51eshare's Tech Blog
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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 Secure Real-Time Vector Ingestion Pipeline Using Kafka, ChromaDB, and Istio Implementing a Secure Real-Time Vector Ingestion Pipeline Using Kafka, ChromaDB, and Istio
The core requirement was clear: build a real-time ingestion pipeline for a Retrieval-Augmented Generation (RAG) system.
2023-11-15 Cloud Native
Microservices Security Kafka ChromaDB RAG Istio
Establishing Secure Egress from Google Cloud Functions to an Istio-Enabled Kubernetes Service Mesh Establishing Secure Egress from Google Cloud Functions to an Istio-Enabled Kubernetes Service Mesh
The mandate was seemingly straightforward: build an event-driven data enrichment pipeline. A new Google Cloud Function w
2023-11-15 Cloud Native
Kubernetes esbuild Google Cloud Functions Istio GKE
Implementing a gRPC-Controlled Kubernetes Operator with Couchbase State Management on AWS EKS Implementing a gRPC-Controlled Kubernetes Operator with Couchbase State Management on AWS EKS
The operational challenge with distributed caching in a microservices environment isn’t populating the cache, but invali
2023-11-15 Cloud Native
GitHub Actions gRPC-Go AWS EKS Distributed & Middleware Couchbase
Building a Resilient RAG Ingestion Pipeline for Static Sites with Azure Service Bus, Pinecone, and Vault Building a Resilient RAG Ingestion Pipeline for Static Sites with Azure Service Bus, Pinecone, and Vault
The core technical pain point originated from a seemingly positive problem: our technical documentation, built with a St
2023-11-15 Cloud Native
HashiCorp Vault Azure Service Bus Linkerd SSG Pinecone
Automating a Resilient Serverless Visualization Pipeline with Ansible OpenFaaS and SQS on EKS Automating a Resilient Serverless Visualization Pipeline with Ansible OpenFaaS and SQS on EKS
The initial architecture was deceptively simple: a synchronous API endpoint that accepted a JSON payload, generated a mo
2023-10-27 Cloud Native
AWS EKS Matplotlib AWS SQS OpenFaaS Ansible
Implementing L7-Aware Multi-Tenancy for MLflow Using Cilium and a Relay-Powered GraphQL Gateway Implementing L7-Aware Multi-Tenancy for MLflow Using Cilium and a Relay-Powered GraphQL Gateway
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
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