Senior
Why did you decide to write your own library?
sobes.tech AI
Answer from AI
Writing your own library may be necessary for several reasons:
- Lack of ready-made solutions: There are not always existing libraries that implement the required unique functionality specific to the problem or domain.
- Performance and optimization: Existing libraries may be insufficiently performant or have suboptimal implementations for specific use cases. Creating your own allows precise control over algorithms and data structures.
- Integration and compatibility: A common issue is the need to integrate with an existing codebase or use specific platforms/hardware for which supported third-party libraries are not available.
- Improving code quality and reducing dependencies: A custom library allows the use of team coding standards, minimizes external dependencies, which simplifies maintenance and reduces the risk of version compatibility issues.
- Learning and understanding: Developing a library provides a deep understanding of underlying principles and mechanisms.
An example scenario where it might be necessary to write your own library:
A high-performance library for parallel image processing on specific hardware (e.g., using custom IP cores on an FPGA), for which there are no ready solutions in OpenCL or CUDA.