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QA Engineers

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253 Articles
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What is Playwright explained through a browser automation testing workflow for QA engineers
Test Automation
What is Playwright? A Powerful Guide to Modern Web Testing and QA Engineers

What is Playwright? This guide explains Playwright from a QA engineering perspective, including its architecture, browser automation capabilities, advantages, limitations, and comparison…

Shahnawaz Khan Aug 17, 2026 28 min read
QA engineer portfolio showing Playwright API performance AI mobile testing and observability projects
Engineering & Career
QA Engineer Portfolio: 7 Powerful Projects That Get Interviews in 2026

A strong QA Engineer Portfolio should prove engineering ability rather than simply list tools. Explore seven practical projects that demonstrate automation, API…

Shahnawaz Khan Aug 17, 2026 28 min read
Graph testing behavioral states and transitions compared with linear test automation for QA
AI in Testing & QA
Graph Testing: The Critical QA Layer After Loop-Based Test Automation

Traditional test automation validates individual scenarios, but complex systems require more than isolated scripts. Graph testing adds a behavioral layer that models…

Shahnawaz Khan Aug 17, 2026 40 min read
Test Automation Framework Warning Signs
Test Automation
Test Automation Framework Health: 9 Signs Your Tests Are Lying to You

Your test automation framework may look mature because it has hundreds of tests, reports, CI pipelines, and sophisticated utilities. But test count…

Shahnawaz Khan Aug 16, 2026 29 min read
PostgreSQL 6.3 SQL Security and Concurrency Changes
Tool News
PostgreSQL 6.3: The Release That Changed SQL, Connectivity, and Security

PostgreSQL 6.3 was a historically important release that expanded SQL capabilities, strengthened authentication and permissions, introduced real deadlock detection, and improved client/server…

Shahnawaz Khan Aug 15, 2026 23 min read
LangChain 1.5.5 Reliability Fixes
Tool News
LangChain 1.5.5: The Patch Release That Hardens Tool Calling, Async Workflows, and LLM Reliability

LangChain 1.5.5 focuses on reliability rather than flashy new features, addressing tool validation, async behavior, chunk merging, caching, and malformed content handling.…

Shahnawaz Khan Aug 15, 2026 24 min read
Claude Code 2.1.233 GitLab and MCP workflow
Tool News
Claude Code v2.1.233: GitLab MRs, Safer Builds, Smarter Sessions and MCP Fixes

Claude Code 2.1.233 focuses on making AI-assisted development more reliable and controllable, introducing GitLab merge-request support, Linux memory limits, MCP connection fixes,…

Shahnawaz Khan Aug 15, 2026 29 min read
Scikit-learn 1.9.0 Release Changes
Tool News
Scikit-learn v1.9.0: DataFrame Interoperability Gets a New Foundation

Scikit-learn 1.9.0 introduces Narwhals for improved dataframe interoperability and supports Python 3.11–3.14. Learn what changed, how to test compatibility, and how to…

Shahnawaz Khan Aug 15, 2026 20 min read
GraphQL 17.0.2 Schema Change Guide
Tool News
GraphQL v17.0.2: A Small Release With a Big Schema-Compatibility Lesson

GraphQL 17.0.2 is a small but meaningful patch release for GraphQL.js. The release fixes detection of default-value changes on input object fields…

Shahnawaz Khan Aug 15, 2026 19 min read
PyTorch 2.13.0 AI Workload Changes
Tool News
PyTorch v2.13.0: FlexAttention, FSDP2, and the New AI Performance Stack

PyTorch 2.13.0 introduces major changes across FlexAttention, distributed training, memory efficiency, deterministic computation, and Python 3.15 support. This guide explains what the…

Shahnawaz Khan Aug 15, 2026 20 min read