Tenzaa's Tech Blog
This site is dedicated to sharing IT-related technologies.
Establishing End-to-End Encrypted Observability from a Swift Client to a Go Backend with mTLS and the ELK Stack Establishing End-to-End Encrypted Observability from a Swift Client to a Go Backend with mTLS and the ELK Stack
Our initial problem wasn’t a lack of logging. We had logs. Terabytes of them. The problem was that they were disconnecte
2023-10-27 Backend Development
Go mTLS Security Observability Swift ELK Stack PostCSS
Decoupling Synchronous NumPy Workloads from Django Using OCI Functions and API Gateway Routing Decoupling Synchronous NumPy Workloads from Django Using OCI Functions and API Gateway Routing
The performance degradation was not subtle. A core financial modeling endpoint, /api/v1/risk-analysis, built in Django R
2023-10-27 Cloud Architecture
Python Serverless API Gateway Django OCI NumPy
Implementing a Zero-Downtime ML Model Serving Architecture with Go-Kit MLflow and Docker Swarm Implementing a Zero-Downtime ML Model Serving Architecture with Go-Kit MLflow and Docker Swarm
The existing machine learning model serving infrastructure was a significant source of operational friction. Each model
2023-10-27 MLOps
Go Microservices Docker Swarm MLflow Kit
Implementing a Remote Execution Engine for Containerized Scikit-learn Jobs with a SwiftUI Client and Podman Implementing a Remote Execution Engine for Containerized Scikit-learn Jobs with a SwiftUI Client and Podman
The core operational friction wasn’t in model development itself, but in the handoff and execution cycle. Business analy
2023-10-27 MLOps
Python SwiftUI FastAPI MLOps Scikit-learn Podman Jupyter Data Warehouse
Building a Zero-Downtime Milvus Index Promotion Pipeline with MLflow and CircleCI Building a Zero-Downtime Milvus Index Promotion Pipeline with MLflow and CircleCI
The initial deployment was simple enough. A single embedding model, a single Milvus collection, and a cron job to refres
2023-10-27 MLOps
Milvus CI/CD Vector Database CircleCI MLflow Kit
Implementing a Secure Real-Time Transcription Layer over WebRTC with GraphQL Subscriptions and JWT Implementing a Secure Real-Time Transcription Layer over WebRTC with GraphQL Subscriptions and JWT
The initial technical pain point was clear: integrating real-time transcription into our multi-party WebRTC platform was
2023-10-27 Real-Time Communication
Node.js NLP JWT GraphQL WebRTC MediaSoup
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