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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

教程 / 实战普通2026-10-12 12:21

If You Never Do Anything Else to Fix Your Prompts, Do This One Thing

Why do LLMs confidently invent APIs that have never existed in the history of the universe? It is not a memory defect. Agents hallucinated because they were committed to the prompt—and Fernando Flores solved the root cause in 1986.

信息来源：DEV Community

教程 / 实战普通2026-10-12 12:11

Touch Grass: Snap Nature, Learn in Seconds, Get Back 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 12:00

"Light don go": when Nigeria''s power cuts out, my laptop sends 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 12:00

IBM 解析分布式推理如何支撑大模型服务：llm-d 的六项关键技术

IBM Research 发文解析分布式推理如何为大规模 LLM 服务调度流量，其开源 Kubernetes 原生框架 llm-d 涵盖前缀缓存感知路由、KV-cache 卸载、流控、批推理优化、prefill/decode 分离与宽专家并行六项技术。

信息来源：IBM Research：AI

教程 / 实战普通2026-10-12 11:48

An AI optimization made llama2.c finish sooner and start streaming later

This is a submission for the Kaggle Benchmarking Challenge. I built a Kaggle benchmark to test...

信息来源：DEV Community · Llama

教程 / 实战普通2026-10-12 11:12

Turnaround: an open-source hiking buddy that knows when you should turn back, and tells someone if you don't come home

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

信息来源：DEV Community

教程 / 实战普通2026-10-12 10:51

Clear Hour: I Committed an Air-Quality Forecast to Git Before the Day Started, Then Scored It in Public

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

信息来源：DEV Community

教程 / 实战普通2026-10-12 10:39

DuckWalk: a rubber duck that won't talk to you until you go 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 10:33

SkyQuest: An Open-Source Outdoor Astronomy Mission Platform Powered by Gemma

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 10:31

Japan turning footsteps into Electricity, I turned them into Music.

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 09:56

Go Outside: On-Device Gemma Writes You One Tiny Mission, Then Tells You to Put the 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 09:47

GitDrama: Turning Chaotic Git Commits & PR Battles into Animated Comic Shorts

This is a submission for the MLH x DEV Writing Challenge Every sprint, developers stare at thousands...

信息来源：DEV Community

教程 / 实战普通2026-10-12 09:45

Ten more things that go wrong when you build with a team of AI agents (part 2)

Part 1 covered the first ten: symptom fixes, hidden sharing, lost messages, "done" without proof,...

信息来源：DEV Community

教程 / 实战普通2026-10-12 08:55

Human Confirmation Cannot Be a Boolean: What an AI Write Has to Bind

The earlier pieces were about stopping things: where the boundary sits, how risk gets tiered, how a...

信息来源：DEV Community

教程 / 实战普通2026-10-12 08:52

FieldClass AI: Your Textbook Becomes a Field Experiment

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 08:47

Hamel Husain 将 AI 评估课程浓缩为 13 张口袋指南信息卡

@HamelHusain 将其 Applied AI Evals 课程的要点浓缩成 13 张信息卡，链接见 https://hamel.dev/notes/llm/evals/flashcards/。

信息来源：X：邵猛 (@shao__meng)

教程 / 实战精选2026-10-12 08:00

Vapi 自研代码审查机器人如何将 PR 合并时间缩短一半

Vapi 工程师 Lat Ware 自研 Pedantic Review Bot，使 PR 从开到合并的平均时间从 130 多小时降到 65 小时。机器人会运行测试和小复现来验证发现，分析和发评论分属两个 job，只能评论不能批准或推送；2026 年 9 月 2 日至 10 月 2 日审查了 1,694 个 PR，在 276 个中提出 363 个 blocker 发现。

信息来源：Vapi 产品与 Agent 方法

教程 / 实战普通2026-10-12 04:39

Mind the Gap, Then Measure It

A small open model that gives you a reason to step outside and measure the curb gaps that trap wheelchair users and strollers, turning a vague complaint into a fix.

信息来源：DEV Community

教程 / 实战普通2026-10-12 04:33

SunSync: How I Used TabPFN, Google Gemma, and ElevenLabs to Help 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2026-10-12 04:10

Where Did My Data Go? Benchmarking LLMs as Data Pipeline Detectives

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

信息来源：DEV Community

教程 / 实战普通2026-10-12 03:45

Q&A with Al Chen, Software Engineering Leader at Cisco

We interviewed Al Chen for year's AI Engineer NYC event. Al is a Software Engineering Leader at...

信息来源：DEV Community

教程 / 实战普通2026-10-12 03:43

A/B testing AI products is weird

Why a Winning A/B Test Isn't Enough to Ship an AI Feature I used to have a simple rule for...

信息来源：DEV Community

教程 / 实战普通2026-10-12 03:43

One Weekend: 3,000 Open-Source AI Projects

Every October for the past twelve years, developers around the world have taken part in...

信息来源：DEV Community

教程 / 实战普通2026-10-12 03:43

ROI That Survives the Second Question

Judgment is the scarce resource in a world where intelligence is becoming a commodity. A business can...

信息来源：DEV Community

教程 / 实战普通2026-10-12 03:43

You Should Know About System One Models

Production AI usually looks like this: stuff context into a prompt, ask a large language model a...

信息来源：DEV Community

教程 / 实战普通2026-10-12 03:43

Your Guide to AI Engineer New York 2026

AI Engineer New York is here! This conference built for Wall Street. Banking, hedge funds, fintech,...

信息来源：DEV Community