Testing Strategies Articles

We measured self-healing against manual test maintenance across 9 real cloud runs, then priced both arms on shared inputs to show where the break-even sits.

Himanshu Sheth

August 27, 2026

13 min read

Measured defect rates for AI-generated code range from 8% to 68% depending on what each study counted. What actually breaks, and which test gate catches it.

Saurabh Prakash

August 27, 2026

12 min read

AGENTS.md works best as a testing contract: the exact commands an agent must run, what done means, how to handle a failing suite, and what it must never touch.

Prince Dewani

August 27, 2026

5 min read

Debug E2E test failures faster: capture the right artifacts, tell a real bug from a flake, fix CI-only failures, and know when to retry or quarantine a test.

Prince Dewani

August 27, 2026

5 min read

How to scale test automation with AI: five verified strategies, the maturity roadmap from pilot to enterprise scale, and where it still needs human judgment.

Mythili Raju

August 27, 2026

5 min read

A merge gate built for agent-written pull requests: four layers, the skipped-check trap, who can bypass it, and how a real browser check fits into CI/CD.

Bhawana

August 27, 2026

5 min read

Pre-action checks for AI coding agents compared: permission modes, PreToolUse hooks, sandboxes, and branch rules, plus where each control fails in practice.

Siddhant Sinha

August 26, 2026

7 min read

A vibe coding workflow built around the three stages that actually block a merge, plus survey data on why agent-written code needs different quality gates.

Anmol Gupta

August 26, 2026

7 min read

Coding agents catch mechanical faults in their own output but miss misread requirements, because code and test share one interpretation. What closes the gap.

Samyak Goyal

August 26, 2026

7 min read

Agentic E2E testing in 30 days: baseline your riskiest journeys, author self-healing tests, gate every pull request, and cut flaky failures using real data.

Bhavya Hada

August 26, 2026

5 min read

Executable specifications turn requirements into tests your build runs. Learn how they work, how they differ from test cases, and how to write and run them.

Bhavya Hada

August 26, 2026

5 min read

12 software testing practices that catch real bugs, from risk-based planning and PR testing to AI-native authoring and the metrics that prove your tests work.

Salman Khan

August 14, 2026

5 min read

Acceptance criteria examples for 16 real user stories, each in Given/When/Then and rule format, plus how to turn every criterion into a runnable test case.

Bhawana

August 6, 2026

5 min read

A bug bash is a timeboxed session where the whole team hunts defects together. Get the agenda, roles, charters, bug report template, and triage matrix.

Harshit Paul

August 6, 2026

5 min read

Enterprise application testing explained: the core testing types, a risk-tiered strategy, common challenges, and how to validate complex business apps at scale.

Prince Dewani

July 2, 2026

5 min read

Learn when to stop testing with clear exit criteria for QA teams. Covers defect trends, coverage thresholds, Agile sprints, automation, and avoiding over-testing.

Akarshi Aggarwal

April 22, 2026

5 min read

Test cards, sandbox setup, 20+ checkout test cases, 3D Secure and PCI-DSS checks, plus how to debug flaky payment tests caused by API timeouts.

Bhawana

February 10, 2026

5 min read

Discover the power of Equivalence Partitioning and learn how this technique simplifies test case design, reduces redundancies, and enhances test coverage.

Poornima Pandey

September 5, 2025

15 min read

Remote testing can be very challenging, we have compiled a list of all the key challenges of software testing and the tricks to overcome those challenges of working remotely.

Praveen Mishra

February 21, 2025

20 min read

Discover top Python testing frameworks for 2026. Elevate your testing processes with these 11 best Python testing frameworks.

Upendra Prasad Mahto

February 5, 2025

24 min read

Learn about bug severity and priority and understand its differences, guidelines, and real-time examples. Explore insights on bug reports and more.

Nazneen Ahmad

February 20, 2024

34 min read

With the world turning upside-down amid the pandemic, remote testing teams are bound to face a tough time delivering their test cycles. This is why we are going to list 7 effective tips for remote testing teams that can help them do more!

Rahul Rana

April 30, 2020

14 min read

Managing your distributed testing team can be a tough task. Follow these 11 tips to manage your remote testing team more efficiently.

Praveen Mishra

April 14, 2020

18 min read

Avoid the 14 most common test automation mistakes that slow down QA teams. Covers flaky tests, wrong tool selection, missing coverage, and more — with fixes for each.

Harshit Paul

January 28, 2020

20 min read

Learn how to successfully implement a QA Pipeline within a CI/CD framework. Discover insights, challenges, and actionable strategies for effective QA.

Hamid Akhtar

June 24, 2019

34 min read

Cross browser testing is the practice of verifying that a website renders and behaves consistently across different browsers, since each browser interprets the same web elements differently. Chrome commands roughly 60 percent of global browser market share, followed by Safari near 15 percent and Firefox around 6 percent, making browser prioritization critical for testing strategy.

Priyal Mangla

May 16, 2019

17 min read

The pressure of working under a fast-paced Agile environment, leads to many mistakes in website testing. Here are 24 most common things that we forget to test.

Arnab Roy Chowdhury

February 14, 2019

25 min read

Streaming applications are trending more than ever, but testing streaming applications could be very tricky. This article would help you do it the right way.

Arnab Roy Chowdhury

February 6, 2019

17 min read

We often blame quantitative driven testing approach behind the reduction of quality in software testing. Are numbers alone enough to measure the quality?

Sadhvi Singh

January 31, 2019

16 min read

As a QA Lead setting goals for test department becomes very challenging yet critical at the same time. Here are some powerful tips to help you with it.

Himanshu Sheth

January 29, 2019

17 min read

Code review should not only involve developers but QAs and product managers too. Here we look into the code review best practices, ways & objective of the same.

Arnab Roy Chowdhury

January 28, 2019

20 min read

In Agile age, effective test management strategy is followed to fast-track testing in a flawless manner, resulting in timely delivery of the product.

Arnab Roy Chowdhury

December 19, 2018

10 min read

Regression testing confirms mobile web functionality still works after code changes, using entry and exit criteria, manual checks, and automated suites.

Arnab Roy Chowdhury

August 8, 2018

9 min read