QAPulse by SK

Your weekly signal for QA, Test Automation & AI in Software Engineering.
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[QAPulse by SK @QAPulsebySK]

Prompt Injection Testing: 7 Powerful GenAI Security Secrets https://t.co/sp9VWYG8zc

#PromptInjection #GenAISecurity #AISecurity #LLMSecurity #DevSecOps #RedTeaming #AITesting #SDET #SoftwareTesting #Cybersecurity #QAPulsebySK

[QAPulse by SK @QAPulsebySK]

Joins in #MYSQL || #SQL

[QAPulse by SK @QAPulsebySK]

Playwright 1.63: 5 Best Features for Test Automation https://t.co/cY5oXglJKX

#Playwright #Playwright163 #TestAutomation #SDET #QAEngineer #SoftwareTesting #WebSocketTesting #E2ETesting #QualityEngineering #ReleaseNotes #QAPulsebySK #SQA

[QAPulse by SK @QAPulsebySK]

Testing RAG Systems: 5 Best Vector Performance Secrets https://t.co/uplZM4Zxyv

#RAGTesting #VectorDatabase #AItesting #LLMTesting #RAGTesting #LLMTesting #TestAutomation #HNSW #VectorSearch #EmbeddingPerformance #TestAutomation #AIQualityAssurance #RetrievalAugmentedGeneration

[QAPulse by SK @QAPulsebySK]

RAG from Scratch

RAG helps LLMs generate better answers using external knowledge.

☑︎ Document → Parse → Chunk → Embed → Store

☑︎ Query → Embed → Semantic Search → Retrieve

☑︎ Relevant Chunks + Query → Context
Context → LLM → Response

Bookmark this!
#AI #LLM

[QAPulse by SK @QAPulsebySK]

LangGraph for QA: 7 Powerful Autonomous Testing Agent Secrets https://t.co/veQEA2krjw

#LangGraph #AgenticAI #AITesting #TestAutomation #SDET #LLMEngineering #QAEngineer #AIAgents #SoftwareTesting #QAPulsebySK

[QAPulse by SK @QAPulsebySK]

CrewAI for QA: 7 Powerful Multi-Agent Testing Secrets https://t.co/DwOtRvSNCX

#CrewAI #AIAgent #AgenticAI #QAPulsebySK #Playwright #TestAutomation #SDET #SoftwareTesting #LLM #ChatGPT #Claude #Cursor #Google

[QAPulse by SK @QAPulsebySK]

LangGraph for QA: 7 Powerful Autonomous Testing Agent Secrets https://t.co/veQEA2krjw

#LangGraph #QAPulsebySK #Playwright #TestAutomation #SDET #SoftwareTesting #LLM #ChatGPT #Claude #Cursor #Google

[QAPulse by SK @QAPulsebySK]

What is Playwright? 7 Powerful Architecture Secrets for QA Engineers https://t.co/V3YMsm2PcG

#QAPulsebySK #Playwright #TestAutomation #SDET #SoftwareTesting #LLM #ChatGPT #Claude #Cursor #Google

[QAPulse by SK @QAPulsebySK]

10 Python Trick for Beginner ✍️

[QAPulse by SK @QAPulsebySK]

8 Types of LLMs for Next Generation AI Agents

[QAPulse by SK @QAPulsebySK]

SQL Fundamentals: What is SQL and How Databases Work

SQL Fundamentals explained from the ground up: understand databases, DBMS, tables, keys, relationships, SQL commands, query execution, and why SQL matters to SDETs.

https://t.co/lVdrph3BuB

#SQL

[Code Geek @iamcodegeek]

SQL Learning Path

[QAPulse by SK @QAPulsebySK]

Actually 👇🏻

[Gauri Tripathi @GauriTripa94282]

AI is a hierarchy—not a collection of interchangeable buzzwords.

AI → ML → Neural Networks → Deep Learning → Transformers → GenAI → LLMs → GPT → ChatGPT

Each layer builds on the previous one. Understanding this structure makes the entire AI landscape easier to navigate.

[QAPulse by SK @QAPulsebySK]

Self-Healing Test Automation: 5 Best Fallback Locator Secrets https://t.co/lOAnBWwNtZ

#QAPulsebySK #Playwright #TestAutomation #SDET #SoftwareTesting #LLM #ChatGPT #Claude #Cursor #Google

[QAPulse by SK @QAPulsebySK]

Playwright MCP Server in Python: 5 Best Setup Secrets https://t.co/MBI0WQVJ86

#Pkaywright #MCP #MCPServer #Python #SoftwareTesting #QAPulsebySK

[QAPulse by SK @QAPulsebySK]

A comprehensive SDET guide to human in the loop testing with Playwright. Learn how confidence-scored AI escalation, async approval gates, & exploratory agents blend human judgment with automated execution for enterprise-grade quality.

https://t.co/603Z5yq2J7

#HumanintheLoop #AI

[QAPulse by SK @QAPulsebySK]

THE AI STACK IS MUCH BIGGER THAN CHATBOTS. AI isn’t a single technology. It’s an evolving stack where each layer builds on the one beneath it.

[QAPulse by SK @QAPulsebySK]

The Periodic Table of Machine Learning

Machine learning is not just “supervised vs unsupervised.”
It is a full ecosystem of learning strategies, algorithms, and concepts, each solving a different kind of problem.

[QAPulse by SK @QAPulsebySK]

Playwright iframes & Shadow DOM: 5 Flawless Testing Tips https://t.co/jWEiEPyZRx

#QAPulsebySK #Playwright #TestAutomation #WebAutomation #SDET #SoftwareTesting #ShadowDOM #iFrameTesting #WebAutomation #TestAutomation #QAEngineer #E2ETesting #QualityEngineering #AutomationTesting

[QAPulse by SK @QAPulsebySK]

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