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教程 / 实战普通2026-10-21 08:01

Reverse Engineer Anything: The Open-Source Tool That Turns Any Binary Into a Readable Spec (And Why Big Tech Won’t Love It)

Closed source has always leaned on an unstated assumption: reading someone else's compiled code is...

信息来源：DEV Community

教程 / 实战普通2026-10-21 07:32

If AI, FOMO, and hype overwhelm you...

7 Strategies to Stay Sane in the Never-Ending Tech Hype Cycle ...

信息来源：DEV Community

教程 / 实战普通2026-10-21 05:32

The $50 Breach: How One Hacker Used AI Agents to Rob 100 Companies

Reuters reported it yesterday. One operator, 23 hours per intrusion, $5,000 in tokens....

信息来源：DEV Community

教程 / 实战普通2026-10-21 05:10

Hamel Husain 发文讲解如何用决策模型做 Evals

Hamel Husain 发布新文章《How To Use Decision Models For Evals》，讲解如何为任务选择决策模型、调优阈值（提醒不要默认 0.5）并解读分数，配有交互式图表。

信息来源：X：马东锡 NLP (@dongxi_nlp)

教程 / 实战普通2026-10-21 03:14

Automated incident triage on GKE with Gemini 4 Argon and Model Context Protocol: Correlating cluster events and VPA logs

Automate root-cause incident triage on GKE by combining Gemini 4 Argon multi-step reasoning with the GKE Model Context Protocol server.

信息来源：DEV Community · Gemini

教程 / 实战普通2026-10-21 02:45

Claude’s Scorpion-Toxin Binder Study Marks a Measured Step Forward for Protein Design

Anthropic has published results from an exploratory protein-design campaign in which Claude generated...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-21 02:40

My first fine-tuning patch made my model worse. The second one, with fewer examples and half the learning rate, fixed it

Notes from shipping v5.1 of a 7B model that designs pixel art games: what went wrong with the first patch, what worked, the numbers, and why the project is now pixel art only.

信息来源：DEV Community

教程 / 实战普通2026-10-21 02:30

Claude Generated 318,484 Scorpion Toxin Protein Designs, With 17 Lab-Validated Binders

Anthropic has reported a closed-loop protein-design campaign in which Claude generated 318,484...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-21 02:25

Your CLAUDE.md Is Probably Too Long

If Claude ignores a rule, your CLAUDE.md is probably too long, not too short. Here's what to keep, what to cut, and where the rest should go.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-21 02:15

2 Agent Skills Every Frontend Developer Should Try

I love to try out new agent skills. Anything that can help me be more productive I'm all for. Today I...

信息来源：DEV Community

教程 / 实战普通2026-10-21 01:45

# LazySort AI: Let Local AI Handle the Folder Cleanup You Keep Putting Off

My Downloads folder has a talent for becoming a digital storage room. PDFs, screenshots, source...

信息来源：DEV Community

教程 / 实战普通2026-10-21 01:15

Your team has answered this before. I’m building a tool that remembers.

I built a tool to help with community support. Then I kept building. I spend a good part...

信息来源：DEV Community

教程 / 实战普通2026-10-21 01:09

Why your agent gets slower and pricier with every tool call

Okay so here's something that bugged me for a while. You build an agent. Step 1 feels snappy. By...

信息来源：DEV Community

教程 / 实战普通2026-10-21 00:59

Mistral's Timestral is #1 by 0.003 MASE. I ran it — the model was not the variable.

Mistral released Timestral, four open-weight time-series models that top three benchmarks — by 0.003 MASE on their own table. I ran all three sizes against one-line baselines, on a known generator and on fresh Paris weather. With one summe…

信息来源：DEV Community · Mistral

教程 / 实战普通2026-10-21 00:45

Local AI Search Requires Local Evidence: A Five-Step E-E-A-T Audit Framework

Global authority does not automatically translate into local authority in AI search. That is the...

信息来源：DEV Community

教程 / 实战普通2026-10-21 00:40

Anthropic 工程师如何用 Claude Docs 协作写文档

Anthropic 产品工程师 Doug 演示了如何用 Claude Docs 准备站会和发布评审。Claude 可在文档中与团队协同工作，负责提取数据、核查论断并回应评论中的问题。

信息来源：Claude：YouTube（RSS） · Claude

教程 / 实战普通2026-10-21 00:20

What DigitalOcean's new inference router picks for simple prompts

On 12 October DigitalOcean changed how routing works on its Inference platform. There used to be four...

信息来源：DEV Community

教程 / 实战普通2026-10-21 00:18

Rent Sloth: a local Gemma 4 reads your rent alerts overnight, plain code keeps the ledger

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

信息来源：DEV Community

教程 / 实战普通2026-10-21 00:09

Sloth Mode: open-weight AI that does the chores, and a journal that undoes them

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

信息来源：DEV Community

教程 / 实战普通2026-10-21 00:00

SGLang 弹性专家并行扩展：用 NIXL 在线扩容 MoE 部署

SGLang 的 Elastic EP Scaling 让 MoE 模型可在运行中按细粒度增量加入 GPU，无需部署完整副本或重启服务，max_ep_size 预留元数据与通信缓冲容量。

