Architecture

How I design systems that remain scalable, understandable and evolvable over time.

Architecture is not about choosing technologies. It is about creating systems that teams can safely evolve for years without losing speed.

Principles

Business before technology

Domain ownership

Event-driven communication

Loose coupling

Observability by default

Automation over manual work

How I Think

How I think about architecture: business process, domain, service, communication, storage, monitoring

I never start from infrastructure.

I start from business capabilities, identify bounded contexts, define ownership and only then choose implementation details.

This keeps systems aligned with real operations instead of forcing business workflows to adapt to accidental technical choices.

Architecture Patterns

Event-driven

Independent services communicate through events to reduce coupling and improve flexibility.

CQRS

Separate reads and writes to simplify scaling and optimize each side for its workload.

Background Processing

Move heavy or delayed work out of synchronous flows to keep core operations responsive.

Caching

Store frequently accessed data closer to execution paths to reduce latency and database load.

Horizontal Scaling

Design services to grow by adding capacity across instances instead of relying on single nodes.

API-first

Define service boundaries through clear contracts so integration stays predictable over time.

Idempotency

Ensure repeated operations produce safe results when retries or duplicate events happen.

Retry Strategy

Handle transient failures deliberately instead of letting unreliable dependencies break flows.

Rate Limiting

Protect critical services by controlling request volume and preserving system stability.

Decision Framework

Decision framework: problem, constraints, alternatives, trade-offs, decision, validation

Every architectural decision follows the same framework.

No technology is selected because it is trendy. Every choice solves a measurable business problem.

This keeps decisions explicit, comparable and easier to validate as the platform evolves.

Architecture Philosophy

Architecture should reduce communication cost.

Technology is replaceable. Business processes are not.

Every dependency must justify its existence.

Simple systems survive longer.

Automation beats documentation.

Reliability is a feature.

Good architecture is invisible to business, predictable for engineers, and scalable for growth.