Software Architecture

The Black Box Problem: Why AI-Generated Code Stops Being Maintainable

A Pattern Across Teams forming across engineering teams that adopted AI coding tools within the last 12 months. The first month is euphoric. Velocity doubles, features ship faster, stakeholders are thrilled. By month three,...

Layered Architecture for Constructing Readable, Robust, and Extensible Apps

: your code works but confidence is low, so that you hesitate to the touch it. Adding a feature means performing open-heart surgery on the appliance, modifying existing business logic reasonably than extending the...

A Deep Dive into RabbitMQ & Python’s Celery: Easy methods to Optimise Your Queues

, have worked with machine learning or large-scale data pipelines, likelihood is you’ve used some form of queueing system.  Queues let services seek advice from one another asynchronously: you send off work, don’t wait around,...

A Developer’s Guide to Constructing Scalable AI: Workflows vs Agents

I had just began experimenting with CrewAI and LangGraph, and it felt like I’d unlocked an entire latest dimension of constructing. Suddenly, I didn’t just have tools and pipelines — I had . I...

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