Category: Software Architecture
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The Black Box Problem: Why AI-Generated Code Stops Being Maintainable
The Black Box Problem: Why AI-Generated Code Stops Being Maintainable Same notification system, two architectures. Unstructured generation couples everything into a single module. Structured generation decomposes into independent components with explicit, one-directional dependencies. Image by the author The post The Black Box Problem: Why AI-Generated Code Stops Being Maintainable appeared first on Towards Data Science.…
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Layered Architecture for Building Readable, Robust, and Extensible Apps
Layered Architecture for Building Readable, Robust, and Extensible Apps If adding a feature feels like open-heart surgery on your codebase, the problem isn’t bugs, it’s structure. This article shows how better architecture reduces risk, speeds up change, and keeps teams moving. The post Layered Architecture for Building Readable, Robust, and Extensible Apps appeared first on…
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A Deep Dive into RabbitMQ & Python’s Celery: How to Optimise Your Queues
A Deep Dive into RabbitMQ & Python’s Celery: How to Optimise Your Queues Key lessons I’ve learned running RabbitMQ + Celery in production The post A Deep Dive into RabbitMQ & Python’s Celery: How to Optimise Your Queues appeared first on Towards Data Science. Clara Chong Go to original source
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A Developer’s Guide to Building Scalable AI: Workflows vs Agents
A Developer’s Guide to Building Scalable AI: Workflows vs Agents A practical guide to choosing between AI agents and workflows for production systems, covering the hidden costs, architectural trade-offs, and decision framework that can save you thousands in deployment mistakes. Includes real-world examples and a scoring system to determine which approach fits your specific use…