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 …
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 …