tools rather than static 3. Graph business metrics with infrastructure metrics to provide deeper context iv. Overlaying other relevant information onto our metrics 1. All production deployments should with website conversion rates up 50% b. A BRIEF HISTORY OF A/B TESTING i. Pioneered in direct response marketing ii. Early efforts required sending thousands of postcards/flyers and asking consumer or those relevant to production incidents 1. Bad pull requests – typically doesn’t have enough context for the reader, little documentation of the changes intended outcome, or explanation of the thought

environment. This guide seeks to adapt proven principles of Agile development specifically to the DoD context. More and more federal acquisition programs have begun to integrate aspects of Agile development success lie outside the control of the government program manager and his team. In the government context, Agile represents a good development approach when customizing an existing system or commercial other documentation at the portfolio-level. Programs must address requirements for Agile in the21 context of both the DoD requirements process under JCIDS and the user story management process within Agile

center in queues and making it visible, all stakeholders can more easily prioritize work in the context of global goals. ii. REDUCE BATCH SIZES1. Another key component to creating smooth and fast flow update other services. iii. Decouple from shared infrastructure – shared databases iv. Bounded context – compartmentalized and well-defined interfaces k. KEEP TEAM SIZES SMALL (THE “2-PIZZA TEAM” RULE)

understand team goals in the context of organization goals, provide feedback and guidance as early as possible ii. Awareness and involvement provides better business context for risk-based decisions

data proceeds the framework • Capture the data • Patterns emerge from the data • Provides context and awareness • Good for non-trivial domainsObvious • Cause & Effect Relationships exist

vision, that they understand the business’s intent, and that they will make decisions within the context of that intent.  How will the team determine the specific requirements—that is, determine what