Architecting Concurrent Go Systems: A Deep Dive into CSP Channels for Production-Ready Pipelines
How Go channels actually behave under load, why CSP pipelines fail in production, and the patterns senior engineers use to make them resilient.
Posts
Implementing the Saga Pattern for Distributed Transactions in Modern Commerce Platforms
Distributed transactions in commerce platforms can’t rely on two-phase commit. This post walks through the Saga pattern, compares choreography and orchestration, and shows how to handle compensation, idempotency, and observability in production.
Inside LSM-Tree Bloom Filters: Architecture, Trade-offs, and Production Tuning
A deep dive into how Bloom filters accelerate point reads in LSM-tree engines like RocksDB and Cassandra, with the math, the trade-offs, and the levers you actually have at the tuning knob.
Designing Kafka Streams Topologies: A Deep Dive into Real-Time Stream Processing for Production
How to design Kafka Streams topologies that survive real production workloads — covering topology shapes, state store sizing, exactly-once semantics, and the failure modes that bite at scale.
Architecting Production-Ready Retrieval-Augmented Generation Systems
How to build RAG systems that survive real production traffic: chunking strategies, hybrid retrieval, vector store selection, caching, and the operational patterns teams actually ship.