S3, Apis, Lambda, Terraform, Docker, FastAPI, Python, Kubernetes, AWS, Langchain, LLMs, CI CD, EKS, LangGraph, Autogen, Vector Databases, A2A, Pydantic, observability, MCPs, monitoring platforms

AWS, S3, Lambda, FastAPI, Kubernetes, Python, Terraform, Docker, Apis, LLMs, EKS, Pydantic, Langchain, Vector Databases, Autogen, MCPs, A2A, LangGraph

telemetry , Prometheus, Datadog, automation, Python, Incident Management, Dynatrace, Splunk, metrics, logs, SLIs, performance capacity management, AI capabilities, change risk reduction, distributed systems troubleshooting, observability design, postmortems, workflow automation, OpenTelemetry, runbook automation, error budgets, CI CD-integrated guardrails, traces, resilience engineering, SLOs