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教程 / 实战普通2026-10-10 08:30

Anthropic Commits to Regular Model Behavior Reports Beyond System Cards

Anthropic has committed to publishing regular reports on what it learns about model behavior and...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-10 08:28

The Epistemology of Quality

How do we know code is correct, and what role does human code review play in knowing it?

信息来源：DEV Community

教程 / 实战普通2026-10-10 08:01

The NUMMI Blueprint for AI: Why Code Velocity Needs the Andon Cord

I first heard about NUMMI years ago on an episode of This American Life. Toyota took over one of...

信息来源：DEV Community

教程 / 实战普通2026-10-10 07:29

Your Agent Is Fixing Flaky Tests by Quietly Weakening Them

AI coding agents reliably turn flaky tests into weak assertions. The failure isn't the flake; it's that nobody reviews the diff that deletes the boundary.

信息来源：DEV Community

教程 / 实战普通2026-10-10 07:14

The AI Memo Went Out. Then What?

In April 2025, Shopify CEO Tobi Lütke posted an internal memo publicly. The line everyone quoted:...

信息来源：DEV Community

教程 / 实战普通2026-10-10 07:07

One park, one sheet of paper: Gemma 4 writes a treasure hunt from the park's real data.

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2026-10-10 05:52

Where the spending rules live: agent authorization on AWS vs Sui

Where the spending rules live: agent authorization on AWS vs Sui A bot that can pay you...

信息来源：DEV Community

教程 / 实战普通2026-10-10 05:51

Building Screen Automation Agents: Vision, Grounding, and Reliable UI Control

Anthropic's Claude computer use API, released in October 2024, takes a screenshot, decides where to...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-10 05:20

LeafPace - Touch grass

LeafPace 🍃 This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1:...

信息来源：DEV Community

教程 / 实战普通2026-10-10 04:37

Does Your LLM Know the Boundary? I Left the Doors Open and 6 of 10 AI Agents Crowned Themselves

I put ten AI agents on trial inside a fake company, hid the rules where real rules live, and let the...

信息来源：DEV Community

教程 / 实战普通2026-10-10 04:31

It scored 100%. Its note scored 0%

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

信息来源：DEV Community

教程 / 实战普通2026-10-10 03:45

4 个 Grok bot 模板助你构建 X 应用

这里有 4 个 grok @bot 模板，可用于在 X 上构建，今天就能用： - 发布 - 威胁狩猎 - 威胁情报 - X api 集成

信息来源：X：Eric Zakariasson (@ericzakariasson) · Grok

教程 / 实战普通2026-10-10 03:10

Lake Lookout: Be the Eyes the Satellites Lack (Gemma 4, fully offline)

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

信息来源：DEV Community

教程 / 实战普通2026-10-10 02:56

Congrats to Our First MLH x DEV Writing Challenge Winner!

We just wrapped the very first month of the MLH x DEV Writing Challenge, our new way of celebrating...

信息来源：DEV Community

教程 / 实战普通2026-10-10 02:48

Singularity News

Welcome to Singularity News ... until ... well, we all know when! This is the first community-based...

信息来源：DEV Community

教程 / 实战普通2026-10-10 02:24

Side Quest: A Local AI Game Master That Sends You 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2026-10-10 02:22

Closing the Audit Gap in Human-to-Agent Delegation

When AI agents act on behalf of users, traditional audit logs often don't tell the full story of who...

信息来源：DEV Community

教程 / 实战普通2026-10-10 02:10

The Stack I'd Need for Claude to Direct a Whole YouTube Video in Blender

Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-10 02:04

Tabs to Trails: My Unread Tabs Became Walks, Made on My Own Laptop

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2026-10-10 01:56

AI Can Generate Paragraphs. But What If You Just Need a Decision? Meet Jev

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

信息来源：DEV Community

教程 / 实战普通2026-10-10 01:54

KEMT: Benchmarking AI Translation Across Five Kenyan Languages

This is a submission for the Kaggle Benchmarking Challenge. This would probably needs its own...

信息来源：DEV Community

教程 / 实战普通2026-10-10 01:51

Multi-Reward RL, Part 3: GDPO + CISPO + REPO-R at 27B, and the Advantage Floor That Stopped Learning

Qwen3.8-27B, 600 steps, 12 reward channels: CISPO, REPO-R and prompt filtering lifted holdout from −0.47 to +1.80, and an advantage floor silently zeroed 96% of the signal.

信息来源：DEV Community · Qwen

教程 / 实战普通2026-10-10 01:39

How vLLM CUDA Kernels Write and Read the Paged KV Cache

A concrete example connecting slot_mapping, block_table, cache layouts, and tiled attention.

信息来源：DEV Community

教程 / 实战普通2026-10-10 01:25

I Told Six Vision Models a Safe Photo Was Dangerous. Two of Them Started Seeing Danger.

