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Fast by Design: High-Performance Python APIs with FastAPI, Async Patterns, and Production Deployment
Paperback
Publisher: Independently Published
Published: May 1 2026
Pages: 292
Weight: 0.78
Height: 0.73 Width: 6.00 Depth: 9.00
Language: English
Speed is not a feature.
It is a requirement.
In modern applications, APIs must handle high traffic, respond quickly, and scale without breaking. Performance issues are no longer acceptable in production systems.
Fast by Design is a practical, engineering focused guide to building high performance APIs using Python and FastAPI.
This book teaches you how to design systems that are fast from the ground up.
Why performance matters in APIs
Slow APIs lead to:
- poor user experience
- system bottlenecks
- higher infrastructure costs
- scalability limitations
With the right architecture, you can:
- handle high concurrency
- reduce latency
- improve throughput
- scale efficiently
What you will learn
- fundamentals of API design and performance
- building APIs with FastAPI
- asynchronous programming patterns
- event driven and non blocking systems
- optimizing database access
- caching strategies for speed
- load handling and scaling techniques
- testing and benchmarking APIs
- deployment and production optimization
- monitoring and performance tuning
From simple endpoints to high performance systems
Throughout the book, you will learn how to:
- design efficient API architectures
- write async code that scales
- identify and eliminate bottlenecks
- optimize performance under load
- deploy APIs to production environments
- maintain high availability systems
Each chapter focuses on real performance improvements.
Practical applications
- high traffic backend services
- SaaS APIs
- real time applications
- data processing APIs
- microservices architectures
These examples reflect real production scenarios.
Who this book is for
- backend developers
- Python engineers
- API developers
- system architects
- developers building scalable systems
If you want to build APIs that are fast, efficient, and production ready, this book provides the roadmap.
Design for speed.
Build for scale.
Deliver performance.
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