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The Evolving Stack: My Journey into Real-Time AI

A live look at a developer’s transition from basic free-tier tools to connected, multi-agent systems.

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10 Python Patterns, Part 8: The Command Pattern in Django

10 Python Patterns, Part 8: The Command Pattern in Django

Learn how to encapsulate business actions as objects to enable audit logging, undo functionality, and cleaner service layers.

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10 Python Patterns, Part 7: The Pipeline Pattern in Django

10 Python Patterns, Part 7: The Pipeline Pattern in Django

Break down complex business processes into modular, testable stages using the Pipeline Pattern in Django.

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10 Python Patterns, Part 6: The Mapper Pattern in Django

10 Python Patterns, Part 6: The Mapper Pattern in Django

Learn how to use the Mapper Pattern to decouple your business logic from Django ORM models using Pydantic or Data Classes to build testable, enterprise-grade …

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10 Python Patterns, Part 5: The Repository Pattern in Django

10 Python Patterns, Part 5: The Repository Pattern in Django

Learn how to use the Repository Pattern in Django to isolate your database logic from business rules, making your codebase more modular, testable, and future-proof.

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10 Python Patterns, Part 4: The Event-Driven Pattern in Django

10 Python Patterns, Part 4: The Event-Driven Pattern in Django

Stop hard-coding side effects. Learn how to use the Event-Driven Pattern with Django Signals and Celery to create a decoupled, reactive architecture that scales.

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10 Python Patterns, Part 3: Builder Pattern for Big Projects

10 Python Patterns, Part 3: Builder Pattern for Big Projects

The Builder Pattern helps manage complex object creation without overloading models, views, or forms. In Django projects, it is especially useful when assembling objects from …

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10 Python Patterns, Part 2: Strategy Pattern in Django

10 Python Patterns, Part 2: Strategy Pattern in Django

This post explains how the Strategy Pattern helps Django applications avoid large conditional blocks as business logic grows. Using a practical Django example with class-based …

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10 Python Patterns, Part 1: Dependency Injection (The Right Way in Django)

10 Python Patterns, Part 1: Dependency Injection (The Right Way in Django)

This post introduces Dependency Injection as the first and most important pattern for building scalable Django applications. Using a practical, step-by-step example, it shows how …

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Connecting to Dockerized PostgreSQL: A Guide for PowerShell and Django

Connecting to Dockerized PostgreSQL: A Guide for PowerShell and Django

8 Feb 2026 Tech DevOps

Learn how to interact with a PostgreSQL database running inside Docker using PowerShell and Django's dbshell, including essential environment configurations.

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Setting Up PostgreSQL for PowerShell: A Guide to psql and dbshell on Windows

Setting Up PostgreSQL for PowerShell: A Guide to psql and dbshell on Windows

7 Feb 2026 Tech DevOps

Learn how to install PostgreSQL on Windows, configure the System Path for PowerShell compatibility, and seamlessly use psql and Django’s dbshell for database management.

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