Pyramids h. ENSURE TESTS RUN QUICKLY (IN PARALLEL, IF NECESSARY) i. Design tests to run in parallel ii. Enable different test categories to run in parallel iii. Generally, limit manual testing if automated Enable and Practice Continuous Integration a. Branching – Pros & Cons i. Pro – Allows work in parallel while minimizing potential breaking impacts to trunk ii. Con – Branch work, in isolation, becomes

and Operations throughout the software lifecycle, embracing a continuous monitoring approach in parallel instead of waiting to apply each skill set sequentially.  Security risks of the underlying infrastructure