Insights on AI agent testing, QA automation, and shipping with confidence.
Flaky tests erode trust in your test suite, waste CI minutes, and train developers to ignore failures. Here's what causes them, why they're worse than actual bugs, and how AI-based testing sidesteps the problem entirely.
Most QA tools stop at 'we found a bug.' Aiqaramba closes the loop: find it, fix it, verify the fix, and catch the next regression. Here's how three feedback loops move your product from red to green.
Aiqaramba production is a permanent QA client of Aiqaramba staging. Every feature we build gets tested by the product it's being built for. Here's how the recursive loop works, what our first campaign found, and why the product improves itself.
Error monitoring tools like Sentry catch crashes. But what about buttons that do nothing, CORS blocks, and broken workflows? We ran 25 AI agent test sessions on a real B2B SaaS with an 11-step workflow and found 19 bugs — 2 critical — that Sentry had no way of seeing.