Python Beyond Limits

?? Python Beyond Limits Mastering High-Performance Systems, Distributed Architectures, and Scalable Workflows in Python By AnwaarX Unlock the full power of Python. Whether you're scaling APIs to millions of users, building real-time systems, optimizing ML pipelines, or architecting distributed services—this book is your ultimate guide. "Python Beyond Limits" goes far beyond basic tutorials. It's a deep technical blueprint for engineers who want to build fast, scalable, production-ready systems using Python. --- ?? What's Inside: 100 expertly crafted chapters spanning: ?? Performance & Profiling Bottleneck discovery with perf, py-spy, cProfile Advanced memory control with __slots__, weakref, and GC tuning High-performance computing with NumPy, Dask, Ray, Numba, and CuPy ?? Concurrency & Async Mastery Event loops, task orchestration, and asyncio internals Scalable TCP/UDP networking Messaging with Kafka, RabbitMQ, and aiokafka Thread/process pools, shared memory, and job queues ?? Distributed Systems Architecture FastAPI at scale, gRPC, service discovery, circuit breakers Observability with OpenTelemetry, Prometheus, and Jaeger Kubernetes, Dockerfile optimization, CI/CD pipelines Rate limiting, idempotency, and API contract enforcement ?? Metaprogramming & Internals Custom descriptors, metaclasses, and AST manipulation contextvars, functools.lru_cache, collections.abc, typing. TypedDict CPython internals and runtime behavior control ?? Real-World Data & AI Systems ML model deployment with FastAPI, TensorFlow Serving, PyTorch Feature stores, MLOps, A/B testing, RL with Ray and Stable-Baselines Time series, graph databases, Elasticsearch, and financial backends --- ? Who This Book Is For: Python developers leveling up to systems and architecture design DevOps & backend engineers working on performance-critical APIs ML/AI engineers focused on real-time, scalable deployments Anyone ready to master the deep mechanics of modern Python --- ?? Why It Matters: Covers performance, architecture, async, cloud, and AI—all in one book Written with clean structure, modern patterns, and real-world examples Balances code-level insight with infrastructure-scale thinking --- ?? Python isn't slow—bad design is. Python Beyond Limits is your tactical guide to writing faster, smarter, scalable Python—the kind that powers production systems and real businesses.