OpenTelemetry

all_inclusive DevOps EngineeringGo from Linux and Git to shipping secure, observable software on Kubernetes and the cloud, on demand.

• Observability & Reliability › OpenTelemetry, Logs & Traces

model_training MLOps: Machine Learning OperationsTake predictive ML models from notebook to reliable, monitored, governed production on Kubernetes and cloud.

• Monitoring, Drift and Responsible AI › Operational Observability for Inference Services

psychology AIOps: AI for IT OperationsTurn telemetry into action: cut alert noise, predict incidents, find root cause and automate fixes with AI.

• Operations & Observability Foundations › Telemetry Signals & OpenTelemetry
• Event Pipelines, Correlation & Topology › Telemetry Pipelines & Data Quality
• Event Pipelines, Correlation & Topology › Service Topology & Dependency Mapping
• LLM & Agentic AI for Operations › Building a Custom Operations Agent

layers Platform Engineering & Internal Developer PlatformsBuild internal developer platforms as products: golden paths, self-service APIs and guardrails at scale.

• Operating, Measuring & AI-Enabling the Platform › Platform Observability & SLOs

monitor_heart Site Reliability EngineeringRun production like a software problem: SLOs, observability, incident response and automation at scale.

• Observability & SLOs › OpenTelemetry & Distributed Tracing
• Advanced SRE: Automation, AI & Leadership › Reliability for AI & LLM Systems

savings FinOps: Cloud & Technology Financial OperationsGet more value from every cloud, AI and SaaS dollar with shared data, engineering action and accountability.

• FinOps for AI, Cloud+ & Operating the Practice › FinOps for AI & GPU Spend

cloud_sync Cloud Operations (CloudOps) EngineeringRun secure, reliable and cost-aware workloads on AWS, Azure and Google Cloud with automation-first operations.

• Observability, Monitoring & Incident Response › OpenTelemetry & Vendor-Neutral Observability

database DataOps EngineeringShip trusted, tested and observable data products with software-engineering discipline and automation.

• CI/CD, Observability & Lineage › Data Observability & Incident Response

smart_toy LLMOps: Operating LLM, RAG and Agent ApplicationsBuild, evaluate, serve, observe and secure LLM, RAG and agent applications in production at a sane cost.

• Observability, Gateways and Cost Control › LLM Observability and Tracing
• Fine-Tuning, Agents and Production GenAI Platforms › Operating Agents in Production