26%
Prognozowany udział w pełni elektrycznych pojazdów (BEV, bez hybryd) w europejskim parku samochodowym do 2035 roku, w porównaniu z 4% w 2025 r.
BCG2035Europe
The ability to understand a system's state based on telemetry, especially logs, metrics, and traces. Facilitates diagnosing unknown issues in complex distributed applications.
Why it matters
Enables understanding of what’s happening inside a system that can’t be seen directly: logs, metrics, and request traces combine to answer the question 'why isn’t this working?'.
What's missing without it
Without observability, a complex failure becomes archaeology — symptoms are visible, but the root cause blurs across services, and diagnosis takes hours.
When it is used
In systems with multiple services and integrations; it should be built proactively, not during outages.
How we use it
Dashboard combines CPU metrics, API errors, worker logs, and request traces for audio generation.
Numbers worth knowing
Acronyms in data
88%
Meta podaje, że ponad 88% z 137 000 usuniętych reklam oszukańczych w Polsce zostało wykrytych automatycznie przed zgłoszeniem.
Meta09/2026Poland
2 500 000 000 000 USD
Prognozowane światowe wydatki na AI w 2026 roku.
Gartner2026global
Figures from the same field — collected in our market data base.