Analytical Engine

PostHog has written about moving its analytics data warehouse off DuckDB. The post has drawn strong attention among developers, with discussion centering on why the team is switching database engines, the operational limits they hit, and what this means for others using DuckDB in production. Readers are weighing the trade-offs between lightweight analytics tools and more robust warehouse infrastructure at scale.

A newly released synthetic dataset simulates a fictional company called Pepperwind, containing 223 interlinked tables and roughly 79 million rows. It is aimed at developers, data engineers and analysts who need realistic but non-sensitive relational data for testing databases, building demos or practising analytics without privacy concerns.

Ashby, the recruiting software startup from Y Combinator's Winter 2019 batch, is hiring engineering managers. The San Francisco-based company, known for its applicant tracking and analytics platform, has opened engineering manager roles as it continues to scale its team. The listing has drawn attention on tech forums, where Ashby job postings typically generate interest given the company's reputation among startup engineering circles.