Insights
Notes on testing, quality, and shipping reliable software
Practical articles on software testing, automation, and QA process.
Testing AI Agents: Tool Calls, Actions, and Regressions
What to validate when an AI agent can take actions: tool selection, argument accuracy, failure recovery, and regression testing after model updates.
How to Test AI Chatbots and Conversational Flows
A practical checklist for testing chatbots and conversational AI: intents, context retention, fallbacks, edge cases, and regression after prompt changes.
Why AI Features Need Dedicated Testing
Traditional QA alone is not enough for chatbots, LLM workflows, and AI agents. Here is what breaks differently and what testing should cover.
Common Software Bugs - and How QA Catches Them Before Users Do
A look at the categories of bugs that show up again and again across products, and the QA practices that catch each one before release.
Choosing the Right Staff Augmentation Partner
How to decide when staff augmentation makes sense, what to evaluate in a provider, and how to keep augmented QA or engineering talent productive.
Designing Effective Load Test Cases
Good load testing starts with identifying the business transactions that actually matter - here's a practical approach to designing test cases that produce useful results.
Software Testing in Agile Teams
Agile development changes when and how testing happens. Here's how QA fits into sprint planning, daily standups, and continuous delivery without becoming a bottleneck.
The Role of Software Testing in Quality
Why software testing matters in the development lifecycle, the main testing types teams rely on, and practical habits that keep quality consistent.
Why Test Automation Matters (And When It Doesn't)
Test automation can shrink regression cycles and catch bugs earlier - but only when it's applied to the right test cases. Here's how to think about the trade-off.
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