Writing
Technical writing on distributed systems, backend engineering, and the thinking behind reliable software at scale. Articles are in progress — coming soon.
Financial Systems
Designing Idempotent Payment Flows
What idempotency really means in financial systems, why it is harder than it looks, and the patterns that make it tractable in production environments.
Distributed Systems
Consistency vs. Availability: Decisions That Actually Matter
The CAP theorem is commonly cited and rarely applied correctly. A practical examination of when consistency should win, when it should yield, and how to reason about the tradeoff in concrete systems.
Kafka Consumer Group Design for Ordered Processing
Partition assignment, rebalancing, and the nuances of maintaining ordering guarantees across consumer groups in production Kafka deployments.
System Design
When Event-Driven Architecture Pays Off
Event-driven design is not universally better than request-driven. Here is how to identify the workload characteristics that make each approach the right choice.
Backend Engineering
Schema Design for High-Throughput Write Workloads
How write amplification, index overhead, and lock contention shape schema decisions when throughput is the primary constraint.
Engineering Philosophy
State Machines as a First-Class Engineering Tool
Why modeling domain logic as explicit state machines eliminates an entire class of bugs, and how to implement them without over-engineering.
All articles are currently in draft. Subscribe notifications are not yet implemented — check back or contact directly.