Breaking Through High-Traffic DB Performance Limits: A Roadmap for Sharding and Distributed Transaction Design
If you have hit the performance ceiling of a single database, sharding and distributed transaction design are essential. This guide presents a distributed-system architecture roadmap you can apply immediately in high-traffic environments, c
MSA Distributed Transactions: SAGA Pattern vs. Event Sourcing (ES) Selection Guide
We examine why ACID transactions break in MSA environments and compare how the SAGA pattern and Event Sourcing (ES) actually work. We also contrast orchestration vs. choreography and give practical criteria for choosing the right architectu
Distributed Transaction Consistency in MSA: Replacing 2PC with Saga and Outbox Patterns
Maintaining ACID transactions in a microservices environment is one of the greatest challenges. This guide provides an in-depth analysis of the key patterns for ensuring data consistency in distributed systems, from the limitations of 2PC t
Ensuring Reliability in LLM-Based Workflows: Solving Distributed Transaction Problems with the Saga Pattern and Event Sourcing
This post shows how to solve the distributed transaction problems that arise when LLMs’ non-deterministic nature meets a microservices environment. Combine the Saga pattern with Event Sourcing and walk away with a practical architecture blu