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System Architecture

Python Background Tasks in 2025: Celery vs RQ vs Dramatiq Ultimate Comparison

·1588 words·8 mins
Web Development System Architecture Python Libraries Python-3-14 Celery Redis Rabbitmq Dramatiq Async-Architecture Backend-Performance
In the landscape of Python backend development, the request-response cycle is sacred. Block it, and you lose users. Whether you are building with FastAPI, Django, or Flask, offloading heavy lifting—like image processing, email dispatching, or machine learning inference—to background workers is non-negotiable.

Mastering Async Rust: Under the Hood to Production Scale

·1972 words·10 mins
Advanced Rust System Architecture Performance Rust Async Tokio Concurrency Performance Software Architecture Best Practices
As we settle into 2025, Rust has firmly established itself not just as a systems language, but as the premier choice for high-performance network services. The days of “Are we async yet?” are long gone. Today, the question isn’t whether libraries exist, but whether we are using the asynchronous model correctly to squeeze every ounce of performance out of our hardware.