Abstractions in System Design

Abstractions in System Design - Building Modular Systems

Understanding abstractions in system design covering abstraction layers, APIs, interfaces, and how they help manage complexity in distributed systems.

October 27, 2022 · 3 min · 593 words · Eakan Gopalakrishnan
SLO-driven architecture diagram showing reliability metrics integrated from design to deployment

Shift Reliability Left: Use SLOs to Guide Architecture Early

Reliability planning is most effective when it starts during design, not shortly before release. This post focuses on how Service Level Objectives (SLOs) and Service Level Indicators (SLIs) can be used early in the SDLC to guide architecture and delivery choices. Remind me what they are again SLI - Service Level Indicator A quantitative metric for a service’s performance, as experienced by the user of the service. It is a measure of a property of the service that is a good proxy for your user experience. ...

December 4, 2025 · 5 min · 903 words · eakangk