Dhaval Shreyas
AUTHOR

Dhaval Shreyas

Co-founder & CEO

13 years building mobile infrastructure at Square, Facebook, and Instacart. Payment systems, video platforms, the works. Now building the QA platform he wished existed the whole time.

Writes about:

Engineering LeadershipScaling InfrastructureShipping at Scale
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Articles by Dhaval

Best Autify Alternatives in 2026: 6 Tools, One Real Question

Autify proved testing shouldn't require hand-written selectors. In 2026 it has company. An honest, sourced comparison of the six best Autify alternatives, and the one question that decides which fits your team.

July 2026 · 11 min read

What Is Gray Box Testing? Black Box Meets White Box

Gray box testing catches the integration bugs black box and white box testing both miss. Techniques, tradeoffs, and when to reach for it in your testing stack.

July 2026 · 8 min read

What Is a Test Plan? How to Write One (With a Template) in 2026

A test plan locks in what you'll test, who's responsible, and what 'done' means, before the work starts. What goes in one, and how to write one that doesn't go stale.

July 2026 · 11 min read

Why Code Coverage Is a Vanity Metric (and What to Measure Instead)

Coverage measures what your tests ran, not what they verified. See the research, and the four metrics that actually predict whether your tests catch bugs.

July 2026 · 10 min read

Maestro vs Appium: Which Mobile Testing Framework to Pick in 2026?

Maestro vs Appium compared on architecture, flakiness, setup speed, and platform reach, plus the locator maintenance bill neither framework removes on iOS and Android.

July 2026 · 9 min read

BrowserStack Alternatives in 2026: Why a Cheaper Grid Won't Fix Your Real Problem

Most BrowserStack alternatives just move your bill to a new vendor. We compare seven options on the axis that actually matters, the test-authoring and maintenance work no device cloud removes.

July 2026 · 14 min read

What Is Functional Testing? Types, Tools, and How to Choose in 2026

Functional testing verifies that software does what its requirements say. This guide covers a precise definition, the seven core types, how it differs from non-functional testing, and the best functional testing software in 2026.

June 2026 · 11 min read

What Is Negative Testing? Examples, Techniques, and Automation

Negative testing feeds software invalid, unexpected, and malformed input to confirm it fails gracefully instead of crashing. Here are the techniques, real examples, and how autonomous QA finds the negative paths scripted suites skip.

June 2026 · 11 min read

What Is Accessibility Testing? How It Works, Tools, and How to Automate It in 2026

Accessibility testing checks whether people with disabilities can use your product, measured against WCAG. How it works, the tools, and exactly where automation stops.

June 2026 · 11 min read

What Is Shift-Left Testing? How It Works and How to Automate It in 2026

Shift-left testing moves quality checks earlier, where bugs are cheaper to fix. Here's how it works, the four approaches, and how to automate it in 2026.

June 2026 · 10 min read

What Is Exploratory Testing? How It Works and How to Automate It in 2026

Exploratory testing is simultaneous test design, execution, and learning. How it works, when it beats scripted testing, and how AI agents now automate it.

June 2026 · 10 min read

What Is Regression Testing? Types, Techniques, and When to Run It in 2026

Regression testing re-runs tests after code changes to confirm nothing that worked before is now broken. Here are the types, techniques, when to run it, and how autonomous QA cuts the maintenance cost.

June 2026 · 12 min read

Pie vs Maestro vs Mobile Next: Which Mobile Testing Tool Should You Choose in 2026?

Maestro, Mobile Next, and Pie get lumped together as 'AI mobile testing,' but they're three different categories: an open-source framework, a BYO-agent device primitive, and a managed autonomous QA platform. Here's an honest, sourced comparison to help you evaluate which fits your team.

June 2026 · 11 min read

Mobile Regression Testing: Why Selectors Break Across Devices

Mobile tests fail because selectors can't survive device variance. Learn why self-healing tests work differently and how they eliminate the maintenance trap.

June 2026 · 7 min read

Why Mobile E2E Tests Flake (and How to Stop the Cycle)

Mobile E2E tests fail for different reasons than web tests: emulator drift, gesture timing, system dialogs, and device fragmentation. Learn why script-based fixes compound the problem and what actually stops the cycle.

