---
title: "Discussion on \"I Gave My Agent a Deployment Tool. It Could Finally Answer.\" | Hashnode"
description: "Discussion on \"I Gave My Agent a Deployment Tool. It Could Finally Answer.\". My first CloudOps agent could not tell me whether production was healthy.\nThat was the correct answer. It had a model and a system prompt, but it had no connection to deployment data.\nFor the next exp"
url: "https://hashnode.com/posts/i-gave-my-agent-a-deployment-tool-it-could-finally-answer/6ab5c6c3e7effd901d6461fb"
---

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# [I Gave My Agent a Deployment Tool. It Could Finally Answer.](https://blog.lalitbagga.com/i-gave-my-agent-a-deployment-tool-it-could-finally-answer?utm_source=hashnode&utm_medium=feed)

My first CloudOps agent could not tell me whether production was healthy. That was the correct answer. It had a model and a system prompt, but it had no connection to deployment data. For the next exp

Sep 25 · 7 min read · blog.lalitbagga.com  
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## Written by

[Lalit Bagga](https://hashnode.com/@lbagga)

@lbagga

  
[View profile](https://hashnode.com/@lbagga)

Software Engineer at Bayer transitioning into Cloud and DevOps engineering, with 8+ years of software development experience across mobile and web. Currently working hands-on with AWS infrastructure, Terraform, and Kubernetes in a production environment. ⚙️ Technical Foundation AWS Certified Solutions Architect Associate and Cloud Practitioner, currently pursuing HashiCorp Terraform Associate, with hands-on focus on: - Infrastructure as Code (Terraform, Helm) - CI/CD pipelines (GitHub Actions, OIDC-based AWS authentication) - Container orchestration (AWS EKS, Kubernetes) - Serverless architecture (Lambda, S3, SNS, SQS, API Gateway) At Bayer I work alongside senior infrastructure engineers on production AWS EKS deployments, writing Terraform for real infrastructure, and building automated pipelines. Open to connecting with cloud professionals and exploring Cloud Engineer, DevOps Engineer, and Platform Engineer opportunities in Ottawa and remote. 🤝

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