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Agentic AI

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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
MCP architecture diagram showing AI agents tools and context layers for QA engineers and SDETs
Agentic AI
Day 4: MCP Architecture Deep Dive

MCP Architecture deep dive — How AI agents, tools and context layers actually work under the hood. For QA engineers and SDETs.

Shahnawaz Khan May 9, 2026 5 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
Vector database latency impact on AI-driven test optimization in the Agentic QA stack diagram
Agentic AI
How Vector DB Latency Impacts AI-Driven Test Optimization in the Agentic QA Stack

How vector database latency impacts AI-driven test optimization in the Agentic QA stack. Why a slow vector store makes your LLM test…

Shahnawaz Khan May 7, 2026 5 min read
Memory system for AI testing agent using LangChain preventing context loss between test runs
Test Automation
Build a Memory System for Your AI Testing Agent (So It Stops Forgetting Everything)

Build a persistent memory system for your AI testing agent using LangChain so it stops forgetting context between runs. Full implementation guide.

Shahnawaz Khan May 4, 2026 3 min read
MCP Day 2 real-world use cases for AI agents in QA automation DevOps and developer assistants
Agentic AI
Day 2: Why MCP Matters for AI Agents

Why MCP matters for AI agents — Day 2. Four real-world use cases of Model Context Protocol in QA automation, DevOps and…

Shahnawaz Khan May 2, 2026 4 min read