Agentic Web App with Google Cloud CI/CD.

Last updated June 23rd 2026 - V 1.0 - Agentic App

Deploying "Marc’s Daily Global" :
A Serverless AI Agent on Google Cloud with CI/CD

"Marc’s Daily Global" is a serverless AI agent web application built with React, Node.js, and Google Cloud Run that aggregates, summarizes, and reads aloud top global news. To address the typical limitations of static LLMs and outdated training data, the application utilizes Google Search Grounding to fetch and verify news in real-time, successfully eliminating factual decay. Deployed on Google Cloud Run with an automated CI/CD pipeline that triggers on every git push, this project demonstrates a practical workflow for transitioning local AI prototypes into reliable, grounded, and continuously deployed production environments. .


Automated CI/CD Pipeline

To automate deployments, I set up continuous deployment directly through Cloud Run. I connected the Git repository to Google Cloud, creating a Cloud Build trigger that listens for pushes to the main branch. On every push, the trigger automatically clones the repository, compiles the TypeScript code, builds the container image, and deploys it as a new Cloud Run service revision—achieving a fully automated, zero-downtime release pipeline.

Marc Farssac
Senior Android Engineer with AI/ML focus


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Marc Farssac

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