Archives: 2023

2023

10

27

The team’s velocity was grinding to a halt under the weight of infrastructure complexity. Every new feature required a d

2023-10-27 Cloud Native

Kubernetes Crossplane Jotai Django Internal Developer Platform WebSockets

27

The initial deployment of our time series aggregation pipeline seemed straightforward. A Dask cluster was spun up, parti

2023-10-27 Data Engineering

Distributed Systems Python etcd Dask Time Series Fault Tolerance

27

The technical pain point was deceptive in its simplicity: our product search was failing. In our domain, a “curated prod

2023-10-27 Architecture

Vector PHP Domain-Driven Design DDD In-Memory Semantic Search

27

The operational gap was becoming untenable. Our data analytics team relied on a series of complex, multi-stage Trino que

2023-10-27 Distributed Systems

WebSockets Grafana Next.js Saga Pattern Presto / Trino

27

The initial state of our feature serving was brittle. Feature logic—data sources, transformations, default values—was em

2023-10-27 Distributed Systems

MLOps Go-Gin etcd Go Feature Store

27

The operational challenge was unambiguous: provide near real-time entity analysis over a multi-terabyte corpus of unstru

2023-10-27 Distributed Systems

HBase spaCy GCP GKE JavaScript GraphQL Client