Archives: 2023

2023

10

27

Our MLOps pipeline feedback loop was broken. A single commit to our model’s inference service, a Node.js application, tr

2023-10-27 MLOps

Azure AKS MLOps CI/CD Babel Code Review GitHub Actions

27

The core challenge wasn’t simply offloading a task. We had a performant Astro frontend that needed to trigger long-runni

2023-10-27 Architecture

Jest Astro Observability Node.js AWS SQS Integration Testing

27

The initial attempt was naive: a central Go server, WebSocket connections, and a database field acting as a lock. When a

2023-10-27 Distributed Systems

Go WebSocket React CAP Theorem CRDT

27

The transition from a monolith to microservices introduced a critical data consistency problem. A single business transa

2023-10-27 Distributed Systems

SQL Spring Framework Spinnaker Distributed & Middleware Relay

27

The transition to a microservices architecture on Azure Kubernetes Service (AKS) left our operations team flying blind.

2023-10-27 Distributed Systems

Azure AKS Observability OpenSearch Distributed & Middleware gRPC-Go Scrum

27

Our monolithic order management system was a constant source of data integrity fires. A single transaction to create an

2023-10-27 Distributed Systems

Envoy Proxy Recoil Fastify NestJS Saga Pattern