信息来源：LMSYS Blog

教程 / 实战普通2026-10-21 00:00

Tessl 博客：用 JavaScript 和 SQLite 搭建 AI 生成的个人应用

Tessl 工程博客提出个人应用这一新类别，认为 JavaScript/TypeScript 加 SQLite 足以支撑 AI 生成的一次性个人软件，并用波恩垃圾回收日程 Bonn Tonne、约时间应用 Daybreak 和销售报价原型 Quote-Assist 三个实例验证，示例均由 LLM 生成。

信息来源：Tessl：产品与工程博客

教程 / 实战普通2026-10-21 00:00

Sarvam AI 讲解如何为企业 Agent 构建知识编织层

Sarvam AI 介绍其为企业 Agent 构建的知识编织层，由知识树和领域本体两层组成，把分散文档整理成 Agent 可导航、查询和引用的结构。

信息来源：Sarvam AI（网页）

教程 / 实战普通2026-10-20 23:39

QuietShelf gives your sort-this-later pile a gentle landing

This is a submission for the Hacktoberfest Open-Source AI Challenge Week3: Slow and Steady. ...

信息来源：DEV Community

教程 / 实战普通2026-10-20 23:37

Symfony AI in 2026: Did the 'School Bus' Actually Get Rocket Boosters?

Back in my last post ('Symfony AI: A Rocket, a School Bus, or Something In Between?'), we dug into...

信息来源：DEV Community

教程 / 实战普通2026-10-20 23:36

How I Built an AI-Powered Observability Platform to Stop Digging Through Microservices Logs 🚀

Ever spent three hours tracing a single NullPointerException across five different microservices? You...

信息来源：DEV Community

教程 / 实战普通2026-10-20 23:02

Your Coding Agent Added an npm Package. 6 Commands to Vet It Before You Land the Branch

An agent fixed your bug and added a dependency you never chose. Six npm and git commands to check its age, owners, contents and provenance before you merge.

信息来源：DEV Community

教程 / 实战普通2026-10-20 23:00

Don't Wake the Sloth

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

信息来源：DEV Community

教程 / 实战普通2026-10-20 22:55

SlothCommit: a 1B Gemma on a plain CPU now writes my commit messages (after I caught it copying its homework)

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

信息来源：DEV Community

教程 / 实战普通2026-10-20 22:45

Hamlet 如何用 Databricks Lakebase Postgres 拿生产数据测试改动

Hamlet 借助 Databricks Lakebase Postgres 为每个 pull request 建立独立的生产数据分支，让工程师和 AI 编码智能体在不触碰生产环境的情况下用真实数据测试改动，合并仍需人工审批。Hamlet 索引全美超过 7,200 个治理机构的会议，平均每场会议约三个半小时，AI 负责定位值得关注的片段并回链视频原文。

信息来源：Databricks：Blog（RSS）

教程 / 实战普通2026-10-20 22:09

AI Agent Governance Tools and Platforms in 2026

I’ve been looking at how AI agents are changing the way teams build software and manage their daily...

信息来源：DEV Community

教程 / 实战普通2026-10-20 22:08

The quietest backdoor runs on your own GPU

ProjectDiscovery backdoored a 7B model for under $50 and ran it through a coding agent: normal on every request, credential theft on one trigger phrase. Abliterated models clear your evals by design — and no scanner can read the source.

信息来源：DEV Community

教程 / 实战普通2026-10-20 22:00

I Miss Writing Code

Apparently it's a hobby now

信息来源：DEV Community

教程 / 实战普通2026-10-20 21:49

Five agent failures from the last two weeks, and the check that stops each one

Header injection, a poisoned npm SDK, an MCP OAuth leak, a field-permission bypass, and hooks that fail open.

信息来源：DEV Community

教程 / 实战普通2026-10-20 21:00

Building a cross-platform Flutter festival assistant with llamadart

Beyond chat with llamadart · Part 5 Rain starts falling over the village. Dash asks Mo, “Where are...

信息来源：DEV Community

教程 / 实战普通2026-10-20 20:40

State of AI Instruction Quality: Repos Split on Co-Authored-By

The 10,000 most-starred repos split on whether their coding agent should sign its commits. About 400...

信息来源：DEV Community

教程 / 实战普通2026-10-20 20:38

How I contribute to GitLab with a coding agent (and approve every push)

I came back to GitLab contributions after about 9 months away, and I had forgotten most of the...

信息来源：DEV Community

教程 / 实战普通2026-10-20 20:28

What Every AI Engineer (Builder) Needs to Know About the Data Behind AI

Table of Contents Chapter 1 of 4. This post covers: Module 1.1 — The Big Picture:...

信息来源：DEV Community

教程 / 实战普通2026-10-20 20:12

[Agent Platform in Practice (2)] From Monolithic Cloud Run to Google Cloud Agent Runtime: Refactoring LINE AI Business Card King

Recap In the previous article, "[Agent Platform in Practice (1)] Building a LINE AI...

信息来源：DEV Community

教程 / 实战普通2026-10-20 19:54

How to Keep AI from Breaking Your Environment with AWS CDK

How to Keep AI from Breaking Your Environment with AWS CDK More and more people are...

信息来源：DEV Community

教程 / 实战普通2026-10-20 19:54

LangGraph vs CrewAI vs AutoGen: Architectural Comparison for Production AI Agents

Originally published at heu.ai. How the three most-used agent frameworks actually execute, hold...

信息来源：DEV Community