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AI Testing

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Self-Healing Test Automation Fallback Locator Architecture
AI & Agentic Engineering
Self-Healing Test Automation: 5 Best Fallback Locator Secrets

A comprehensive SDET guide to self-healing test automation. Learn how multi-tier fallback matrices, Playwright proxy interceptors, and AST code patching eliminate 90%…

Shahnawaz Khan Sep 2, 2026 16 min read
Playwright MCP Server in Python Architecture Workflow
AI & Agentic Engineering
Playwright MCP Server in Python: 5 Best Setup Secrets

A comprehensive SDET guide to building a Playwright MCP server in Python. Learn how FastMCP, async Playwright, and Model Context Protocol empower…

Shahnawaz Khan Sep 1, 2026 18 min read
Claude agentic workflow architecture tools verification AI automation
AI & Agentic Engineering
Agentic Workflows Claude: 7 Powerful Patterns for AI Automation

Learn how agentic workflows with Claude work, how to design tool-using AI systems, and how SDETs can build reliable workflows with verification,…

Shahnawaz Khan Aug 23, 2026 20 min read
What is QA engineering modern software quality testing automation and CI CD
Test Automation
What is QA Engineering? A Practical Guide to Modern Software Quality

What is QA engineering? It is the engineering discipline of building reliable systems for preventing, detecting, measuring, and continuously improving software quality…

Shahnawaz Khan Aug 17, 2026 27 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
QA to AI Engineer Roadmap
AI in Testing & QA
From QA to AI Engineer: 7 Proven Steps for a Powerful Career Shift (Complete Guide)

The transition from QA to AI Engineer does not require starting your career over. Learn how automation, APIs, CI/CD, testing, and debugging…

Shahnawaz Khan Aug 16, 2026 28 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
AI Red Team Testing enterprise AI security and adversarial QA strategy
AI in Testing & QA
AI Red Team Testing: Building Adversarial Test Suites for Enterprise AI Systems

AI Red Team Testing helps QA Engineers uncover prompt injection, data leakage, RAG attacks, tool abuse, and AI security risks before production.

Shahnawaz Khan Aug 7, 2026 48 min read
RAG Testing Strategy architecture showing retrieval validation, hallucination detection, grounding verification, AI evaluation metrics, code examples, and enterprise QA workflow
AI & Agentic Engineering
RAG Testing Strategy: 10 Essential Validation Techniques Every QA Engineer Must Master in 2026

RAG Testing Strategy is becoming an essential skill for QA Engineers, SDETs, and AI Test Engineers. This comprehensive guide covers retrieval accuracy,…

Shahnawaz Khan Aug 6, 2026 20 min read
Node.js 26.7.0 Released highlighting Test Runner coverage improvements, Perfetto tracing, crypto updates, security enhancements, and QA guidance
Tool News
Node.js 26.7.0 Released: Test Runner, Crypto & Performance Updates

Node.js 26.7.0 Released delivers new Test Runner coverage capabilities, built-in Perfetto support, stronger cryptographic features, updated root certificates, and module lifecycle improvements.…

Shahnawaz Khan Aug 6, 2026 16 min read