51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
Implementing a GitOps-Driven MLOps Pipeline for Dynamic Mobile Model Delivery with an ISR Status Frontend Served by Caddy Implementing a GitOps-Driven MLOps Pipeline for Dynamic Mobile Model Delivery with an ISR Status Frontend Served by Caddy
The feedback loop for updating on-device machine learning models is fundamentally broken in most mobile development cycl
2023-10-27 MLOps
GitOps MLOps CI/CD for Mobile Caddy ISR Next.js
Selecting a Data Persistence Layer for a High-Throughput Collaborative PWA Backend Selecting a Data Persistence Layer for a High-Throughput Collaborative PWA Backend
The core technical challenge is designing a persistence layer for a real-time collaborative design application—a Progres
2023-10-27 Software Engineering & Architecture
Distributed & Middleware DynamoDB PWA Software Engineering & Architecture MongoDB
Implementing Client-Side Dynamic Secret Injection Using a Service Worker and a Vault-Backed API Implementing Client-Side Dynamic Secret Injection Using a Service Worker and a Vault-Backed API
The conventional approach of storing JWTs or API keys in localStorage for Single-Page Applications is a well-documented
2023-10-27 Security Architecture
Security Styled-components Service Workers Frontend HashiCorp Vault RESTful API
Building a Dynamic, Pluggable ML Model Serving Architecture Using Nomad, Keras, and Zookeeper-Driven Micro-frontends Building a Dynamic, Pluggable ML Model Serving Architecture Using Nomad, Keras, and Zookeeper-Driven Micro-frontends
The initial state was managed chaos. Our data science team, while brilliant, operated in a siloed fashion. Models existe
2023-10-27 DevOps
Zookeeper Keras Micro-frontends MLOps Nomad
Constructing a Stateful Scraping Pipeline with Python Puppeteer and Neo4j for Complex Relational Data Constructing a Stateful Scraping Pipeline with Python Puppeteer and Neo4j for Complex Relational Data
The initial requirement seemed straightforward: map the ownership and directorship structures of a portfolio of private
2023-10-27 Data Engineering
Python Neo4j Puppeteer Web Scraping Graph Database ETL
Implementing End-to-End Trace Correlation in an Asynchronous Pipeline with SkyWalking, RabbitMQ, and HBase Implementing End-to-End Trace Correlation in an Asynchronous Pipeline with SkyWalking, RabbitMQ, and HBase
The data ingestion pipeline was a black box. On a good day, it processed tens of thousands of events per second. On a ba
2023-10-27 Observability
Distributed Tracing SkyWalking Memcached RabbitMQ HBase
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