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LLM4 articles
LLM Agentic AI
Why One Brain Isn't Enough: The Power of the Multi-LLM Chain-of-Debate
Single LLMs hallucinate, show bias, and miss perspectives. Chain-of-Debate orchestrates multiple models to critique and improve each other's outputs — producing answers that no single model could reach alone.
January 20, 20265 min read
Agentic AI Production
From Vibe-Coded to Production: The Engineering Reality of AI Agents
The gap between a demo-quality AI agent and one that ships to production is enormous. Here's what actually breaks — and how to fix it.
December 21, 20255 min read
Agentic AI UX
From Chaos to Clarity: How the User-Driven Workflow Planner Makes Agentic AI Design Effortless
Agentic AI systems fail when users can't express what they want clearly. The User-Driven Workflow Planner pattern lets users define agent workflows in natural language — no code required.
October 19, 20255 min read
Agentic AI Azure
A Production-Grade Architecture for Agentic AI Systems on Microsoft Azure
A deep-dive into designing, deploying, and operating multi-agent AI systems on Microsoft Azure — covering orchestration, memory, tool integration, observability, and cost controls.
September 22, 20255 min read