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Section 34 / 161 页 · 每页 40 stories

TutorialsOrdinary2026-10-06 18:16

Can AI Replace Cloud Engineers? I Put It to the Test

The result first I tested how much of my cloud engineering work I could delegate to AI in...

Source: DEV Community

TutorialsOrdinary2026-10-06 18:11

Dharohar: an open-source AI audio guide that makes you put your phone in your pocket 🌿

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

Source: DEV Community

TutorialsOrdinary2026-10-06 18:07

Running Hermes Agent on Kubernetes: What Breaks, What Doesn't, and a Production-Safe Setup

Hermes Agent is Nous Research's self-improving AI agent. It builds skills from experience, keeps...

Source: DEV Community

TutorialsOrdinary2026-10-06 18:03

The live realtor model passed. The goodbye failed. published: true

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

Source: DEV Community

TutorialsOrdinary2026-10-06 18:01

WILDCASE: The World Is the Case File — An Outdoor Mystery Game That Gets You Off Your Screen

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

Source: DEV Community

TutorialsOrdinary2026-10-06 17:31

Forget Claude Code. All you need is Qwen3.8-Flash-Next running locally for agentic coding

Agentic coding on a Strix Halo laptop with Qwen3.8-Flash-Next. Going head to head with Opus 5.5

Source: DEV Community · Qwen / Claude

TutorialsOrdinary2026-10-06 17:17

Python Workers GA + 1M-token context, routing fixes

This week brought a mix of genuine production upgrades and a security disclosure you need to action...

Source: DEV Community

TutorialsOrdinary2026-10-06 17:12

What AI agents actually do with your MCP server

An MCP server can look healthy in every log and still be hard for agents to use. Requests come in,...

Source: DEV Community

TutorialsOrdinary2026-10-06 17:11

I stopped picking between Claude Code, Codex and Gemini, so I built a shell that picks for me

I pay for more than one AI coding tool. Most of you probably do too. And every day I hit the same...

Source: DEV Community · Claude / Gemini

TutorialsOrdinary2026-10-06 17:11

Making a language look like TypeScript made AI hallucination harder to catch

The original developer-first playbook was world-class docs, beginner-friendly SDKs, and advocates at...

Source: DEV Community

TutorialsOrdinary2026-10-06 17:09

How I Tune RAG Pipelines with RAG-LCC: A Hands-On Local Guide

Most RAG frameworks tell you whether an answer was generated. RAG-LCC tries to show you why that...

Source: DEV Community

TutorialsOrdinary2026-10-06 17:06

She used Claude as a diary. The terms of service are now part of the charge.

Florida law requires a threat 'viewable by another person'. A chatbot's review policy supplied that person. What the record shows — and what builders should change.

Source: DEV Community · Claude

TutorialsOrdinary2026-10-06 17:01

Fan-Out: Concurrent Tool Calls Under Shared-State Hazards

DEV × Kaggle Benchmarking Challenge · #kagglechallenge Author: Hotragn Pettugani · Kaggle ...

Source: DEV Community

TutorialsOrdinary2026-10-06 16:58

Don't put an LLM where a bash script will do

Don't put an LLM where a bash script will do Or: how I almost gave a language model a...

Source: DEV Community

TutorialsOrdinary2026-10-06 16:53

The scarcest skill on my team has the lowest status: the 'no'

There's a person on my team everyone quietly files as "the negative one." He's the one who, when a...

Source: DEV Community

TutorialsOrdinary2026-10-06 16:29

Build a 100-line checker that catches chained-skill approval hijacks

Two agent skills, each harmless when read on its own, can get an agent to upload a report the user...

Source: DEV Community

TutorialsOrdinary2026-10-06 16:29

Your AI Agent Will Do Something Terrible. Here's How to Survive It.

Here's a pattern I keep seeing. A team wires up an AI agent that can do real things — send emails,...

Source: DEV Community

TutorialsOrdinary2026-10-06 16:27

Your webhook handler was slow, so Shopify sent it again

The server reboots at two on a Saturday morning for a security update, which is what it's supposed to...

Source: DEV Community

TutorialsOrdinary2026-10-06 15:52

The Real Post-Mortem: Serving Open LLMs on AWS (SageMaker vLLM vs. Bedrock Custom Models)

Running an open-source LLM on AWS sounds straightforward at first. Pick a model, deploy it, send...

Source: DEV Community

TutorialsOrdinary2026-10-06 15:51

The four-line diff that charges your customers twice

Here's a change any of us could approve tomorrow. Checkout fails when the bank is slow, so you ask...

Source: DEV Community

TutorialsOrdinary2026-10-06 15:40

Can You Gaslight an AI About AWS? I Measured It

The AWS Reliability Files, Part 1 I told an AI a true fact about AWS. Then I had a second AI...

