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Karan Rajput
Freetochat.app production interface
FIELD REPORT 02AWS

Freetochat.app

Production multi-model workspace on AWS and Azure with AWS SES for transactional email.

OPERATING CONTEXT

Public production system

7 core technologies

End-to-end delivery

Built for a real operating constraint.

Production multi-model workspace on AWS and Azure with AWS SES for transactional email. Automated CI/CD via GitHub Actions. React frontend with Python backend for real-time streaming.

AWSAzureAWS SESCI/CDGitHub ActionsPythonReact

Architecture, assembled.

The same production loop appears in different forms: interface, service, data, deployment, feedback.

INPUTSERVICEDATAOPERATE

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