Author: Dheeraj Arremsetty
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The Future of Software Engineering: From Prompting Agents to Designing Loops
*Understanding the paradigm shift that’s transforming how elite engineers build software with AI* — Table of Contents 1. Introduction: The Weekend That Changed Everything 2. The Fundamental Shift 3. What is a Loop? 4. The Five Components of Every Agent Loop 5. Three Types of Triggers 6. Why Loop Engineering Matters 7. Common Patterns and…
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Building Production-Ready Watsonx Orchestrate Agents in Hours, Not Days: My Journey with Bob AI
Introduction What if I told you that building a sophisticated multi-agent system on IBM watsonx Orchestrate—complete with 10 custom web crawling tools, 4 intelligent agents, and production-ready deployment scripts—could be done in under 50 minutes instead of several days? That’s exactly what I experienced using Bob, an AI coding assistant that doesn’t just write code—it…
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Creating Avatar Videos at Scale with OpenClaw
What if you could generate a professional avatar video—complete with scripting, video production, and hosting coordination—without ever touching a video editor? That’s not the future. That’s happening right now with OpenClaw. What is OpenClaw? OpenClaw is an AI agent platform that goes beyond chatbots. It’s a personal assistant capable of orchestrating multiple tools, APIs, and…
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Watsonx Orchestrate Multi-Agent Orchestration Best Practices: Part 4
Part 4: Advanced Integration with MCP and A2A Series: IBM watsonx Orchestrate Multi-Agent Orchestration: Best Practices Part 4 of 4 Introduction: Strategic External Integration Modern enterprise AI systems rarely operate in isolation. Strategic external integration enables you to leverage specialized capabilities, third-party services, and partner agents without building everything from scratch. This part covers: Let’s…
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Integrate MCP Servers with WatsonX Orchestrate in 10 Minutes
Overview The Model Context Protocol (MCP) is an open standard that enables AI agents to securely connect to data sources and tools. In this quick tutorial, you’ll learn how to create a simple MCP server using FastMCP and integrate it with WatsonX Orchestrate to build an intelligent hiking advisor agent. Our hiking advisor will use…
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Watsonx Orchestrate Multi-Agent Orchestration Best Practices: Part 3 (Agents Best Practices)
Part 3: Watsonx Orchestrate Agent Development Best Practices Series: IBM watsonx Orchestrate Multi-Agent Orchestration: Best Practices Part 3 of 4 Introduction: From Tools to Agents In Part 1, we planned our architecture. In Part 2, we built effective tools. Now it’s time to bring it all together by building robust, production-ready agents. Great tools are…
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Watsonx Orchestrate Multi-Agent Orchestration Best Practices: Part 1 (Architect Agents)
Part 1: Planning and Architecture Fundamentals
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Watsonx Orchestrate Multi-Agent Orchestration Best Practices: Part 2 (Tools Best Practices)
The Three Pillars of Tool Design Pillar 1: Comprehensive Documentation Your agent relies entirely on tool descriptions to understand when and how to use each tool. Poor documentation is the #1 cause of: – Incorrect tool usage – Failed operations – Agent confusion – Poor user experiences What Makes Documentation Comprehensive? 1. Clear Purpose Statement…
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Hello World!
Hi, I am Dheeraj! Welcome to TechByte, a platform where I share my knowledge and learning on artificial intelligence, with a focus on Generative AI and AI Agents. I’m passionate about exploring AI’s potential, from creating smart agents to advancing GenAI research. Expect easy-to-read posts with insights and code to help you build and research…