65%
Odsetek ankietowanych Polaków deklarujących korzystanie z narzędzi AI według raportu „E-commerce w Polsce 2026”
IAB Polska2026Poland
An automated process covering building, testing, validating, and delivering applications. Reduces manual errors during deployments and ensures consistency across environments.
Why it matters
Automates the path from code change to a live version: tests, builds, and deployments happen automatically and identically every time. Machines catch errors before release, not users after.
What's missing without it
Without CI/CD, deployments are manual and stressful — each deployment yields different results, and bugs make it to production instead of being caught in testing.
When it is used
In every project with regular code changes; the pipeline triggers with every code change.
How we use it
Code changes go through tests, create a Docker image, and upon approval update the CMS service.
Numbers worth knowing
Acronyms in data
470 000 000 000
IDC Worldwide AI and Generative AI Spending Guide 2026 V2 prognozuje, że europejskie wydatki na AI osiągną blisko 470 mld dolarów do 2030 roku
IDC09/2026Europe
470 000 000 000
Prognozowane całkowite wydatki na AI w Europie w 2030 roku według IDC Worldwide AI and Generative AI Spending Guide 2026 V2
IDC09/2026Europe
Figures from the same field — collected in our market data base.