~/talks

Brian Benz

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titleconferencedate
Production-Ready GenAI with Open Models for Java TeamsJavaOne 20262026-03-17
Shows a Java Spring Boot demo that ingests three docs into an in‑memory embedding store, runs RAG with LangChain for J and Ollama, and evaluates answers with a…
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AI Agents for Java Devs From Demo to DeploymentDevnexus 20262026-03-04
A working end-to-end invoice pipeline parses PDFs with an external GPU parser, validates totals and line items, and flags anomalies automatically. It uses a…
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Accelerating Real-Time Analytics with Cosmos DB and GPU-Enhanced Serverless Apache SparkAzure Cosmos DB Conf 20252025-04-15
Shows an end-to-end pipeline that ingests streaming CSV into Azure Storage, trains an XGBoost model with Apache Spark accelerated by NVIDIA Rapids and CUDA…
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Spring into the AI Era: A Practical Exploration for DevelopersGreat International Developer Summit 20242024-04-23
Hands-on walkthrough that builds a Spring Boot app from the CLI, wires it to Azure OpenAI using GPT 35 turbo 16k, and shows embeddings + retrieval augmented…
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Using AI to Deploy Java apps to KubernetesGreat International Developer Summit 20242024-04-23
AI generates Kubernetes YAML and CI steps from a Docker Hub image and produces runnable shell commands, using GitHub Copilot and Azure tooling to deploy a…
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AmericasMicrosoft JDConf 20242024-03-27
Project highlights and what actually happens: Project Valhalla value classes remove identity headers to flatten objects and improve cache locality, plus…
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Using AI to build an AI Java appDevoxx Ukraine 2023: AI – Friend or Foe?2023-09-22
Announcement: GitHub Copilot and Copilot Chat beta are live and demonstrated inside VS Code and Codespaces, showing inline completions and inline chat with…
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Java experts at Microsoft Q&AMicrosoft Build 20232023-05-23
Answers list concrete tooling and tradeoffs: Copilot translates code-to-code and is useful for boilerplate, unit tests and even generating Kubernetes YAML that…
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Modernize .NET and Java web apps in Azure App ServiceMicrosoft Build 20232023-05-23
Shows step-by-step moves you can run tonight: deploy a secure baseline from Landing Zone Accelerators (Bicep/Terraform/ARM or Dev CLI Codespaces), discover and…
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Make Your Container Apps Smarter With Sidecars and ActionsDevnexus 20232023-04-04
Shows adding service mesh features to legacy Java apps without code changes by running a local and AKS demo using Dapper, Redis, Zipkin, Helm and the Azure…
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Adding Intelligence to your Java apps with Azure Cosmos DBAzure Cosmos DB Conf 20222022-04-19
Demo builds a Java pipeline that actually runs: a simulator function sends about 60 requests per minute into an Event Hub which fires an Azure Functions event…
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Adding Intelligence to your Java applications with Azure Cosmos DBAzure Cosmos DB Conf 20222022-04-19
Demo builds a Java serverless pipeline that simulates IoT temperature sensors, deploying Java 8 code (Maven + Azure Functions Core Tools) from the…
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DevOps for Java ShopsDevnexus 20222022-04-12
Shows a working Java CI/CD flow using GitHub Actions (runs on Ubuntu hosted runners) to build with Maven, deploy to Azure App Service, and toggle features via…
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DevOps: Improving applications with DevOps4Developers 20202020-09-14
Claims 208× more frequent deployments and 7× lower change-failure rates from DORA, with a demo that edits shipping to $4.99, pushes to GitHub, and triggers…
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How Builds and Delivers in the CloudDevOps World | Jenkins World 2019 San Francisco2019-08-12
Jenkins runs its public CI at ci.jenkins.io on Azure, building 800+ plugins and core across Linux/Windows × JDK8/JDK11, using VM agents, AKS, and Azure…
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Say Goodbye to Hello World, Say Hello to Real World Delivery PipelinesDevOps World | Jenkins World 2019 San Francisco2019-08-12
Code-heavy demos set up Jenkins on VMs and Jenkins on Kubernetes, trigger builds from GitHub webhooks, run a Gradle build that produces a jar, and push…
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Perfecting reliable code delivery for the cloudJ-Fall 20182018-11-08
Shows how adding one Maven dependency turns a MicroProfile app into a distributed-tracing pipeline using Thorntail + OpenTracing and the Jaeger all-in-one…
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Top Ways to Deliver Your Spring Code to the Cloud - Brian BenzSpringOne Platform 20172017-12-04
Step-by-step demo shows deploying a Spring Boot app (Spring Music) to a Linux VM using azure CLI: create resource group, az vm create (with image and SSH key)…
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Top ways to deliver your Java code to the cloudOredev 20172017-11-08
Concrete recipes for getting Java into the cloud with working demos and commands: a Spring Boot to‑do app is built with Maven, scp/ssh and deployed to a VM…
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Setting up monitoring for Java appsJ-Fall 20152015-11-05
Shows how Application Insights Java SDK and a Java agent collect JVM requests, JMX counters, logs and dependency timings, with a demo Java Petstore and an…
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