Many automation tools have a mechanism for storing data used in their test scripts. Typically, the specifics of this mechanism is different across tools, making it difficult to use this data outside the tool itself. Using an external, reusable data source allows organizations to avoid the cost of migrating or duplicating existing data, thereby future-proofing their frameworks.

When it comes to testing in DevOps, more than simple regression checking can be automated. By shifting right in the lifecycle and testing in production, you can analyze the undefined, unknown, and unexpected by relying on real traffic and unpredictable test input. With shorter implementation and release cycles, testing and production come closer together.

Change is a difficult but important part of business. It can be most difficult on the employees, but if you involve them in the planning process and make an effort to understand their points of view, you can mitigate resistance and facilitate the experience for everyone. This article deals specifically with ERP implementation, but its advice is useful for any change management situation.

After fifteen years as a trusted source of configuration management information and best practices, CMCrossroads is halting its publication of weekly articles. While the current publishing model is changing, the site will remain active and will be updated regularly with relevant articles from our sister sites, StickyMinds and AgileConnection. Bob Aiello, technical editor of CMCrossroads, says thanks to our loyal readers and contributors and lets you know how you can stay connected.