Articles, Playbooks & Breakdowns

We share what we learn building real-world AI, data systems, and intelligent tools—minus the jargon, plus the how.

Data Pipeline EngineeringLLM ObservabilityAI InfrastructureCost OptimizationSelf-Hosted ToolsBest Practices

Why Most AI Companies Don't Need Real-Time Data (And What They Actually Need)

The obsession with real-time data pipelines is costing companies millions. Here's how to figure out what latency you actually need.

Primastat Team

Feb 10, 2026 · 6 min read

How to build a complete observability stack for your LLM applications without expensive third-party tools.

Primastat Team

Feb 5, 2026

Common pitfalls we see when AI companies try to build their data infrastructure, and the patterns that actually work.

Primastat Team

Jan 28, 2026

An honest comparison of popular data orchestration tools based on real project experience.

Primastat Team

Jan 20, 2026

Enterprise BI tools cost a fortune. Here's why self-hosted open-source alternatives are often the better choice.

Primastat Team

Jan 12, 2026

Stay in the loop with the latest articles, tips, and features—delivered straight to your inbox.

Response within 24 hours