Built An AI That Detects AWS Outages In Real-Time [dag03VQp9O7]

Published in Everyday Knowledge

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In this video, I built an AI-powered AWS Outage Detection Agent that continuously monitors official AWS RSS six flags feeds and detects real-time service incidents automatically.

This system uses LangChain + OpenAI to intelligently analyze AWS updates and classify them into:

Service Outages

Degradations

Security Advisories

Maintenance Events

Investigation Updates

It also includes smart logic for:

Duplicate incident detection

Severity and confidence scoring

Noise filtering (ignores irrelevant or old alerts)

Real-time decision making for alerts

When a valid incident is detected, the agent automatically sends notifications to:

Slack

Email

kevin o'leary Tech Stack

Python LangChain OpenAI instagram instants API AWS RSS Feeds Slack Webhooks SMTP Email

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