May 2026 · 10 min read

Pre-Production Testing: Catch Bugs Before They Merge

Staging confirms your code runs. Pre-production testing confirms it works for users, on real flows and edge cases, before the PR merges.

May 2026 · 8 min read

How to Automate In-App Subscription Testing for iOS and Android

iOS and Android subscription flows break when test agents install outside the store. Here is the two-layer architecture that makes them testable in CI.

May 2026 · 14 min read

How to Test In-App Subscriptions on iOS and Android

The payment dialog vanishes when test agents run your app outside an official store environment. Here is the architecture that makes in-app subscription testing work in CI.

May 2026 · 14 min read

Mobile App Testing: The Complete 2026 Guide and Checklist

Mobile app testing for 2026, minus the maintenance trap. The test types that matter, a working QA process, E2E frameworks, and a 17-point release checklist.

March 2026 · 16 min read

Mobile Testing Best Practices: 10 Habits of Teams That Ship Daily

Ten mobile testing practices that hold up under daily releases, the framework decision every team faces, and the anti-patterns that quietly break your suite.

March 2026 · 16 min read

What Does a QA Engineer of the Future Look Like?

AI won't replace QA engineers who adapt. Here's the career roadmap: skills, tools, and people worth following as testing shifts from execution to strategy.

March 2026 · 12 min read

How to Fix Flaky Playwright Tests: A Complete Guide

Playwright's auto-waiting solves most timing issues. The flakiness that remains comes from patterns it can't see. Here's how to find and fix them.

March 2026 · 10 min read

Non-Deterministic Tests: What They Are and How to Fix Them

Non-deterministic tests produce different results on identical code. Six sources of non-determinism and how to eliminate each one from your test suite.

March 2026 · 9 min read

Test Isolation Strategies: From Test Code to CI Pipeline

Your tests pass alone but fail together. Here's how to fix the shared state causing a third of all test failures.

March 2026 · 9 min read

Why Your Tests Fail Randomly: 5 Root Causes of Flaky Tests

Flaky tests aren't random. Most trace back to five root causes. Here's how to detect each one and decide what to fix or delete.

March 2026 · 8 min read

How to Fix Flaky Tests in CI/CD: Detection, Quarantine, and Pipeline Hardening

Flaky tests caused 21% of Atlassian's master branch failures. Learn pipeline-specific detection, smart retry strategies, and hardening patterns that restore trust.

March 2026 · 9 min read

How to Fix Flaky Tests: Detect Them, Fix the Root Cause, Stop Making More

Flaky tests are multiplying in the AI-code era. The 2026 playbook: detect them before they block CI, fix the async, state, and order root causes, and stop generating new ones.

March 2026 · 12 min read

End-to-End Testing in 2026: Stop Rewriting Tests Every Sprint

What E2E testing is, which tools to use, and how AI-driven QA cuts maintenance by 80%. A practical guide for QA engineers who are done babysitting test suites.

February 2026 · 14 min read

Test Automation for Beginners: A Step-by-Step Guide

Learn how to start test automation from scratch. This honest guide covers tools, setup, first tests, and common pitfalls. No fluff, just actionable steps.

February 2026 · 14 min read

Test Coverage: How Much Testing Is Actually Enough?

Teams chase 100% test coverage like it guarantees quality. It doesn't. Here's a practical framework for determining the right coverage targets for your codebase.

February 2026 · 12 min read

Flaky Tests: Why They Happen and How to Actually Fix Them

46% of flaky tests fail due to resource issues, not code bugs. Learn the root causes and why common fixes like retries make things worse.

February 2026 · 14 min read

Self-Healing Test Automation: How It Works and Why Traditional Approaches Fall Short

How self-healing test automation works in 2026: the locator-healing pipeline, a worked example, when auto-healing hides real bugs, and why vision-based testing removes the maintenance instead of patching it.

February 2026 · 14 min read

Agentic AI in Test Automation: What's Real and What's Shallow

Agentic AI testing runs on planner, execution, and self-healing agents, not scripts. How it works, and how to spot shallow tests wearing the label.

January 2025 · 13 min read