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Additional capabilities that can be integrated into a standard CI/CD system include:
- Automated testing and static code analysis — integration of linters, testing frameworks to improve quality.
- Parallel execution of tasks — speeding up builds through parallelization.
- Notifications and reports — sending build and test results to messengers or email.
- Dynamic scaling of build agents — automatically adding resources under load.
- Integration with artifact management systems — storing and versioning builds.
- Security — vulnerability scanning, secret management.
For example, an automatic deployment stage can be added to a test server after successful tests, which will accelerate the development cycle and increase reliability.