The Klavity blog
Helpful, specific, no fluff.
Practical guides on AI bug reporting, persona-driven testing, and self-healing QA.
How to fix flaky end-to-end tests (and stop re-running CI)
Flaky tests are a symptom, not bad luck. Here are the five root causes — timing, shared state, network races, test order, and retry abuse — and how to fix each one for good.
How to Triage a Bug Backlog Without Losing Your Mind
A 200-bug backlog doesn't mean 200 bugs to fix — it means 200 items to sort so the five that actually matter rise to the top. Here's a repeatable triage process that keeps your backlog useful.
How AI Personas Catch Bugs Your Test Suite Misses
Automated test suites verify what you thought to test. AI personas explore what you didn't think to test — surfacing UX bugs, edge-case interactions, and assumption mismatches before real users find them.
Browser Console Errors: Signal vs. Noise in QA Triage
Not every console error is a bug. Not every bug announces itself as an error. Here's how to read console output in under two minutes and separate what matters from what doesn't.
Why Your QA Team Finds Different Bugs Than Your Real Users
QA teams are expert users who know what to avoid. Real users aren't — and the bugs they hit live in the paths your QA team never takes. Here's how to close that gap systematically.
Playwright vs. Cypress: Choosing Your Regression Test Framework
Both Playwright and Cypress catch regressions — but they make different trade-offs around speed, flakiness, cross-browser coverage, and CI cost. Here's how to pick the right one for your team.
Capturing Network Requests for Bug Reports That Get Fixed
Console logs show errors, but network requests show why they happen. Learn which requests to capture, what fields matter, and how to include them in a bug report developers can act on immediately.
How to reduce 'cannot reproduce' bug tickets for good
'Cannot reproduce' is the most expensive two words in a bug tracker. Here's why it happens — and the four kinds of state you have to capture to make it stop.
How to write a bug report developers will actually act on
A bug report gets fixed fast when it carries three things: exact steps, the environment, and evidence (screenshot + console + network). Here's the format.