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== <span style="color: #FFFFFF;">Applying</span> == '''Modeling 'The CI/CD Pipeline' (The path of a single line of code):''' <syntaxhighlight lang="python"> def run_pipeline(code_change): """ Simulates the stages of a DevOps pipeline. """ stages = ["BUILD", "UNIT_TEST", "SECURITY_SCAN", "DEPLOY_TO_STAGING", "DEPLOY_TO_PROD"] for stage in stages: # Simulate a 95% success rate for each stage import random if random.random() > 0.05: print(f"STAGE: {stage} ... [PASSED]") else: return f"FAILURE at {stage}: Rolling back changes!" return "SUCCESS: Update is live for 100% of users." print(run_pipeline("Fix for Login Button")) </syntaxhighlight> ; DevOps Landmarks : '''The 'Phoenix Project'''' β The famous novel that explains DevOps principles through a story about a failing IT department. : '''Amazon's 'Every 11.6 Seconds' (2011)''' β The moment the world realized the power of DevOps: Amazon announced they were deploying new code on average every 11 seconds. : '''The DORA Metrics''' β The four key measurements (Deployment Frequency, Lead Time, Change Failure Rate, Time to Restore) used to tell if a company is "Elite" at DevOps. : '''Chaos Engineering''' β The practice of "Intentionally breaking things" (like unplugging a server) to make sure the system is resilient enough to handle it. </div> <div style="background-color: #8B4500; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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