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vanessasara/README.md

I build production-grade DevOps pipelines and agentic AI systems — the kind of infrastructure that ships fast, observes itself, and recovers before anyone notices something broke.

My current obsession is at the intersection of platform engineering and LLM agents: using tools like Claude Code, MCP, and the OpenAI Agents SDK to build systems that don't just run workloads — they understand them.


What I Work On

Infrastructure & Automation — Kubernetes clusters, Terraform-managed cloud, Ansible playbooks, and CI/CD pipelines in Jenkins and GitHub Actions that go from commit to production with zero manual gates.

Agentic AI Systems — building agents that interact with real infrastructure: LLMs connected to live tools via MCP, autonomous debugging workflows with Claude Code, and multi-agent pipelines using the OpenAI Agents SDK.

AI-Powered Observability (current project) — an intelligent logging and monitoring platform where LLM agents parse distributed system logs, correlate anomalies across services, and surface root causes — replacing alert fatigue with actionable intelligence.


Stack

DevOps & Platform

Kubernetes Docker Terraform Ansible Linux AWS Grafana

CI/CD

Jenkins GitHub Actions GitLab CI

Agentic AI

Claude Code MCP OpenAI Agents SDK Python FastAPI Next.js


GitHub Stats

GitHub Stats   Top Languages

GitHub Streak


Automating the boring. Observing the critical. Building what's next.

LinkedIn YouTube Portfolio

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