51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
Constructing a Hybrid Graph and Vector Retrieval System with ArangoDB BentoML and a Ruby on Rails Orchestrator Constructing a Hybrid Graph and Vector Retrieval System with ArangoDB BentoML and a Ruby on Rails Orchestrator
Standard vector-based retrieval systems for Retrieval-Augmented Generation (RAG) pipelines often fail to capture the str
2023-10-27 Architecture
Ruby on Rails RAG ArangoDB BentoML Knowledge Graph
Constructing a CAP-Aware Blue-Green Deployment Pipeline for tRPC Services with Tekton Constructing a CAP-Aware Blue-Green Deployment Pipeline for tRPC Services with Tekton
The transition from rolling updates to a more robust deployment strategy became unavoidable. Our core user-profile servi
2023-10-27 DevOps
CI/CD Kubernetes Prettier Tekton CAP Theorem tRPC
Implementing a Secure Multi-Tenant Theming Engine via IAM-Controlled Sass Compilation in a Cloud-Native Pipeline Implementing a Secure Multi-Tenant Theming Engine via IAM-Controlled Sass Compilation in a Cloud-Native Pipeline
The initial process for deploying tenant-specific UI themes was a brittle and hazardous manual affair. For each new clie
2023-10-27 DevOps
CI/CD Kubernetes Sass/SCSS IAM Multi-tenancy Cloud Native & DevOps
Implementing a Polyglot Architecture for Real-Time Multi-Tenant Anomaly Detection Implementing a Polyglot Architecture for Real-Time Multi-Tenant Anomaly Detection
The core challenge is architecting a system capable of ingesting high-frequency time-series data from thousands of devic
2023-10-27 Architecture
TensorFlow Zustand WebSockets Ruby ArangoDB
Constructing a Minimalist, Secure SNS Event Processor with Zig, Docker, and OIDC JWT Validation Constructing a Minimalist, Secure SNS Event Processor with Zig, Docker, and OIDC JWT Validation
The operational cost of our event-processing infrastructure was becoming a line item worthy of discussion. We were runni
2023-10-27 Backend Development
AWS SNS RESTful API Docker Zig OpenID Connect (OIDC)
Implementing a Go-Based Data Pipeline Using WASM for Dynamic Routing to InfluxDB and Elasticsearch Implementing a Go-Based Data Pipeline Using WASM for Dynamic Routing to InfluxDB and Elasticsearch
Our data ingestion pipeline was becoming a bottleneck, not in terms of throughput, but in operational agility. The core
2023-10-27 Data Engineering
Go WebAssembly InfluxDB System Design Elasticsearch
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