QA in ML
28 min

QA in ML

MLOps World - MLOps World & Generative AI World 2024
Serg Masis
quality-assurance secops machine-learning mlops data-science qa ai artificial-intelligence explainable-ai data-engineering devops reliability
What Does it Mean to be an AI Engineer in the World of GenAI?
30 min

What Does it Mean to be an AI Engineer in the World of GenAI?

MLOps World - MLOps World & Generative AI World 2024
Aarushi Kansal
ai-engineering generative-ai prompt-engineering rag retrieval-augmented-generation vector-databases agents reliability resiliency monitoring observability scaling fine-tuning large-language-models
Towards Robust GenAI: Techniques for Evaluating Enterprise LLM Applications
46 min

Towards Robust GenAI: Techniques for Evaluating Enterprise LLM Applications

MLOps World - MLOps World & Generative AI World 2024
Dhruv Singh
ai-applications llm-evaluators generative-ai genai llm large-language-models testing enterprise-ai reliability guardrails human-evaluation
Why AI Apps Don't Work in Prod: AI Reliability Survey
33 min

Why AI Apps Don't Work in Prod: AI Reliability Survey

MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
ai artificial-intelligence mlops machine-learning-operations reliability ai-engineering llm large-language-models
Wildfires, Firefighters and Sustainability - Learnings from Mitigating Kubernetes Fires in the Community
36 min

Wildfires, Firefighters and Sustainability - Learnings from Mitigating Kubernetes Fires in the Community

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Nabarun Pal Madhav Jivrajani
kubernetes cncf open-source release-management ci-cd testing reliability community-management go debugging postmortems
How to Develop a Robust Operator for Day-2 (Lesson Learned on KubeVirt/HCO)
36 min

How to Develop a Robust Operator for Day-2 (Lesson Learned on KubeVirt/HCO)

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Simone Tiraboschi
kubernetes operator-sdk kubevirt hco day-2-operations control-plane-upgrade workload-upgrade long-running-upgrades reliability canary-deployments fail-forward-upgrades api-design
Archetypes for Reliable Systems
31 min

Archetypes for Reliable Systems

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Steve McGhee Ameer Abbas
reliability kubernetes cloud-architecture distributed-systems service-level-objectives site-reliability-engineering platform-engineering multi-cluster failure-domains availability ci-cd slo
Overview and State of Linkerd
34 min

Overview and State of Linkerd

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Matei David
service-mesh linkerd kubernetes cloud-native observability reliability security rust api-gateway circuit-breaking traffic-routing mtls
Chaos Engineering 2023 with Chaos Mesh
36 min

Chaos Engineering 2023 with Chaos Mesh

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Saiyam Pathak
chaos-engineering chaos-mesh kubernetes resilience reliability microservices distributed-systems cloud-native testing ci-cd observability performance
Life Without Sidecars - Is eBPF's Promise Too Good to Be True?
33 min

Life Without Sidecars - Is eBPF's Promise Too Good to Be True?

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Zahari Dichev
ebpf service-mesh sidecar-model cloud-native networking kubernetes linkerd observability reliability security mtls load-balancing
Keynote: Is Kubernetes Delivering on its Promise?
15 min

Keynote: Is Kubernetes Delivering on its Promise?

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Aparna Subramanian
kubernetes platform-engineering cloud-native cncf container-orchestration devops scalability reliability extensibility multi-cluster-management application-developers production-engineering
Effective App Monitoring in Production
43 min

Effective App Monitoring in Production

Droidcon - Droidcon London 2024
Mauro Frezza Alejandra Stamato
android-development app-monitoring observability production-monitoring reliability performance-monitoring kpis system-tasks data-collection exception-handling new-relic