Morning.dev

DEV Community • 2026-04-18 07:39

Beyond the Number: A Practical Guide to Domain Rating (with a Real Case Study from a New SaaS)

I launched Subilu.com a few months ago. Clean site, tight copy, a product that solves a real legal compliance problem for California businesses. I figured decent content plus a functional product would at least get me indexed and trickling in traffic. Google had other plans. My site was invisible. Not "buried on page 3" invisible — genuinely not showing up for anything invisible. So I went down ...

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7m read

DEV Community • 2026-04-18 07:36

Github Actions :- CI && CD

What is Github Actions ? GitHub Actions is a CI/CD tool that automates workflows like building, testing, and deploying code directly from a GitHub repository based on events such as pushes or pull requests. ⚙️ Continuous Integration (CI) Continuous Integration (CI) automatically builds and tests your code whenever you push changes to a repository, helping catch errors early. 👉 Example/Use Case: W...

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2m read

DEV Community • 2026-04-18 07:36

Building Automated Workflows for Technical Documentation Localization

Building Automated Workflows for Technical Documentation Localization If you're developing products for European markets, you've probably realized that technical documentation localization isn't optional—it's a regulatory requirement. But managing translations for multiple languages, keeping terminology consistent, and tracking changes across documentation versions can quickly become a ...

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4m read

DEV Community • 2026-04-18 07:35

🧅 Onion Architecture Explained Quickly

Modern software systems often become hard to maintain as they grow. Business logic gets mixed with UI, databases, and external services, making changes risky and expensive. This is where Onion Architecture comes in. It helps developers build applications that are clean, testable, scalable, and easier to maintain. 1) What is Onion Architecture? Onion Architecture is a software desi...

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4m read

DEV Community • 2026-04-18 07:30

Why 90% of ML Engineers Struggle in Real-World Systems

Most ML engineers don’t fail because they lack knowledge. They fail because they’re solving the wrong problem. 🚨 The Hard Truth Most ML engineers are trained to: Optimize models Improve accuracy Tune hyperparameters But real-world systems don’t fail because of bad models. They fail because of: Bad system design 🧠 The Root Problem ML education focuses on: ...

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2m read

DEV Community • 2026-04-18 07:26

AWS ChatBot

Chatbot with Amazon Bedrock Agent + Knowledge Base RAG — Ecological Laundry How we built a conversational AI assistant for an eco-friendly laundry using Amazon Bedrock Agent, Knowledge Base RAG, AWS Lambda and a 100% static landing page — without servers, without heavy frameworks, without complications. Why Amazon Bedrock Agent? Most simple chatbots only respond with generic text. A Bedrock Agent...

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8m read

DEV Community • 2026-04-18 07:26

The Multi-Model Reality: Why Enterprise AI Needs a Unified Gateway in 2026

The Problem Every AI Team Faces in 2026 You're building the next generation of AI-powered products. Your engineering team is excited. You've evaluated the models: GPT-5 from OpenAI — best for reasoning and complex tasks Claude 4.5 from Anthropic — exceptional for long-context analysis Gemini 4 Pro from Google — multimodal capabilities are unmatched Seedance — emerging challenger w...

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6m read

DEV Community • 2026-04-18 07:23

AWS Observability vs OpenTelemetry

observability After using AWS-native observability (CloudWatch/X-Ray) as my default choice for nearly a decade, I recently implemented an open-source observability stack for a greenfield project. Here's what I learned about when to use each approach. Why I Explored OpenTelemetry For the past 9 years, every AWS project I worked on used CloudWatch and X-Ray. It was automatic — spin up services, obs...

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7m read

DEV Community • 2026-04-18 07:18

Top 10 Free APIs to Build Profitable Side Projects

Top 10 Free APIs to Build Profitable Side Projects As a developer, you're constantly looking for ways to create innovative and profitable side projects. One of the best ways to do this is by leveraging free APIs. In this article, we'll explore the top 10 free APIs that you can use to build profitable side projects, along with practical steps and code examples to get you started. ...

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2m read

DEV Community • 2026-04-18 07:18

How I Passed the CKAD Exam

Kubernetes is an open source container orchestration platform used to manage microservices at scale. It abstracts containers, creates replicas for apps, provides load balancing, and helps attach volumes. It manages secrets for credentials and provides config maps for effectively injecting environment variables into containers. If you are a developer and complete beginner who would like to learn K...

