Day 7 – Popular Agent Frameworks (lang Graph, Crew Ai, Auto Gen)

Why Frameworks Matter (and When They Hurt) Let’s be blunt. Agentic AI does not require a framework. You can build agents with: a strong LLM a loop tools state …but once systems grow beyond a, frameworks become force multipliers. They help you: 🧠 manage state & memory 🔁 orchestrate multi-step reasoning 🤝 coordinate multiple agents 🧪 debug, trace, and evaluate behavior ⚠️ But they can also: lock you into abstractions too early hide failure modes add unnecessary complexity So today’s goal is simple: 👉 Understand what each major framework is really good at - and when not to use it.