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react python javascript typescript ruby-on-rails ruby machine-learning kubernetes
All the 9s: Keeping Vault Resilient and Reliable
29 min

All the 9s: Keeping Vault Resilient and Reliable

HashiConf - HashiConf Global 2023
Marc Billow
slas runbooks auto-unseal aws-kms vault hashicorp-vault site-reliability-engineering sre platform-engineering observability slos incident-response resiliency reliability aws kubernetes microservices performance-testing autoscaling raft
Mixing reliability with Celery for delicious async tasks
25 min

Mixing reliability with Celery for delicious async tasks

DjangoCon - DjangoCon US 2023
Flávio Juvenal
django python async-tasks task-queues prefetch temporal mage celery reliability data-pipelines airflow dagster
Rust in the Wild: A Factory Control System from Scratch
30 min

Rust in the Wild: A Factory Control System from Scratch

RustConf - RustConf 2023
Carter Schultz
rust industrial-automation control-systems recycling factory-automation system-architecture embedded-systems microservices networking machine-learning reliability observability
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
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