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538 articles found

☁️ Cloud & DevOps· 5 days ago· Dev.to

What Is a Container? The OS-Level Truth Most Engineers Don't Know

"You Keep Using That Word" Dispelling Container Misconceptions at the OS Level Before we write a single line of code, we need to kill the buzzword fog. The marketing definition you have heard a hundred times: "a container is an executable unit of software with its dependencies bundled together." Tha

#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· Dev.to

A Case Study in Solving the Riddle of FrancisTRDEV

Recently, a riddle was posted by @francistrdev on 1st April on dev.to that presented a unique challenge: a multi-line poem obscured by Caesar shifts. Riddle me this DEV and MLH Community [April Fools] FrancisTRᴅᴇᴠ (っ◔◡◔)っ Apr 1 #discuss #watercooler #writing #community 40 reactions comments "Mixed-S

#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· Dev.to

Master Your Wellness: Building a Health Knowledge Graph with LLMs and Neo4j 🧬

We are living in the golden age of personal telemetry. Our watches track our heart rates, our phones log our steps, and apps record every calorie. However, most of this data sits in "silos"—disconnected tables that tell us what happened, but never why. If you've ever wondered if that late-night rame

#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· Dev.to

Yelp Dataset Challenge: Review Rating Prediction

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#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· Dev.to

How to Write CLAUDE.md Files That Actually Work (Harness Engineering #2)

Originally published at heyuan110.com This is Part 2 of the Harness Engineering series. Most CLAUDE.md files are bad — not because people don't try, but because they optimize for the wrong thing. ETH Zurich researchers tested 138 agentfiles across multiple AI coding agents. The results: Human-writte

#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· Dev.to

AI-Generated Interview Ethics: Why Disclosure Is Not Enough

The strangest thing about Esquire Singapore’s Mackenyu piece is not the sentence, “The following interview was produced with Claude, Copilot, and edited by humans.” It’s the calm, workmanlike tone of it. As if an AI‑generated interview with a living actor is just another production choice, like swap

#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· Dev.to

OpenClaw Multi-Agent Configuration: Architecture and Production Patterns

Originally published at heyuan110.com Your single OpenClaw agent worked great for two weeks. Then it started hallucinating project context into unrelated conversations, confusing coding tasks with writing tasks, and taking 15 seconds to respond because its memory index had grown to 200MB. The proble

#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· Dev.to

MCP vs Skills vs Hooks in Claude Code: Which Extension Do You Need?

Originally published at heyuan110.com Claude Code has three distinct extension mechanisms: MCP (Model Context Protocol), Skills, and Hooks. They look related on the surface, but they operate at fundamentally different layers: Hooks (bottom layer): Lifecycle event automation — "what must always happe

#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· Dev.to

Cursor Composer 2: The Kimi K2.5 Controversy and What It Means

Originally published at heyuan110.com On March 19, Cursor shipped Composer 2 with a triumphant blog post. Three days later, a developer found kimi-k2p5-rl-0317-s515-fast in the API config. That single string unraveled a story about transparency, open-source ethics, and the global nature of AI infras

#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· Dev.to

Seedance 2.0 Deep Dive: ByteDance AI Video That Tops Sora and Veo

Originally published at heyuan110.com In February 2026, ByteDance released Seedance 2.0. Within weeks, it hit #1 on the Artificial Analysis text-to-video leaderboard — beating Google Veo 3, OpenAI Sora 2, and Runway Gen-4.5 in blind human evaluation. If you are reading this from outside China, you h

#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· Dev.to

I Analyzed 500 AI Coding Mistakes and Built an ESLint Plugin to Catch Them

Here's a pattern you've probably seen: const results = items.map(async (item) => { return await fetchItem(item); }); Looks fine, right? Your AI assistant wrote it. Tests pass. Code review approves it. Then production hits, and results is an array of Promises — not the values you expected. The await

#cloud#dev.to
☁️ Cloud & DevOps· 5 days ago· AWS Blog

Amazon Bedrock Guardrails supports cross-account safeguards with centralized control and management

Organizational safeguards are now generally available in Amazon Bedrock Guardrails, enabling centralized enforcement and management of safety controls across multiple AWS accounts within an AWS Organization.