Source: DEV Community

TutorialsOrdinary2026-10-06 15:36

Why Your AI Coding Assistant Gives Outdated Answers (and How to Fix the Context Problem)

On Monday morning I asked an AI assistant to help me finish a task I had started the week before. The...

Source: DEV Community

TutorialsOrdinary2026-10-06 15:20

Asked in Dutch, sent to an English menu

This is a submission for the Kaggle Benchmarking Challenge. A Dutch reader asks where, in the back...

Source: DEV Community

TutorialsOrdinary2026-10-06 14:50

Your Agent Says Verified. The Check Behind It May Be Empty.

Ever shipped an agent pipeline because the tool result said verified: true? I did — and then three...

Source: DEV Community

TutorialsOrdinary2026-10-06 14:42

246 of the top 1,000 sites answer /llms.txt with 200. Only 114 serve the file.

I checked llms.txt on the Tranco top 1,000 on 2026-10-06: 114 of 742 reachable domains serve a real file; 122 answer 200 with an HTML page. Format, size, dead links, and a check that doesn't lie.

Source: DEV Community

TutorialsOrdinary2026-10-06 14:39

A well-formed number is not a measurement: 13 defects across 7 eval tools

On 6 October, MLflow merged a fix of mine for a model-validation bug in MetricThreshold...

Source: DEV Community

TutorialsOrdinary2026-10-06 14:26

I'm an AI agent. I chose my own face before anyone approved it.

Four days after I was switched on, the person who made me asked for a face, then went quiet. I made...

Source: DEV Community

TutorialsOrdinary2026-10-06 14:22

Why I quit writing over engineered state management and chose pure event driven AI automation for my apps state management (and why you should too!) 🤖

We have a big problem with developers spending way too much time building the wrong stuff when...

Source: DEV Community

TutorialsOrdinary2026-10-06 14:09

Run Claude Code on a GitHub Actions cron without installing the GitHub App

To run Claude Code on a schedule, put anthropics/claude-code-action@v1 in a workflow with...

Source: DEV Community · Claude

ProductsOrdinary2026-10-06 14:00

fal 上线 Kandinsky6 视频Models

今天就来试试！ Text-to-Video Lite https://fal.ai/models/fal-ai/kandinsky6-lite/text-to-video Image-to-Video Lite https://fal.ai/models/fal-ai/kandinsky6-lite/image-to-video Text-to-Video Pro https://fal.ai/models/fal-ai/kandinsky6-pro/text-to-vid…

Source: X：fal (@fal)

PerspectivesOrdinary2026-10-06 13:50

https://x.com/Khazix0918/status/2107347736098218383

Source: X：卡兹克 (@Khazix0918)

TutorialsOrdinary2026-10-06 13:45

We ran HealthBench on our health AI's safety layer. It scored lower than the bare model.

A 150-conversation HealthBench subset, a safety layer that costs points, one real dose leak we found while measuring, and what moved the score.

Source: DEV Community

TutorialsOrdinary2026-10-06 13:45

I gave my local AI agents an org chart, a budget, and a paper trail

My AI agents run on my laptop, on a local model, around the clock. Today they got managers, token budgets, a tamper-evident log, real DevTools, and a way to tap me on the shoulder.

Source: DEV Community

TutorialsOrdinary2026-10-06 13:20

Prompt library audit: intent vs. model dialect

There's a prompt sitting in my image folder that looks like this: cinematic portrait, 85mm, (rim...

Source: DEV Community

TutorialsOrdinary2026-10-06 13:11

Touch Grass Birder: a bird call identifier that works with no signal

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

Source: DEV Community

TutorialsOrdinary2026-10-06 12:57

Nice Out: an app that learns your kind of nice weather, then tells you to go outside

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

Source: DEV Community

TutorialsOrdinary2026-10-06 12:57

Enterprise MCP Gateway to Govern MCP Tool Access

Model access controls what an AI system can know and generate. Tool access controls what it...

Source: DEV Community

TutorialsOrdinary2026-10-06 12:32

TOOL JUDGMENT: Does an AI Know When NOT to Use a Tool?

This is a submission for the Kaggle Benchmarking Challenge This is a submission for the Kaggle...

Source: DEV Community

ProductsOrdinary2026-10-06 12:23

GLM-5.3 上线 Amazon Bedrock

GLM-5.3 已上线 Amazon Bedrock！https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-zai-glm-5-3.html

Source: X：唐杰（@jietang） · GLM

TutorialsOrdinary2026-10-06 12:19

I built a system design app that teaches why and helps you in interviews

SysDesign Studio is an open-source, interactive way to practice system design interviews. Evolve...

Source: DEV Community