Browse past weeks of engineering reads.
Spotify's podcast video ingestion pipeline experienced reliability issues that degraded the experience for podcast creators over a two-month period.
Scaling developer productivity and experience when coding is no longer the primary bottleneck, requiring infrastructure and tooling that enable both human teams and AI agents to work effectively.
Efficiently evaluating and validating LLM-generated outputs at scale during experimentation without manual review bottlenecks.
Spotify needed to migrate thousands of downstream datasets when source datasets changed structure, without manually updating each consumer application.