Tag: #event-driven
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 14 posts
Kafka and Event-Driven Architecture Deep Dive — Partition/ISR, Exactly-Once, Outbox, Schema Registry, Flink
Many use Kafka; few understand its internals. Partitions and Leader/ISR, Log Segment physical layout, Exactly-Once Semantics truth, Transactional Outbox, Event Sourcing vs CDC, Schema Registry, and 100ms SLA techniques.
2026-04-15 · 9 min read #kafka#event-driven#streaming#exactly-once#schema-registryServerless Architecture Patterns Complete Guide 2025: Lambda, Step Functions, Event Sourcing, Cost Optimization
Everything about Serverless patterns! Lambda design patterns (single purpose/monolithic/fan-out), Step Functions (state machines/workflows), Cold Start optimization, Provisioned Concurrency, Serverless DB (Aurora Serverl
2026-04-14 · 23 min read #serverless#lambda#step-functions#event-driven#cold-startEvent-Driven Architecture Patterns Guide 2025: CQRS, Event Sourcing, Saga Pattern
Everything about EDA patterns! Domain events, Event Sourcing (event store), CQRS (command/query separation), Saga pattern (Choreography vs Orchestration), Outbox pattern, idempotency, eventual consistency, Kafka/RabbitMQ
2026-03-24 · 22 min read #event-driven#cqrs#event-sourcing#saga-pattern#microservicesMicroservices Architecture 2025 Complete Guide: From Monolith to MSA, and Back to Modular Monolith
Everything about microservices! Monolith vs MSA vs Modular Monolith, DDD service decomposition, communication patterns (gRPC/REST/events), Service Mesh (Istio), Saga pattern, OpenTelemetry observability, and deployment s
2026-03-23 · 28 min read #microservices#monolith#modular-monolith#service-mesh#istioWebFlux + Kafka + ZooKeeper Mastery: The Complete Guide to Reactive Streaming Architecture
From Spring WebFlux reactive programming to Kafka streaming, ZooKeeper-to-KRaft migration, and SSE/WebSocket/gRPC Streaming APIs — complete developer guide for real-time data processing architecture with benchmarks, code
2026-03-22 · 36 min read #webflux#kafka#zookeeper#spring-webflux#reactive-programmingMessage Queue Showdown: Kafka vs RabbitMQ vs SQS vs Pulsar vs NATS — 2025 Decision Guide
Kafka 4.0 KRaft GA, RabbitMQ 4.2 stream filtering, Pulsar 4.1, NATS 2.11 — a complete comparison of 6 message queue systems in 2025. Architecture, benchmarks (Kafka 1M msgs/s vs RabbitMQ 50K), pricing, and Spring Boot in
2026-03-22 · 23 min read #kafka#rabbitmq#sqs#pulsar#natsAsync Processing Patterns Mastery: CQRS, Saga, Event Sourcing — Senior Backend Developer Essential Guide
Netflix processes 260M users, Uber handles petabytes of real-time data — all asynchronously. CQRS, Saga (Choreography vs Orchestration), Event Sourcing, Outbox, Idempotency, DLQ — the complete async patterns guide every
2026-03-22 · 28 min read #async#cqrs#saga-pattern#event-sourcing#event-drivenEvent-Driven Architecture Practical Guide: CQRS, Event Sourcing, Saga Patterns
Analyzes the core patterns of Event-Driven Architecture -- CQRS, Event Sourcing, and Saga -- with production code examples, and covers operational strategies and troubleshooting methods.
2026-03-14 · 26 min read #architecture#event-driven#cqrs#event-sourcing#saga-patternEvent-Driven Architecture + CQRS + Event Sourcing Practical Implementation: Distributed System Design with Kafka/RabbitMQ
Compare and analyze core patterns of Event-Driven Architecture (Pub/Sub, Event Streaming, Event Sourcing), and implement CQRS and Event Sourcing in TypeScript and Python. Covers Kafka, RabbitMQ, NATS message broker compa
2026-03-11 · 18 min read #architecture#event-driven#cqrs#event-sourcing#microservicesEvent Sourcing + CQRS Architecture Implementation Guide: From Event Store to Projections and Saga Patterns
A deep dive into Event Sourcing and CQRS architecture from a practical implementation perspective. Covers event store design, Aggregate implementation, projection and Read Model construction, distributed transaction mana
2026-03-10 · 17 min read #architecture#event-sourcing#cqrs#event-driven#domain-driven-designMicroservices Data Synchronization with the Outbox Pattern and CDC: A Practical Debezium Guide
A comprehensive guide to microservices data synchronization using the Outbox Pattern and CDC (Change Data Capture). Covers Dual Write problem analysis, Outbox table design, Debezium connector configuration, Kafka Connect
2026-03-09 · 20 min read #architecture#outbox-pattern#cdc#debezium#microservicesImplementing Distributed Transactions in Microservices with the Saga Pattern: Choreography vs Orchestration
Implement distributed transactions in microservices using the Saga pattern. We cover the differences between Choreography and Orchestration, compensating transactions, and practical implementation with Temporal — all wit
2026-03-03 · 8 min read #architecture#saga-pattern#microservices#distributed-transactions#event-drivenEvent-Driven Architecture + CQRS + Saga Pattern: A Practical MSA Design Guide
A practical design guide combining Event-Driven Architecture, CQRS (Command Query Responsibility Segregation), and the Saga pattern in an MSA environment. Includes Kafka-based implementation code, Mermaid diagrams, and a
2026-03-02 · 8 min read #architecture#event-driven#cqrs#saga-pattern#microservicesEvent-Driven Architecture Design Patterns — Kafka, CQRS, Event Sourcing Practical Guide
A hands-on guide to core Event-Driven Architecture patterns. Covers the concepts and implementation of Kafka-based messaging, CQRS, and Event Sourcing with code examples and Mermaid diagrams.
2026-03-02 · 12 min read #architecture#event-driven#kafka#cqrs#event-sourcing