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The Architecture Mistake 90% of Playwright Projects Make And How the Top 1% Quietly Avoid it — QA Pulse by SK
Test Automation
The Architecture Mistake 90% of Playwright Projects Make And How the Top 1% Quietly Avoid it

Most Playwright test suites don’t fail because of bad selectors. They fail because of bad thinking.

Shahnawaz Khan May 13, 2026 4 min read
k6 2.0.0 Released: What Performance Engineers Must Fix NOW — QA Pulse by SK
Tool News
k6 2.0.0 Released: What Performance Engineers Must Fix NOW

k6 2.0.0 removes deprecated APIs, executors, and CLI commands. Here’s what QA engineers and SDETs must know before upgrading.

Shahnawaz Khan May 12, 2026 5 min read
Self-healing load test dashboard using k6 and AI auto-tuning thresholds for performance regressions
API Testing
The Self-Healing Load Test: How k6 + AI Auto-Tunes Thresholds & Fixes Performance Regressions

Build a self-healing load test with k6 and AI that auto-tunes thresholds and fixes regressions automatically. Real SDET implementation guide.

Shahnawaz Khan May 11, 2026 4 min read
Load testing microservices with k6 and LLM-generated AI user personas behaving like real customers
API Testing
Load Testing Microservices with AI Personas: k6 + LLM-Generated User Journeys

Load test microservices with k6 and LLM-generated AI personas that behave like real users. Replace static payloads with intelligent dynamic test data.

Shahnawaz Khan May 11, 2026 4 min read
Autonomous load pipeline with GitHub Actions Grafana k6 and GPT-5 pre-commit performance testing
Test Automation
Autonomous Load Pipelines: GitHub Actions + Grafana k6 + GPT5 Run Your Tests Before You Even Commit

Build autonomous load pipelines with GitHub Actions, Grafana k6 and GPT-5 that run performance tests before you commit. Pre-commit intelligence guide.

Shahnawaz Khan May 10, 2026 4 min read
RAG-powered performance testing diagram with k6 scripts learning from vector database API behavior
Agentic AI
RAG Powered Performance Testing: Real-Time API Behavior Feeds Your k6 Tests

RAG-powered performance testing: k6 scripts that learn from real API behavior in a vector database. Dynamic intelligent load generation for modern APIs.

Shahnawaz Khan May 9, 2026 4 min read
MCP architecture diagram showing AI agents tools and context layers for QA engineers and SDETs
AI Agents
Day 4: MCP Architecture Deep Dive

MCP Architecture deep dive — Day 4 of AI Agents for QA. How AI agents, tools and context layers actually work under…

Shahnawaz Khan May 9, 2026 4 min read
AI agents reducing automated testing time by 60 percent in a production QA engineering workflow
Test Automation
How I Reduced Testing Time by 60% Using AI Agents

How I reduced automated testing time by 60% using AI agents. The shift from automation to intelligence — real patterns from a…

Shahnawaz Khan May 9, 2026 3 min read
LangChain 0.3.86 critical path traversal security fix announcement for QA engineers and SDETs
Tool News
LangChain 0.3.86 Released: Security Fix Every AI Engineer Should Notice

LangChain 0.3.86 fixes a critical path traversal vulnerability. What QA engineers and SDETs must know — impact, upgrade steps and security checklist.

Shahnawaz Khan May 9, 2026 4 min read
Appium 2.4.2 release announcement for QA engineers and mobile test automation SDETs
Tool News
Appium 2.4.2 Released: What QA Engineers Should Know

Appium 2.4.2 is out. What the latest release means for QA engineers — new features, breaking changes, stability fixes and upgrade planning…

Shahnawaz Khan May 9, 2026 4 min read