Follow the Bunnyshell blog to learn about ephemeral environments, the latest trends in delivering software, development, staging, and production environments.
Your staging environment used to match production. Six months of manual fixes later, it doesn't. Here's what environment drift actually is, why it's nearly universal, and the structural fix that prevents it instead of just detecting it.
You don’t need a 12-18 month Backstage rollout to give developers on-demand environments. Here’s what self-service actually requires — and a real story of a team that built its own platform, then bought one instead.
Playwright agents and Mabl write and maintain your tests. They do not provision what those tests run against. Two different layers, not competing tools.
Parallel ephemeral environments need parallel test data. A shared database just moves the old staging contention problem somewhere new.
Zero QA engineers out of 300 fully trust AI-generated code. Here is what actually breaks in E2E tests, and how to catch it before merge.
Flaky tests already cost 20-30% of QA time. AI-generated code raises the odds in specific, identifiable ways — not all of which an environment fixes.
Shared staging doesn’t fail from bad luck — it fails because nobody manages it as a system. A practical framework for the move to ephemeral.
Discover the top 7 platforms for ephemeral environments in 2026, including tools like Bunnyshell, Gitpod, and Kubernetes. Automate, scale, and improve collaboration in modern development workflows.
Learn CI testing best practices that can enhance your software development process, along with key principles and benefits of adopting CI/CD pipelines.
Learn what end-to-end testing is, how it compares to UAT, when to use it, and how to implement it in Agile teams using preview environments and automation.
Learn how top engineering teams run reliable end-to-end tests in 2026 using CI/CD, automation, and preview environments for every pull request.
As we started in 2026, the adoption of preview environments in qa testing continues to reshape the software development process, boosting productivity.