If you have to replace a complex existing data system in production, decisions about when and whether to go live should be treated with gravity and care. One process that can help keep you honest is developing checklists that describe very clearly what is expected to be accomplished and verified at each milestone.

When an organization grows quickly, it puts stress on people, processes, and customers. Burnout happens, things fall through the cracks, and defects creep in. Unfortunately, many organizations try to scale agile too quickly, and that often leads to failure. Here are three of the telltale signs you're scaling too fast.

A culture of continuous improvement means you are open to improving how you build and deliver. You don't accept the status quo; you choose how to work and feel empowered to change it if it no longer makes sense. Kevin Goldsmith gives some ideas for frameworks to adopt in order to move toward this people-first culture.