Elk, Prometheus, Grafana, Datadog, Python, Slack, Kubernetes, Incident Response, PagerDuty, Root Cause Analysis, Tool function calling, Guardrails for autonomous systems, Multi-step planning, Rollback paths, Claude Code, Application-level debugging, OpenAI Codex, Kimi K2 K3, Auditability, LLM-based agents, Approval gates, Permissioning, API wrappers and orchestration, Agentic workflows