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Articles & Insights

Thoughts, Guides & Case Studies

Exploring modern web development, architectural patterns, software design, and engineering workflows.

Featured2 min read

TanStack Query vs. SWR: Simplicity vs. Control in Modern React

Compare TanStack Query and SWR for React and Next.js. Explore code examples, mutations, bundle size, and find the right data-fetching tool for your stack.

Key Highlights
  • Eliminating useEffect boilerplate with automated revalidation and deduplication
  • SWR vs. TanStack Query: Bundle size, mental model, and developer tooling trade-offs
  • Optimistic UI updates and cache mutation patterns compared side-by-side
  • Hierarchical query invalidation using TanStack Query array keys
  • Clear recommendation criteria for Next.js and modern React applications

Topics

ReactNext.jsCode Patterns
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2 min read

Third-Party Integrations using Adapter Pattern in Django

Learn how to implement the Adapter Pattern in Django to integrate multiple payment gateways (Stripe, PayFast, JazzCash) with clean, swappable code.

💡 Decoupling Business Logic

DjangoSystem DesignCode Patterns
3 min read

The Factory Pattern in Django: Creating Objects Dynamically

Learn how to implement the Factory Pattern in Django to centralize object creation, decouple business logic, and avoid confusion with the factory_boy testing library

💡 Centralized Object Creation

DjangoSystem DesignCode Patterns
3 min read

Stop Wrapping Django ORM!

Engineers coming to Python are often familiar with a few architectural patterns. the moment they see models mixing database access with business logic and immediately feel the urge to abstract it away behind a Repository Pattern. I ask why?

DjangoSystem DesignRepository Pattern
3 min read

Thin Views, Fat Services

Learn how the Service Layer pattern replaces fat views and messy serializers in Django. Keep your business logic isolated, testable, and reusable across web endpoints, tasks, and CLI workflows

💡 What is Business Logic?

DjangoSystem Design
4 min read

Engineering Django Patterns That Scale

Buiding with Django gets you to production fast but as complexity grows, relying solely on standard views and models can lead to tangled code that is painful to test and risky to maintain.

System DesignDjango
3 min read

Zod Of Thunder!

Discover how single-source-of-truth validation, transformations, and edge parsing can eliminate runtime bugs in your web apps.

💡 What is even Zod?

TypescriptZod Schemas
4 min read

The RAG Superstack

Combining Athena, Glue, and Bedrock to give RAG apps deterministic math, not just semantic search

💡 Creating an AI-Integrated RAG