SISajid Islaminclassicvsadavnaceagent.hashnode.dev·16h ago · 11 min readHow I Built a Complete Agent Tool Framework to Understand LangGraph Internals using pure python Most people learning "agentic AI" learn it from the outside. They use LangGraph, CrewAI, and PydanticAI. They call the API. They get results. They never ask what's happening inside. I'm going through 00
SISajid Islaminclassicvsadavnaceagent.hashnode.dev·2d ago · 5 min read Building a Tool Registry the Way Agent Frameworks Do: __init_subclass__, Descriptors, and MRO I'm working through a 16-week Agentic AI syllabus, and rather than just consuming Week 1 (Python fundamentals for agent systems), I built a small framework that mirrors the internal architecture of to00
SISajid Islaminclassicvsadavnaceagent.hashnode.dev·Apr 17 · 5 min readRules Run Out of Road: Why ML Had to Happen (And Why AI Is Bigger Than You Think)The Moment I Realized Rules Aren't Enough A few weeks ago, I was cleaning out my Gmail spam folder and found a completely legitimate email from my university buried in there. Meanwhile, an obvious phi00
SISajid Islaminclassicvsadavnaceagent.hashnode.dev·Mar 7 · 6 min readBridging the Gap: From Classical Search Theory to the Era of Agentic AI Abstract This paper is all about the evolution of Artificial Intelligence from foundational problem-solving agents to modern agentic systems. By synthesizing basic search algorithms like A*, Breadth-F00
