AI Agent Planning Module: Step Tracking & YAML Workflows
Part 7 of “My Journey in Building Agents from Scratch” — building an AI agent planning module AI agent planning module: two-phase plan-then-execute flow showing step list with status The …
AI Agent Reasoning Layer: ReAct Pattern in Python
Part 6 of “My Journey in Building Agents from Scratch” Building a capable AI agent is straightforward — until it has to make more than one decision to answer a …
AI Agent Session Management: Streaming & State
Part 5 of “My Journey in Building Agents from Scratch” The Black Box Problem in AI Agent Session Management In my last post, Automating Agent Creation with Templates, I had …
Automating Agent Creation with Templates: From Config to Live API
Part 4 of “My Journey in Building Agents from Scratch” Introduction If you want to scale your AI projects, automating agent creation with templates is a game changer. After building …
Shared Python Tools for AI Agents Using MCP
Part 3 of “My Journey in Building AI Agents from Scratch” Introduction In Part 2, I built my first agent from scratch — LLM + tool calling + context management. …
Building AI Agents: My First Agent with LLM and Tool Calling
Part 2 of “My Journey in Building AI Agents from Scratch” Introduction In Part 1, I shared why I started with Autogen and hit its limits. This post is about …
Building AI Agents from Scratch: Why I Started with Autogen
Part 1 of “My Journey in Building AI Agents from Scratch” Introduction This is the beginning of my journey in building AI agents from scratch. With 15 years in IT …
Text to Speech Using the Azure Speech Service
The Azure Speech Service provides developers with powerful tools to enable text-to-speech conversion in their applications. In this blog post, I will guide you through the steps involved in setting …
Regression
Machine Learning is classified as Supervised and Unsupervised Machine Learning. Regression and Classification come under supervised Machine Learning. In this post, we will see Regression with an example, the iterative …
Machine Learning (ML) Fundamentals
Machine Learning ( ML) is an important sub-field in Artificial Intelligence and It is referred to as a combination of two disciplines Data Science and Software Engineering. The main focus …