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LLM

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AI robot architect replacing traditional prompt engineering with intelligent system orchestration workflows
QA & SDET
7 Brutal Reasons Prompt Engineering is Dying in 2026

Prompt engineering is evolving into AI system engineering in 2026. Learn why memory, workflows, tools, and agents are replacing standalone prompts.

Shahnawaz Khan May 21, 2026 5 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
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
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
MCP vs REST APIs vs Plugins comparison diagram for AI agent architecture in QA engineering
Agentic AI
Day 3: MCP vs REST APIs vs Plugins

MCP vs REST APIs vs Plugins — The shift from calling systems to thinking systems. Essential reading for QA engineers.

Shahnawaz Khan May 5, 2026 4 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
What is MCP?
Agentic AI
Day 1: What is MCP? 🚀

What is MCP? Day 1 of AI Agents Zero to Hero. The hidden layer behind modern AI agents — Model Context Protocol…

Shahnawaz Khan May 2, 2026 4 min read
AI Agent Integration: Connecting LLMs to Business Tools (Complete 2026 Guide) — QA Pulse by SK
AI Agents
AI Agent Integration: Connecting LLMs to Business Tools (Complete 2026 Guide)

AI agent integration with LLMs and business tools — complete 2026 guide. Architecture, security, CRM and database connections for production agents.

Shahnawaz Khan Apr 30, 2026 4 min read
Postman automation outdated comparison showing manual collections vs AI-powered API test automation
API Testing
How I Built a Postman Bot That Detects Breaking API Changes Before Deployment (Using LLM)

Build a Postman bot that detects breaking API changes before deployment using an LLM. Prevent silent failures with schema validation and AI…

Shahnawaz Khan Apr 30, 2026 4 min read