Alexandre Boudnik liked this
Reality vs. claims related to CI/CD (continuous integration – continuous deployment). Every 11.7 sec vs. quarterly! The difference is 7,884,000 sec vs 12 sec between new releases, or 657,000 times more deployments for the leaders 🚀.
The frequency of CI/CD (Continuous Integration and Continuous Deployment) releases in real-world scenarios depends on the company’s infrastructure, team size, and regulatory constraints. While many companies claim they “release continuously,” the actual numbers vary:
1. Big Tech & Cloud-Native Companies (Amazon, Google, Netflix, Facebook, etc.)
• Multiple releases per day—Amazon, for instance, deploys every 11.7 seconds on average.
• Google releases thousands of times per day across services.
• Facebook deploys twice daily, with additional hotfixes.
2. Banks & Fintech (e.g., Capital One, BoA)
• Typically release every two weeks due to strict compliance and security.
• Some backend services may deploy multiple times daily, while front-end apps (e.g., mobile banking) follow a more traditional weekly or biweekly cycle.
3. Enterprise Software & SaaS (Salesforce, Atlassian, etc.)
• Weekly or biweekly releases for major features.
• Some components are deployed multiple times daily (e.g., bug fixes, small updates).
• Feature flags allow new functionalities to be toggled on/off without full deployments.
4. Regulated Industries (Healthcare, Government)
• Monthly or quarterly releases due to compliance restrictions.
• CI/CD is used internally, but final deployments often require extensive testing and approval.
5. Startups & Agile Teams
• Daily to weekly deployments, depending on their DevOps maturity.
• Continuous Delivery (CD) ensures all code is always in a deployable state, but not always auto-deployed (Continuous Deployment).
Reality vs. Hype
• Most companies claim “daily releases” but mean daily merges into main branches, not full production deployments.
• True Continuous Deployment (automatic deployment of every change) is rare outside of cloud-first companies. 🚀
• Feature flags, canary releases, and blue-green deployments allow safe incremental releases even in CI/CD environments. ⛅