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Quality Engineering

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AutoGen AI agents and multi-agent architecture for building intelligent AI applications
AI Developer Tools
What is AutoGen and Why Multi-Agent AI Changes Everything

AutoGen is a framework for building AI-agent applications and multi-agent systems. Learn what AutoGen is, how AI agents work, why multiple agents…

Shahnawaz Khan Aug 8, 2026 64 min read
Claude Code agentic coding workflow with AI coding agent, repository analysis, testing, debugging and code review
AI Developer Tools
Claude Code Agentic Coding: Advanced Agentic Coding Workflows for Real-World Projects

Claude Code is evolving beyond code generation into agentic software engineering. Learn how to build controlled workflows for repository exploration, planning, implementation,…

Shahnawaz Khan Aug 8, 2026 40 min read
MCP Elicitation workflow showing user input, validation, authorization, and AI agent Tool execution
AI & Agentic Engineering
MCP Client Capabilities Explained: Roots, Sampling, Elicitation and Experimental Features

MCP Elicitation enables safer AI agents by requesting user input, validating decisions, and controlling high-impact MCP actions.

Shahnawaz Khan Aug 8, 2026 48 min read
LangGraph Reducers for state management in AI workflows
AI Developer Tools
LangGraph Reducers: The Powerful Foundation for Managing State in Complex AI Workflows

LangGraph Reducers provide a powerful way to control how state updates are combined inside complex AI workflows. Learn how reducers support parallel…

Shahnawaz Khan Aug 7, 2026 54 min read
LangGraph Retry Policies for reliable AI workflows
AI Developer Tools
LangGraph Retry Policies: Building Resilient AI Workflows That Recover Automatically

Learn LangGraph Retry Policies with practical Python examples, retry strategies, exponential backoff, jitter, error handling, idempotency, and production-ready AI workflow patterns.

Shahnawaz Khan Aug 7, 2026 43 min read
CrewAI 1.15.12 Released highlighting URLReadTool, unified CLI project creation, metadata improvements, enhanced diagnostics, and QA guidance
Tool News
CrewAI 1.15.12 Update: New Features, URLReadTool, CLI, Bug Fixes & Upgrade Guide

CrewAI 1.15.12 Released introduces the new URLReadTool, unified project scaffolding with crewai create, richer application metadata, improved diagnostics, and documentation updates. Learn…

Shahnawaz Khan Aug 6, 2026 16 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
CrewAI 1.15.11 Released highlighting telemetry improvements, IBM Db2 Search Tool, enterprise features, security updates, and QA guidance
Tool News
CrewAI 1.15.11 Released: Telemetry, Security & IBM Db2 Updates

CrewAI 1.15.11 Released introduces improved telemetry, enterprise project tracking, IBM Db2 Search Tool support, security dependency updates, and better debugging. Discover what…

Shahnawaz Khan Aug 6, 2026 15 min read
n8n 2.33.4 Released showing task broker resilience, task runner recovery, AI Assistant improvements, and upgrade guidance for QA Engineers
Tool News
n8n 2.33.4 Released: Improved Task Runner Reliability & AI Fixes

n8n 2.33.4 Released delivers important reliability improvements for workflow execution, including stronger task broker resilience, automatic recovery of unresponsive task runners, and…

Shahnawaz Khan Aug 6, 2026 16 min read
Docker Compose 5.4.0 Released showing resource reconciliation, volume and network lifecycle improvements, bug fixes, and upgrade guidance for QA Engineers
Tool News
Docker Compose 5.4.0 Released: New Reconciliation Engine Explained

Docker Compose 5.4.0 Released brings a smarter resource reconciliation model for volumes and networks, along with multiple reliability, configuration, and runtime fixes.…

Shahnawaz Khan Aug 5, 2026 16 min read