I started dabbling into vibe coding with this project.

Problem: We are a family of 4 and looking for a rental property in the Bay Area in specific neighborhoods. I wanted to use AI to help cut out the noise and give me filtered data that i should care about.

Goal: Build an agentic AI system that finds properties in a given neighborhood based on a certain criteria, and rates them for me.

What is working so far:

  • Chose CrewAI as the platform to build this.
  • Single agent, with below tasks
    1. Search for properties
    2. Evaluate each property and assign a grade
    3. Write data to a Google Sheet for consumption

What I plan to add to this:

  • Recurring task to look for additional properties listed
  • Multi-agent setup to process entries in parallel
  • Memory for agents - ability to take feedback from me and evaluate better in the future
  • MCP use for interacting with Real Estate APIs

More to come…