Archives | 51eshare

2023

10

27

The initial user complaints were consistent: “I upload a document and have to wait half a minute before I can search for

2023-10-27 Architecture

API Gateway Pulsar PWA Vector Polyrepo

27

The mandate was to architect a backend for a digital evidence management platform. The data access patterns presented an

2023-10-27 System Architecture

Solr HBase TiDB Polyglot Persistence Quarkus

27

The deployment status page on our internal developer platform was becoming a liability. It operated on a naive five-seco

2023-10-27 Platform Engineering

Go-Gin Kubernetes GitOps Argo CD Lit SSE

27

Our production models were struggling with feature-serving latency. The existing batch system, which loaded features int

2023-10-27 MLOps

Redis Vitest Kubernetes Go Database Kubeflow Go-Fiber

27

The initial proof-of-concept was a disaster. We had a single, powerful EC2 instance running a Python Flask server. A Flu

2023-10-27 Cloud Architecture

AWS Android Terraform IaC OpenCV Flutter

27

Our initial attempt at a Retrieval-Augmented Generation (RAG) feature was a performance disaster. The user experience wa

2023-10-27 Full-Stack Development

React Zustand RAG Vercel Functions Weaviate Streaming