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The RADIO framework provides a strong foundation for designing APIs and system integrations with consistency and maintainability in mind

System Integrations & API Design: The RADIO Framework The RADIO framework provides a consistent, maintainable, and scalable approach to designing APIs and system integrations. It stands for Resource-oriented, Addressable, Documentable, Idempotent, and Observable. Resource-Oriented (R) Principle Focus on nouns (resources) over verbs (actions). 1. Aspect Implementation Detail Maintainability/Consistency Impact API Endpoints Use nouns in the URI (e.g., /users, /products/{id}). Employ standard HTTP methods (GET, POST, PUT, DELETE, PATCH) for CRUD operations. Predictability: Developers easily infer endpoint purpose. Clarity: Leverages standard REST principles, separating the what (resource) from the how (action). Data Models Define stable, versioned schemas (JSON/XML) for resource representations that reflect the resource's state. Decoupling: Protects consumers from internal system changes by maintaining a stable external API contract. 2. Addressable (A) Principle Every resource ...

Whooping cough is an illness that can spread easily. It's also called pertussis

Whooping cough is an illness that can spread easily. It's also called pertussis. An infection with bacteria causes it. Many people with the illness get a serious hacking cough. Breathing in after coughing often causes a high-pitched noise that sounds like a "whoop." A case of Whooping Cough (pertussis) has been reported. Due to the nature of the illness we want to provide you with the necessary information about Whooping Cough and what steps you can take to protect your child and family. Extra advice may need to be sort if you have a newborn baby or are currently pregnant. Most students have been vaccinated against Pertussis when they were and infant. What is Whooping Cough (Pertussis) and how is it spread? Whooping Cough is a highly contagious respiratory infection caused by the Bordetella pertussis bacteria. It primarily affects the lungs and airways and can lead to severe coughing fits, especially in young children. It is spread through droplets when an infected pers...

Developing User Interfaces with GitHub Copilot

Developing User Interfaces with GitHub Copilot, Part 3 by John Miller | April 30, 2025 This post is the third installment in the series on AI assisted UI development. While this post is largely stand-alone, consider reading parts 1 and 2 before reading this post. Have AI Add a Data Visualization We've looked at using AI to create and add UI components in prior posts. In this post I'll add a data visualization to a page. This figure shows a rendered Sales Funnel Summary page before making any changes: The goal in this post is to have AI add a data visualization of the sales funnel to the page. Prompt: Using css, add a Sales Funnel graphic from the data in the detail-table. Include the total value and the average age. Don't include ‘unknown’ or ‘closed lost’. Below is the response from the Claude 3.7 Sonnet Thinking model. Begin Response I'll add a CSS-based Sales Funnel visualization between your summary table and the details table. Here's how t...

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