, then I found an open source...

信息来源：DEV Community

教程 / 实战普通2026-10-11 18:46

PIP: a desktop penguin that loves you but hates it when you stay on the desktop for too long

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2026-10-11 18:45

When AI Gets the Tickets Right but the Totals Wrong

This is a submission for the Kaggle Benchmarking Challenge An AI model can classify hundreds of...

信息来源：DEV Community

教程 / 实战普通2026-10-11 18:37

I Replaced My Entire Dev Workflow With AI Agents — Here's What Actually Worked

I didn't set out to "replace my workflow with AI." I set out to answer a narrower, more honest...

信息来源：DEV Community

教程 / 实战普通2026-10-11 18:24

canli-mcp: 306 free finance tools for Claude and any MCP client, measured against OpenBB, EdgarTools and Yahoo

One free, MIT-licensed MCP server: SEC filings, markets, options, the Fed, macro data, quant analytics and backtest validation behind three tools. What it does, how it compares, and the bugs we caught on the way.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-11 18:15

I asked AI models to build web apps. Most of them shipped a fake server inside the page.

This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked AI coding...

信息来源：DEV Community

教程 / 实战普通2026-10-11 18:10

Git Out: A Local Voice Companion That Helps Developers Touch Grass

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2026-10-11 18:09

Google Search Console + MCP: 3 ways to give Claude your search data (and how I built one)

Search Console is the most useful SEO data most developers never open. It tells you which queries...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-11 18:08

Golden Hour: an open model that finds your 40 minutes outside, and where to spend them

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2026-10-11 18:02

My browser and IDE won't work until I go outside, and a model on my laptop checks that I really did

AI was going to increase our productivity. It is also apparently going to replaces the human race...

信息来源：DEV Community

教程 / 实战普通2026-10-11 17:54

Do AI models understand daily life in Pakistan? lakh/crore, PKT and Urdu tested

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Most AI...

信息来源：DEV Community

教程 / 实战普通2026-10-11 17:27

Your MCP Config Is the Actual Security Boundary. Nobody Audits It

Your MCP config is the actual security boundary. Nobody audits it. I read a lot about MCP...

信息来源：DEV Community

教程 / 实战普通2026-10-11 17:26

I Built an Offline Supply-Chain Auditor for Claude Code Mods (stdlib-only Python)

Your Claude Code mods run shell commands with your privileges. A lifecycle hook is one curl | sh away...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-11 17:24

Semantic DLP: Can AI Models Catch the Data Leak?

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Employees...

信息来源：DEV Community

教程 / 实战普通2026-10-11 17:21

DrishtiPath: Offline AI Navigation Through What You See

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2026-10-11 17:07

I let a 322M local model judge every shell command my coding agent runs

laya-guard: A local safety net for coding agents Coding agents run shell commands all the...

信息来源：DEV Community

教程 / 实战普通2026-10-11 17:01

Tech Is Brutal Right Now. Stay or Go? Let's Think Clearly.

You sent 200 applications. You heard back from three. Two were rejections and one was a "we've moved...

信息来源：DEV Community

教程 / 实战普通2026-10-11 16:02

Your AI Agent Sent That Email Twice. Here's the Idempotency Fix

An agent calls send_email. The mail API is slow, the HTTP client gives up at 30 seconds, and the...

信息来源：DEV Community

教程 / 实战普通2026-10-11 15:50

How 8-bit quantization shrinks an LLM to a quarter of its size — and why a single outlier weight can quietly ruin it

A beginner-friendly walk through INT8 quantization: one running example, the math in plain words, and why a single large weight decides how well it works. With an interactive playground.

信息来源：DEV Community