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2m read

DEV Community • 2026-04-18 07:14

AI Hub Phase 8: Adding DeepInfra and Liquid AI — Now at 33 Providers

AI Hub Phase 8: Adding DeepInfra and Liquid AI — Now at 33 Providers What's New in Phase 8 Two more inference platforms join the hub, bringing the total to 33 providers: DeepInfra Endpoint: https://api.deepinfra.com/v1/openai/chat/completions Default model: meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo Why: One of the most cost-effective inference providers. ...

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1m read

DEV Community • 2026-04-18 07:14

Build the Workflow: Scrape Website to Excel - Extract Website Data in Minutes

Build the Workflow: Scrape Website to Excel (Extract Data in Minutes) This guide is a practical, implementation-focused companion to the full Clura article: https://clura.ai/blog/scrape-website-to-excel Websites hold massive amounts of structured data—product listings, business directories, job postings, pricing tables, and more. Manually copying this into Excel isn't just inefficient;...

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2m read

DEV Community • 2026-04-18 07:14

How to configure Redis for a high-traffic WooCommerce store

Scaling WooCommerce with Redis: A production-ready caching strategy When your WooCommerce store starts getting serious traffic, database queries become the bottleneck that kills performance. I've seen stores crawl to a halt during flash sales because every product view triggers multiple database hits. Redis object caching solves this, but most tutorials skip the WooCommerce-specific opt...

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3m read

Run a Weekly Threads Analytics Review From Claude (With a Custom Dashboard and Content Pillars)

DEV Community • 2026-04-18 07:08

Run a Weekly Threads Analytics Review From Claude (With a Custom Dashboard and Content Pillars)

Every Sunday I do a Threads review. I look at what performed, what flopped, and what I'll double down on next week. For a long time this meant opening five different tabs, copying numbers into a spreadsheet, and trying to spot patterns myself. Tedious work that I skipped more weeks than I'd like to admit. Now I run the whole review from a single Claude conversation. Claude pulls the data, builds ...

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10m read

DEV Community • 2026-04-18 07:06

WebRTC vs WebSocket Explained: When to Use What (A Real-World Story)

If you’re building real-time apps, you’ve probably heard of WebSocket and WebRTC. At first, they seem similar: Both enable real-time communication Both avoid constant HTTP requests Both feel “live” But in reality? They solve very different problems. Let’s break it down the simplest way possible—using a real-world story you won’t forget. The Scenario: A Remote Team Workspace Im...

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3m read

DEV Community • 2026-04-18 06:55

How to Always Reply from Your Custom Domain Email in Gmail

You’ve done the hard work. You followed the steps in the earlier post to get a free professional custom domain email, configured your routing, and now inquiries are neatly flowing into your Gmail inbox. But then, a classic mistake happens: you get a message, hit reply, fire off a quick response, and realize a second too late that the email went out from your personal @gmail.com address instead of...

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2m read

Extending a Video with Angular, Veo 3.1 Lite, Firebase Cloud Functions, and Firebase Cloud Storage

DEV Community • 2026-04-18 06:50

Extending a Video with Angular, Veo 3.1 Lite, Firebase Cloud Functions, and Firebase Cloud Storage

Google released the Veo 3.1 Lite model for AI video generation in the Gemini API, Gemini in Vertex AI, and Gemini AI Studio. This model solves a common developer pain point: generating high-quality videos quickly and at a lower cost. In this blog post, I migrate my application to use the Veo 3.1 Lite model and implement a new Firebase Cloud Function to extend a video using the GenAI TypeScript SD...

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18m read

DEV Community • 2026-04-18 06:44

Meshes

Every SaaS team builds the same integration code. Your signup event needs to reach HubSpot. Your payment failure needs to alert Salesforce. Your cancellation needs to trigger Intercom. So engineering teams write custom handlers, add retry logic, debug silent failures at 3am, and maintain it all forever — for every new destination, on every new product feature. Meshes replaces that entire layer. E...

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1m read

Broken Access Control Full Server Compromise

DEV Community • 2026-04-18 06:41

Broken Access Control Full Server Compromise

🔴 What Is Broken Access Control? Access Control defines who can do what in an application. When it breaks, a regular user can: Read another user's private data Modify or delete resources they don't own Access admin functions Escalate privileges to full server compromise According to OWASP, 94% of tested applications had some form of broken access control — making it the single most dangerous v...

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9m read

DEV Community • 2026-04-18 06:41

My 2 cents on the Spatie guidelines agent skills

I saw on Laravel-news a post about Spatie guidelines. Because other peoples guidelines are always a chance to learn something new, I thought it would be fun to read through them and provide comments. I'm going to focus on the PHP/Laravel guidelines. The PHP agent skill is split up in two files where most of the information in SKILL.md is repeated in spatie-laravel-php-guidelines.md. This seem...

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4m read