Validating Ai Output Refactoring Infrastructure

Media Summary: Stop treating LLMs like natural language generators when touching legacy codebases. Learn the deterministic scaffolding ... Robert Nishihara (creator of Ray, co-founder/CEO of Anyscale) covers: Multimodal data explosion — video, audio, PDFs, sensor ... Get started with Temporal: Everyone's building

Validating Ai Output Refactoring Infrastructure - Detailed Analysis & Overview

Stop treating LLMs like natural language generators when touching legacy codebases. Learn the deterministic scaffolding ... Robert Nishihara (creator of Ray, co-founder/CEO of Anyscale) covers: Multimodal data explosion — video, audio, PDFs, sensor ... Get started with Temporal: Everyone's building This talk was recorded at NDC Melbourne in Melbourne, Australia. ...

Photo Gallery

Validating AI output & Refactoring Infrastructure

PEPR '26 - Panel: The AI Architecture Debt—Refactoring Infrastructure for Sustainable Privacy

LLM Ops Architecture: Implementing Output Validation and Structured AI Responses

AI legacy refactoring: How to modernize safely.

AI for Developers: The Workflow That Actually Works

Why AI Infrastructure Is Getting Way Harder

I Went to the Biggest AI Infrastructure Conference

Refactoring at Scale with AI — When Agents Beat Find-Replace

AI-Driven Code Refactoring: Improving Legacy Codebases Automatically - Jorrik Klijnsma

Why 43% of AI-Written Code Breaks in Production (And What Architects Do Differently)

AI-Driven Code Refactoring: Transforming Software Maintenance with Machine Learning

Turning AI Workloads into Test and Measurement Growth Opportunities

View Detailed Profile

Validating AI output & Refactoring Infrastructure

Validating AI output & Refactoring Infrastructure

Show notes: https://docs.google.com/document/d/1zoc-0L1o1Cyxtgatb9fN_ZGBGbshZIb9BTzwEj0C4Gc/edit?tab=t.0 ...

PEPR '26 - Panel: The AI Architecture Debt—Refactoring Infrastructure for Sustainable Privacy

PEPR '26 - Panel: The AI Architecture Debt—Refactoring Infrastructure for Sustainable Privacy

Panel: The

LLM Ops Architecture: Implementing Output Validation and Structured AI Responses

LLM Ops Architecture: Implementing Output Validation and Structured AI Responses

How does a

AI legacy refactoring: How to modernize safely.

AI legacy refactoring: How to modernize safely.

Stop treating LLMs like natural language generators when touching legacy codebases. Learn the deterministic scaffolding ...

AI for Developers: The Workflow That Actually Works

AI for Developers: The Workflow That Actually Works

Learn how to use

Why AI Infrastructure Is Getting Way Harder

Why AI Infrastructure Is Getting Way Harder

Robert Nishihara (creator of Ray, co-founder/CEO of Anyscale) covers: Multimodal data explosion — video, audio, PDFs, sensor ...

I Went to the Biggest AI Infrastructure Conference

I Went to the Biggest AI Infrastructure Conference

Get started with Temporal: https://temporal.io/ @Temporalio Everyone's building

Refactoring at Scale with AI — When Agents Beat Find-Replace

Refactoring at Scale with AI — When Agents Beat Find-Replace

Refactoring

AI-Driven Code Refactoring: Improving Legacy Codebases Automatically - Jorrik Klijnsma

AI-Driven Code Refactoring: Improving Legacy Codebases Automatically - Jorrik Klijnsma

This talk was recorded at NDC Melbourne in Melbourne, Australia. #ndcmelbourne #ndcconferences #developer ...

Why 43% of AI-Written Code Breaks in Production (And What Architects Do Differently)

Why 43% of AI-Written Code Breaks in Production (And What Architects Do Differently)

AI

AI-Driven Code Refactoring: Transforming Software Maintenance with Machine Learning

AI-Driven Code Refactoring: Transforming Software Maintenance with Machine Learning

Discover how

Turning AI Workloads into Test and Measurement Growth Opportunities

Turning AI Workloads into Test and Measurement Growth Opportunities

AI

Routing infrastructure for the AI era

Routing infrastructure for the AI era

As