Building ProdSeer: AI-Powered Production Failure Prediction™

Modern systems rarely fail because of one bug.

They fail because of hidden operational complexity:

cascading dependencies

infrastructure bottlenecks

observability blind spots

external API failures

scaling assumptions

So for the MeDo Hackathon, I built ProdSeer — an AI-powered Production Failure Prediction™ platform.

ProdSeer analyzes GitHub repositories, simulates cascading infrastructure failures, and forecasts production survivability before deployment using structured AI reasoning workflows.

What ProdSeer Does

ProdSeer goes beyond static code analysis.

It:

analyzes repository architecture

infers production topology

identifies operational bottlenecks

simulates cascading failure scenarios

forecasts survivability under production pressure

generates infrastructure redesign recommendations

Some Features

⚡ Repository intelligence

🕸️ Infrastructure topology visualization

🔥 Cascading failure simulation

📉 Survival probability…