Kestral
Fast data retrieval for backend services
- Year
- 2024
- Role
- Backend Engineer
Overview
Kestral explores speed, clarity, and maintainable backend abstractions.
A lightweight systems project focused on fast data retrieval and clean abstractions for reliable backends.
Problem
Backend services often pay repeated latency costs for data access patterns that are predictable but poorly abstracted.
Approach
Designed Kestral around small, composable retrieval primitives with clear boundaries so teams can optimize hot paths without rewriting entire services.
Highlights
- Fast retrieval layer with minimal abstraction overhead
- API-first design for backend service integration
- Clear module boundaries for long-term maintainability
- Benchmark-driven iteration on read-path performance
Stack
SystemsBackendAPI Design