Wrapping up my series on decision agents, here’s the third post. How AI Agents and Decision Agents Combine Rules & ML in Automation Building Decision Agents with LLMs & Machine Learning Models Designing AI Decision Agents with DMN, Machine Learning & Analytics [this...
From Simple Instructions to Precision and Guardrails: The Journey of Engineering Production-Ready Prompts for IBM CDC Part 4: Key Lessons Learned and Best Practices for Prompt Engineering Authors: HS Manoj Kumar, Dev Sarkar Recap: The Transformation Complete In Parts...
From Simple Instructions to Precision and Guardrails: The Journey of Engineering Production-Ready Prompts for IBM InfoSphere Change Data Capture Part 3: The Evolution of the Prompt: From Simple to Complex Authors: HS Manoj Kumar, Dev Sarkar Recap: From Failures to...
From Simple Instructions to Precision and Guardrails: The Journey of Engineering Production-Ready Prompts for IBM CDC Part 2: The Initial Prompt and the Failures We Encountered Authors: HS Manoj Kumar, Dev Sarkar Recap: The Challenge Ahead In Part 1 , we introduced...
From Simple Instructions to Precision and Guardrails: The Journey of Engineering Production-Ready Prompts for IBM CDC Part 1: Introduction to Prompt Engineering and the Challenges of Building a Production-Ready Prompt Authors: HS Manoj Kumar, Dev Sarkar Introduction: When...
From Helpful to Reliable: Engineering Production-Ready Prompts for Technical Support A Four-Part Series on Transforming LLM Chatbots from Prototypes to Trusted Production Systems Authors: HS Manoj Kumar, Dev Sarkar The Problem Every LLM Builder Faces You've built an LLM-powered...
IBM announces the general availability of watsonx.ai version 2.3 (December 15, 2025) . Watsonx.ai is an enterprise-grade AI development studio that runs on an open and trusted hybrid cloud infrastructure and helps developers operationalize and scale the development of AI applications by...
Prepare data from un-structured data sources to train your model for AI: Today data is the most important to train your AI models. More the data you train your model better the results you get. So, data is crucial for AI models. Huge data exists in the world but how do we prepare the data...
AI Model Comparison: IBM Granite, Meta LLaMA, and Mistral This blog provides a comparative overview of three prominent AI models: IBM Granite, Meta LLaMA , and Mistral. It highlights their key characteristics, architectural differences, training methodologies, strengths, and weaknesses,...
Applications based on LLMs are everywhere today. But in companies, many projects still struggle to go beyond the prototype stage. The reality of 2025 is that success in production no longer depends solely on the quality of the model, but on the ability to manage an ecosystem of intelligent...