Tenzaa's Tech Blog
This site is dedicated to sharing IT-related technologies.
A Persistent State Machine Architecture for Asynchronous OpenCV Processing with JPA and Algolia A Persistent State Machine Architecture for Asynchronous OpenCV Processing with JPA and Algolia
The initial implementation of our media asset pipeline was a single, monolithic Java controller method. An image would b
2023-10-27 System Design
OpenCV XState JPA Hibernate Algolia State Machine Asynchronous Processing
Building a Resilient Multi-Region LLM Inference Service with Dynamic Configuration Management via etcd Building a Resilient Multi-Region LLM Inference Service with Dynamic Configuration Management via etcd
The catalyst for this entire architecture was a four-hour outage. Our monolithic, single-region sentiment analysis servi
2023-10-27 Distributed Systems
etcd Python MLOps Cassandra Jotai Hugging Face Transformers
Constructing an Automated Infrastructure Remediation Engine with spaCy and Chef Constructing an Automated Infrastructure Remediation Engine with spaCy and Chef
The operational burden of processing security advisories is a significant source of toil. A new CVE is published, and th
2023-10-27 DevSecOps
NLP Automation spaCy Vue.js Chef tRPC
Implementing Full-Stack Distributed Tracing for JavaScript ISR Builds Using SkyWalking and BDD Implementing Full-Stack Distributed Tracing for JavaScript ISR Builds Using SkyWalking and BDD
The production incident started with a vague customer complaint: “The product pages are sometimes slow to load.” Our pla
2023-10-27 Observability
OpenTelemetry SkyWalking JavaScript BDD ISR Code Review
Implementing a Near-Real-Time Search Interface with React Zustand and a RabbitMQ-Driven Solr Index Implementing a Near-Real-Time Search Interface with React Zustand and a RabbitMQ-Driven Solr Index
The initial requirement appeared deceptively simple: a search interface for a product catalog. The critical constraint,
2023-10-27 System Architecture
React WebSockets Zustand Solr RabbitMQ Event-Driven Architecture
Implementing a Type-Safe Asynchronous NLP Pipeline with tRPC, Java, spaCy, and AWS SQS Implementing a Type-Safe Asynchronous NLP Pipeline with tRPC, Java, spaCy, and AWS SQS
The requirement was straightforward on the surface: provide an API endpoint that accepts a large body of text, performs
2023-10-27 Distributed Systems
Microservices AWS SQS spaCy Java tRPC Polyglot
18 / 34