Systems | Development | Analytics | API | Testing

Testing isn’t one-size-fits-all—it depends on your industry and tolerance for risk. Shipping updates every few seconds might work for Amazon, but is it right for your industry? On Test Case Scenario, we break down why testing strategies vary so much depending on context. For example: Banks prioritize careful testing to protect transactions and avoid costly errors. Companies like Amazon rely on razor’s-edge testing, monitoring traffic patterns to spot issues fast.

Still waiting for AI to integrate into workflows seamlessly? You’re not alone. AI still feels stuck in "fantasy land" for many teams, but progress is getting faster. 2025 could be the year we finally make AI’s potential a reality—but only if we take action now. Catch the conversation on the latest episode of Test Case Scenario to explore the real-world progress of AI and what it will take to move beyond the hype.

Helix Swarm is a free code review and collaboration tool from Perforce, makers of Helix Core, the industry-standard version control platform. How to Create a Perforce Helix Swarm Review Join Senior Solutions Engineer Jackie Garcia as she shows you how to create both pre-commit and post-commit code reviews. These reviews help streamline your coding process, making it faster, smoother, and way more efficient.

Helix Swarm is a free code review and collaboration tool from Perforce, makers of Helix Core, the industry-standard version control platform. It’s also available free in Helix Core Cloud for accounts with 3 or more users. Tour Our Popular Code Review Tool with an Expert Helix Swarm streamlines peer reviews, so the right code is reviewed by the right people, on time, improving code quality for your next release.