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GitHub - codingincosmic/PulseAI: PulseAI is a real-time AI observability system that explains live system behavior in plain language. It ingests streaming service events and uses AI to surface issues like failures or anomalies, reducing cognitive load and improving incident response.

PulseAI is a real-time AI observability system that explains live system behavior in plain language.

🚀 What It Does

  • Ingests real-time system events
  • Uses AI to summarize system health
  • Highlights failures like payment errors
  • Degrades gracefully when services hit limits

🧠 Why It Matters

Modern systems produce massive logs and metrics. PulseAI reduces cognitive load by turning system noise into clear explanations.

🛠 Tech Stack

  • Python, Flask
  • OpenAI (LLM reasoning)
  • ElevenLabs (voice, optional)
  • Event-driven architecture
  • Datadog (observability)

▶️ How to Run Locally

pip install -r requirements.txt
python event_producer.py
ddtrace-run python app.py