Archives | 51eshare

2023

10

27

Our core transaction processing system began exhibiting a pattern of intermittent, silent failures. Traditional monitori

2023-10-27 Architecture

MyBatis TensorFlow Material-UI JWT Gatsby

27

Our centralized MLflow Tracking Server became a victim of its own success. Initially a tool for a small data science tea

2023-10-27 Cloud Native

Relay Kubernetes GraphQL MLflow eBPF Cilium

27

The standard k-Nearest Neighbor (k-NN) search against a vector database provides a powerful baseline for retrieval-augme

2023-10-27 Backend Development

Microservices SciPy gRPC Go Zustand OpenSearch RAG

27

The technical pain point was sharp and recurring: managing credentials for a fleet of serverless functions. Storing long

2023-10-27 DevSecOps

GitLab CI/CD Serverless HashiCorp Vault GitHub Valtio

27

Our machine learning model deployment pipeline was brittle. Every time a data scientist trained a superior model, promot

2023-10-27 MLOps

NestJS APISIX etcd MLflow Google Cloud Functions

27

The transition from a simple Docker-in-Docker CI setup to a production-grade, secure software factory is fraught with no

2023-10-27 Cloud Native

CI/CD Vitest Alibaba Cloud Buildah DevSecOps Container