Applying Responsible AI with the Open-Source LangTest Library
32 min

Applying Responsible AI with the Open-Source LangTest Library

MLOps World - MLOps World & Generative AI World 2024
David Talby
langtest ai-bias ai responsible-ai llm nlp testing data-leakage mlops python open-source
Evaluation Engineering: Iterative Strategies to Testing Prompts
29 min

Evaluation Engineering: Iterative Strategies to Testing Prompts

MLOps World - MLOps World & Generative AI World 2024
Jared Zoneraich
evaluation-engineering backtesting regression-testing prompt-engineering testing test-driven-development ai machine-learning llm natural-language-processing
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
Running prompts at CI does not make your GenAI app enterprise ready
33 min

Running prompts at CI does not make your GenAI app enterprise ready

MLOps World - MLOps World & Generative AI World 2024
Jakob Frick
production-ai genai generative-ai llm large-language-models enterprise-ai continuous-integration ci-cd observability telemetry prompt-engineering testing
A Data Scientist's Guide to Unit & End-to-End Testing
1h 23m

A Data Scientist's Guide to Unit & End-to-End Testing

MLOps World - MLOps World & Generative AI World 2024
Vatsal Patel
machine-learning mlops testing unit-testing end-to-end-testing test-driven-development ci-cd python pytest mocking dependency-injection
Code Generation Agents: Architecture, Data Modeling Challenges, and Production-Ready Considerations
29 min

Code Generation Agents: Architecture, Data Modeling Challenges, and Production-Ready Considerations

MLOps World - MLOps World & Generative AI World 2024
Lee Twito Alon Gubkin
ai generative-ai multi-agent-systems code-generation mlops rag data-modeling llm graphrag abstract-syntax-tree testing
The Future of AI Development Agents
34 min

The Future of AI Development Agents

MLOps World - MLOps World & Generative AI World 2024
Graham Neubig
ai-agents software-development machine-learning mlops code-generation llm autonomy testing debugging devops github docker
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
Minikube from CLI to GUI!
39 min

Minikube from CLI to GUI!

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Medya Ghazizadeh
minikube kubernetes cli gui docker container-runtime golang developer-velocity testing automation cloud-native local-development
Building a Kubernetes Experimentation Platform with OpenFeature
23 min

Building a Kubernetes Experimentation Platform with OpenFeature

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Alexander Jones
kubernetes openfeature feature-flags cncf experimentation cloud-native platform-engineering operators ci-cd observability testing docker
Telepresence Case Studies: From First Experience to Fast Feedback at Scale
30 min

Telepresence Case Studies: From First Experience to Fast Feedback at Scale

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Edidiong Asikpo
kubernetes telepresence developer-experience microservices cncf cloud-native debugging testing ci-cd local-development remote-development
Automating Configuration and Permissions Testing for GitOps with OPA Conftest
30 min

Automating Configuration and Permissions Testing for GitOps with OPA Conftest

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Eve Ben Ezra Michael Hume
gitops opa conftest kubernetes policy-as-code ci-cd configuration-management testing automation validation devsecops argo-cd