Operations | Monitoring | ITSM | DevOps | Cloud

Chris Unwin - test data management with Redgate

Chris Unwin discusses the challenges of test data management and how Redgate can solve them. They highlight the difficulties in finding data, discovering PII data, and implementing protective measures like masking. They emphasize the importance of automating these processes to improve feedback cycles and speed up delivery.

AI in Embedded Systems: A Black Box You Must Learn To Control

AI isn’t predictable, it adapts, making embedded engineering even more complex. A model that works in the lab might fail in the real world. So, how do successful teams deploy AI at the edge? A/B test models in the field—controlled environments aren't enough. Collect real-world performance data—observability tools are key. AI deployment isn’t a one-and-done process. It requires constant iteration and real-world validation.

How to find and test critical dependencies with Gremlin

Part of the Gremlin Office Hours series: A monthly deep dive with Gremlin experts. Pop quiz - what are all of the dependencies your services rely on? If you’re like most engineers, you probably struggled to come up with the answer. Modern applications are complex and rely on dozens (if not hundreds) of dependencies. Many teams rely on spreadsheets, but manual processes like these break down over time. What if you had a tool that found and tracked dependencies for you?