---
title: Plan-Execute-Reflect
emoji: 🗺️
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 4.44.0
python_version: "3.11"
app_file: app.py
pinned: false
---

# Plan-Execute-Reflect

Plan → execute (with tools) → reflect → replan. Bring your own [OpenRouter](https://openrouter.ai/keys) key.

Source & write-up: https://github.com/shenmali/agentic-ai-first/tree/main/demos/02-plan-execute