Systems | Development | Analytics | API | Testing

AI is driving change, and data streaming makes it possible for me to adapt.

Are you ready to get serious about load and stress testing, but don't know where to start? This guide highlights the trap most serious engineers fall into: trying to build a custom DIY testing environment. The traditional path means signing your team up for maintaining load drivers, test case frameworks, ephemeral environments, and endless custom mocks a massive drain on time and resources. There's a better, cheaper, and faster solution: Traffic Replay.

A test management solution is essential when scale and complexity make it hard to organize work and see what is happening across teams. If you run multiple projects, have many people, and conditions change often, centralizing test cases, results, defects, and requirements gives you a standard process, clear visibility, and better decisions. Smaller, well-organized teams may not need it, but in complex environments it puts order to the chaos.

As businesses grow, so does the complexity of their data. Teams often juggle multiple CRMs, finance systems, marketing platforms, and custom apps, only to end up with fragmented insights, rising costs, and frustrated stakeholders. In this webinar, Sorin Petrea, Director of Data Engineering at Keller Postman LLC, shares how his team unified data across dozens of sources, empowered 400+ users with self-service BI, and turned data into a lever for better decision-making.