51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
Building a Multi-Tenant MLOps Feature Store Metadata API with Koa and PostgreSQL Building a Multi-Tenant MLOps Feature Store Metadata API with Koa and PostgreSQL
The spreadsheet was the breaking point. Multiple data science teams, each with their own feature engineering pipelines,
2023-10-27 MLOps
Node.js Architecture MLOps PostgreSQL Koa Multi-tenancy
Federating an MLOps Control Plane with Python WebAuthn and Turbopack-based Micro-frontends Federating an MLOps Control Plane with Python WebAuthn and Turbopack-based Micro-frontends
Our MLOps platform had become a victim of its own success. What started as a simple Flask dashboard for model deployment
2023-10-27 Software Architecture
Turbopack Python WebAuthn Micro-frontends MLOps
Building a High-Performance Scientific Computing API with a Zig Microservice and a Comptime-Generated Query Layer Building a High-Performance Scientific Computing API with a Zig Microservice and a Comptime-Generated Query Layer
The existing Python-based simulation service was grinding to a halt. Our core product, a Web API for running N-body part
2023-10-27 Backend Development
Performance SciPy Rollup ORM Web API Zig Systems Programming
Deploying a JWT-Secured Qdrant Service with Puppet for a Frontend Developer Platform Deploying a JWT-Secured Qdrant Service with Puppet for a Frontend Developer Platform
The developer productivity metric was in the red. A simple task, like finding the authoritative guide for setting up a l
2023-10-27 Software Architecture
Frontend JWT Puppet Qdrant Scrum
Architecting a Python-Based Message Bridge for Migrating CV Pipelines from ActiveMQ to Cloud PubSub Architecting a Python-Based Message Bridge for Migrating CV Pipelines from ActiveMQ to Cloud PubSub
The operational burden of our self-hosted ActiveMQ cluster had become untenable. It powered a critical, Python-based Com
2023-10-27 Architecture
Python ActiveMQ CV Google Cloud Pub/Sub Migration Strangler Fig
Implementing a Unified Delivery Pipeline for Mobile, PWA, and Microservices Across AWS EKS and Alibaba Cloud Implementing a Unified Delivery Pipeline for Mobile, PWA, and Microservices Across AWS EKS and Alibaba Cloud
The fragmentation of deployment pipelines is a significant source of friction in engineering organizations. Backend team
2023-10-27 DevOps
Alibaba Cloud Service Workers AWS EKS CI/CD for Mobile Kanban
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