Archives: 2023/10

2023

10

27

The core problem wasn’t a complex algorithm, but a simple, brutal mismatch of throughput. We had a sentence-transformer

2023-10-27 Architecture

Performance Microservices Go-Gin Hugging Face Transformers Docker Swarm

27

The initial system bottleneck was a Phoenix controller action that timed out. Users uploaded multi-gigabyte CSV files fo

2023-10-27 System Design

AWS SQS Sentry Pandas Phoenix Rust

27

Our primary product catalog, a critical asset, resides in a well-structured MariaDB instance. While excellent for transa

2023-10-27 Data Engineering

CDC Debezium Kafka Memcached Weaviate Jupyter MariaDB

27

The initial system design for our industrial equipment monitoring platform was straightforward and ultimately, naive. A

2023-10-27 Data Engineering

MLOps TimescaleDB Keras Time Series C# .NET

27

The initial Python prototype for our Retrieval-Augmented Generation (RAG) system hit a performance wall. A simple vector

2023-10-27 Data Engineering

Milvus Dgraph Couchbase Rust esbuild

27

A high-frequency C++ application began exhibiting sporadic but critical message processing delays. The application commu

2023-10-27 Observability

eBPF Seaborn C++ ActiveMQ Performance Engineering BCC