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Agentic AI

SkyOps

Agentic AI for Cloud Operations & Observability

Overview

Voice-enabled, agent-based AI assistant for investigating application health using cloud metrics, logs, and knowledge bases. Features agentic AI with tool-based execution and strict guardrails for safe cloud operations.

Key Capabilities

  • Chat and voice interface (STT/TTS)
  • Agentic AI with tool-based execution
  • Queries CloudWatch metrics and logs
  • Knowledge-base-backed RAG for operational context
  • Read-only AWS execution with strict guardrails
  • Fully provisioned using Terraform

AI Concepts

Agentic AITool CallingRAG with Operational DataGuardrails & Safety Constraints

Tech Stack

Amazon Bedrock AgentsFastAPINext.jsAWS LambdaCloudWatchS3OpenSearchTerraformGitHub Actions