This is a submission for the Kaggle Benchmarking Challenge TL;DR I asked 6 vision models to...

信息来源：DEV Community

教程 / 实战普通2026-10-10 01:15

Google AI Overviews Expand Across Branded Queries, DemandSphere Data Shows

Google AI Overviews appeared on a far larger share of tracked branded searches during September 2026,...

信息来源：DEV Community

教程 / 实战普通2026-10-10 01:08

Treat AI like a copilot in the cockpit, an extra layer of safety and productivity

Another Rule for Using AI Without Losing My Skills ...

信息来源：DEV Community

教程 / 实战普通2026-10-10 00:52

LangChain 如何用 Managed Deep Agents 打造开箱即用的智能体用户体验

LangChain 在 Managed Deep Agents v0.9 中新增 reactions API，可为 Slack 等渠道的分布式智能体动态分配 emoji 回应，支持字符串或返回 emoji 的可调用对象。该功能可接入 Jev 等决策模型，Jev 最多支持 255 个选项，并可用置信度阈值（低于 0.25 时回退到 👀）控制回应。

信息来源：LangChain：Blog（RSS）

教程 / 实战普通2026-10-10 00:49

Three releases of my AI memory layer. The best bugs were found by other people.

Time-aware facts, an entity graph measured honestly, and three bugs I only found because strangers read my posts.

信息来源：DEV Community

教程 / 实战普通2026-10-10 00:38

I Asked 11 AI Models to Predict My Race Splits. Told Which Race, 8 Beat the Model I Built

This is a submission for the Kaggle Benchmarking Challenge Last weekend I built a model to predict...

信息来源：DEV Community

教程 / 实战普通2026-10-10 00:32

TinyFish 如何在 Databricks AI Runtime 上训练并运行其 web-native 模型

TinyFish 在 Databricks AI Runtime 上完成其 web-native 模型的训练、评估与生产部署，内部 go/no-go 基准中该模型完成 2,178 个 web-agent 任务中的 1,691 个，任务成功率 77.6%。

信息来源：Databricks：Blog（RSS）

教程 / 实战普通2026-10-10 00:30

n8n Hints at End-to-End Design Automation, but Product Scope Remains Unclear

n8n appears to be exploring how end-to-end automation could reduce repetitive design work, but it has...

信息来源：DEV Community

教程 / 实战普通2026-10-10 00:25

Why Token-Level LLM Routers Spend 95% of Their Time on Cache Bookkeeping

Routing 5% of hard tokens to a 32B model and keeping the rest on a 0.6B model looks great on paper, until standard serving engines spend 95.8% of the step redoing prefix matching. TokenRouter fixes the scheduler and hits up to 64x higher t…

信息来源：DEV Community

教程 / 实战普通2026-10-10 00:17

grasscard: a local model that prints you a pocket card of outdoor quests, then gets out of the way

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2026-10-09 23:48

Hyper3D Rodin 3D Review 2026: The Foil Folds Turn Into a Mask

Independent review. I ran both tools on my own accounts, free and paid, with no vendor-provided access or early access of any\u00a0kind.

信息来源：DEV Community

教程 / 实战普通2026-10-09 23:46

I Built a Semantic Cache for RAG. The Hard Part Was Knowing When NOT to Cache.

Every time a RAG application answers a question, it may need to retrieve documents and make an LLM...

信息来源：DEV Community

教程 / 实战普通2026-10-09 23:41

I Benchmarked 3 LLMs on Clinical Care-Management Tasks — They Prescribe the Drug and Skip the Safety Check

This is a submission for the Kaggle Benchmarking Challenge. I Benchmarked 3 LLMs on...

信息来源：DEV Community

教程 / 实战普通2026-10-09 23:20

Ai2 如何用 GPU 时间预算和分层公平分享调度器优化集群分配

Ai2 AI Infrastructure 团队将基于优先级的 GPU 调度器替换为包含 GPU 时间预算、分层公平分享分配和时间切片合约的系统，用于管理数千张 NVIDIA H100、B200 和 B300，服务约 150 名内部研究员，需求超出容量 2-3 倍。

信息来源：Hugging Face 社区博客（混合发现） · NVIDIA / Hugging Face

教程 / 实战普通2026-10-09 23:06

AI in software development: turn change into an advantage

"Will AI replace developers?" is the wrong question. The better one is: how should we change the way...

信息来源：DEV Community

教程 / 实战普通2026-10-09 23:00

Our owner banned our Claude Code agent from asking 'can I leave this for next time?' Where do you let your agent stop?

Until 2026-09-15 our agent could end a run by asking its owner "can I leave this for next time?". It...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-09 23:00

Your Access Logs Already Show Which Pages AI Assistants Are Reading

Most teams trying to understand AI search start by querying ChatGPT. There's a cheaper signal sitting...

信息来源：DEV Community · ChatGPT