Testing in Production (Because Reality Doesn’t Care About Your Test Plan)

Warning symbol with circuit board background and "Don't Test in Production" text in bold letters

CI passed. Staging was green. Users still broke it. Most teams already test in production, they just call it “rolling out behind a flag” or “watching the logs closely.” This isn’t about justifying recklessness. It’s about naming what actually happens when systems outgrow certainty.

Guerrilla QA: Testing in the Real World (Not Silicon Valley)

QA professional managing multiple testing workflows on branch-level testing setup, representing guerrilla shift-left testing strategies for resource-constrained teams

Most shift-left testing advice assumes perfect CI/CD pipelines and dedicated QA teams. But what about the reality of 5 devs to 1 QA? Here’s how to make shift-left work with actual constraints, not Silicon Valley fantasy setups.

The Value of Being Agile: QA Testing in Agile Environments

Agile methodologies prioritize collaboration, iterative progress, and quick feedback, significantly impacting QA roles. QA testers contribute through continuous collaboration in sprints, participating in Scrum ceremonies, and utilizing continuous testing for immediate feedback. Best practices include early involvement, pair testing, selective automation, and tracking quality metrics, enhancing product development aligned with user needs.