#cloud#aws-blog
☁️ Cloud & DevOps· 6 days ago· Dev.to

This Is What’s Really Hitting Your Website (Hint: Not People)

This Is What’s Really Hitting Your Website (Hint: Not People) I wanted to understand how much of our traffic was actually human, so I pulled and analyzed 48 hours of raw request logs. No filters, no analytics layer, just direct log data. Time Frame Start: 2026-03-31 10:00 UTC All requests within tha

#cloud#dev.to
☁️ Cloud & DevOps· 6 days ago· Dev.to

Claude Code .claudeignore: stop leaking secrets and node_modules into your context

Claude Code .claudeignore: stop leaking secrets and node_modules into your context If you've ever watched Claude Code read through thousands of lines of node_modules or seen it suggest changes to your .env file, you've hit one of the most overlooked configuration problems in Claude Code setups. The

#cloud#dev.to
☁️ Cloud & DevOps· 6 days ago· Dev.to

End-to-End Data Ingestion in Power BI: Connecting and Preparing Data from Multiple Sources

Introduction In modern data analytics, the quality of your insights is only as good as the data behind them. Before any visualization or reporting happens, the most critical step is data ingestion,the process of collecting data from multiple sources and preparing it for analysis. In real world scena

#cloud#dev.to
☁️ Cloud & DevOps· 6 days ago· Dev.to

The Ultimate Showdown: Rails 8 vs Phoenix LiveView

If you are a Ruby on Rails developer, you have definitely heard about Elixir and the Phoenix framework. It is almost impossible to ignore. The creator of Elixir, José Valim, was a core contributor to Rails. He built Elixir because he loved Ruby's beautiful syntax, but he wanted to fix Ruby's biggest

#cloud#dev.to
☁️ Cloud & DevOps· 6 days ago· Dev.to

How to Optimise Backend Performance: A Practical Playbook

TL;DR: Backend performance work is a loop: observe, profile, fix, verify. This post covers the full cycle. Setting up observability, identifying bottlenecks with percentile metrics, applying targeted fixes (N+1 queries, indexing, caching, async offloading), and verifying improvements against p75/p95

#cloud#dev.to
☁️ Cloud & DevOps· 6 days ago· Dev.to

Building a Cross-Platform Local-Only Password Manager with Flutter: Why We Chose Platform Security Over Cloud Storage

TL;DR We built PasswordSafeVault because cloud password managers claim "zero-knowledge" but still hold your encrypted data. Our solution: local-only storage with Flutter, using platform-specific security (iOS Keychain/Android Keystore), no cloud sync, no accounts, just your device. Cross-platform fr

#cloud#dev.to
☁️ Cloud & DevOps· 6 days ago· Dev.to

Your Go Tests Pass, But Do They Actually Test Anything? An Introduction to Mutation Testing

GitHub Copilot, Cursor, Claude Code — these tools can generate hundreds of lines of Go in seconds. But there's a problem that doesn't get enough attention: AI-generated code ships with AI-generated confidence, not correctness. Your test suite says "all green." Your coverage report says 85%. But how

#cloud#dev.to
☁️ Cloud & DevOps· 6 days ago· Dev.to

GHSA-CCGF-5RWJ-J3HV: GHSA-ccgf-5rwj-j3hv: DOM XSS via Unsafe Deserialization in TeleJSON

GHSA-ccgf-5rwj-j3hv: DOM XSS via Unsafe Deserialization in TeleJSON Vulnerability ID: GHSA-CCGF-5RWJ-J3HV CVSS Score: 5.1 Published: 2026-04-02 The telejson package prior to version 6.0.0 contains a DOM-based Cross-Site Scripting (XSS) vulnerability. The package deserializer uses an unsanitized obje

#cloud#dev.to
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