Kalpesh Patel
Can you trust AI-generated code? The checks that earn it
Can you trust AI-generated code? Match each way generated code fails to the review, test, scan or benchmark that catches it, plus a runnable CI gate.
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Testing & QA
Spend the testing budget by risk times escape-cost, picking tools by how each drives the browser.
Testing and QA writing from Atyantik that treats quality as a budget to allocate, not a checkbox. We show how exploratory testing surfaces a defect before it is crystallized into a stable regression check, allocate a finite testing budget by risk times escape-cost, and pick between Selenium, Cypress, and Playwright by how each drives the browser. You will also find test-case anatomy, bug triage as a decision forum, and how to choose testing tools layer by layer.
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Mithali Shrivastava
What is bug triage? How to run the triage process
Bug triage is where a team rates each defect's severity and priority and decides what to fix now, later or never. See who attends and how to run it.
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Mithali Shrivastava
Exploratory testing Rapid Reporter tool: a session-based test management guide
How the exploratory testing Rapid Reporter tool records a chartered, 90-minute SBTM session as typed notes, and how the CSV feeds a short debrief.
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Mithali Shrivastava
Heuristic evaluation and cognitive walkthrough in software testing: which to run, and how many evaluators
Heuristic evaluation and cognitive walkthrough compared: what each one finds, Nielsen's 10 heuristics, the four questions, and how many evaluators to book.
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Aatman
Risk-based testing: software testing techniques that put the hours where failure costs most
Of all software testing techniques, risk-based testing splits test hours by likelihood times impact. Score areas, run fast releases, trim regression suites.
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Aatman
AI ML in software testing: six techniques, how each one fails, and what still needs a tester
AI ML in software testing, task by task: test generation, self-healing locators, visual AI, test selection, flaky tests, and how each one fails.
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Aatman
The psychology of bugs: why defects happen and which checks catch them
The psychology of bugs, from named studies: why defects happen, the biases behind them, and the review or test practice that catches each one.
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Jaykrishna Vijayan
Cypress vs Playwright vs Selenium: choosing the right automation testing tool by how it drives the browser
Cypress vs Playwright vs Selenium, compared by how each drives the browser: a side-by-side table, default waits, Playwright's pros and cons, a first test.
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Jaykrishna Vijayan
How to write effective test cases: anatomy, reliability and a worked login example
How to write effective test cases: the template fields, what makes a case reliable, and positive, negative and boundary examples for a login form.
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Jaykrishna Vijayan
Choosing testing tools for your project, one layer of the test pyramid at a time
Choosing testing tools for your project, layer by layer: the one criterion that decides each layer, checked in the official docs, then a first test to run.
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