51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
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Architecture 35 Observability 23 Backend Development 17 Backend Architecture 15 Distributed Systems 33 Cloud Native 22 Software Architecture 15 Security 3 MLOps 17 Cloud Native & DevOps 1 DevOps 35 Data Engineering 41 Web Development 2 API Gateway 1 Mobile Development 3 Software Engineering & Architecture 1 Security Architecture 1 System Design 9 AI Engineering 2 Frontend Architecture 1 Platform Engineering 3 Build Tools 1 System Architecture 6 Real-Time Systems 1 Resilience Engineering 3 DevSecOps 1 MLOps Engineering 1 Cloud Native Security 1 Backend Engineering 2 Cloud Architecture 4 Full-Stack Development 2 Rust Engineering 1 Build Systems 1 Frontend Engineering 2 WebAssembly 1 Security Engineering 2 Cloud Security 1
Implementing a Transactional Data Ingestion Layer for CI/CD Performance Metrics Using Jenkins and InfluxDB Implementing a Transactional Data Ingestion Layer for CI/CD Performance Metrics Using Jenkins and InfluxDB
The reliability of our CI analytics pipeline was degrading. We were collecting performance metrics from our Vitest test
2023-11-15 DevOps
CI/CD Vitest ACID Jenkins InfluxDB Time Series Groovy
Automating Graph-Enhanced RAG Pipeline Deployments Using Spinnaker ArangoDB and NumPy Automating Graph-Enhanced RAG Pipeline Deployments Using Spinnaker ArangoDB and NumPy
The initial proof-of-concept for our Retrieval-Augmented Generation system worked well enough on a static dataset. A sim
2023-10-27 DevOps
CI/CD MLOps Spinnaker RAG NumPy ArangoDB
Chef-Driven Deployment of a Web Application with Dynamic mTLS and an esbuild Build Process Chef-Driven Deployment of a Web Application with Dynamic mTLS and an esbuild Build Process
Our internal security mandate was uncompromising: all service-to-service communication must use mutual TLS (mTLS), with
2023-10-27 DevOps
Chef mTLS Vault esbuild CV Automation
Orchestrating a Next.js, Computer Vision, and SQL Server Stack with a Unified Pulumi and CircleCI Pipeline Orchestrating a Next.js, Computer Vision, and SQL Server Stack with a Unified Pulumi and CircleCI Pipeline
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
Next.js CircleCI Pulumi SQL Server CV
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
Orchestrating Containerized Android Emulators on AWS EKS for Integration Testing with Vitest Orchestrating Containerized Android Emulators on AWS EKS for Integration Testing with Vitest
The shared, static pool of Android emulators had become the primary bottleneck in our CI pipeline. Contention was consta
2023-10-27 DevOps
CI/CD Vitest Kubernetes Android Go AWS EKS
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