Metrics

Are AI agents driving real value or just creating expensive busywork? We explore the growing concern over 'token inflation' and offer strategies to ensure LLM usage leads to tangible outcomes rather than just process.

Discover how to transform noisy monitoring alerts into actionable insights by focusing on user-visible metrics, smart tuning, and strategic automation. Learn to build an alert system that truly supports developers, instead of distracting them.

Measuring individual developer productivity is a common goal, but it often backfires. Discover why focusing on team-level predictability and direct communication is a more effective strategy for engineering success.

Explore Hacker News insights on self-hosted open-source observability stacks, comparing Prometheus, VictoriaMetrics, Grafana, and hybrid approaches for logs, metrics, and traces.