Archives: 2023/10

2023

10

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 Cilium eBPF

27

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

2023-10-27 DevSecOps

Serverless GitLab CI/CD 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 Alibaba Cloud Vitest Buildah DevSecOps Container

27

The initial state of our deployment process was a liability. A developer pushing a change to our CV analysis platform wo

2023-10-27 DevOps

Pulumi Next.js CircleCI SQL Server CV

27

Our real-time analytics pipeline was hitting a wall. The core of the system, a Java application consuming from Kafka, wa

2023-10-27 Data Engineering

Rust DynamoDB ClickHouse WebAssembly Java UDF