~/talks

Daniel Oh

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Self-Healing Rollouts: Automating Production Fixes With Agentic AIKubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 20262026-09-07
Demonstrates an Argo Rollouts plugin calling an agentic pipeline that uses Quarkus Java + a Java LangChain to analyze Prometheus metrics, logs and…
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From Static Rules To Reasoning Platforms: Scaling Intelligent Canary Delivery in 2026Open Source Summit Korea 20262026-08-11
Demonstrates an AI-driven canary pipeline that replaces static rules with a reasoning layer, wiring OpenAI/GPT-style LMs into Argo Rollouts and a Java Quarkus…
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Building and Orchestrating Production-ready Agentic AI SystemsOpen Source Summit Korea 20262026-08-11
Showcases a Java-based car-rental demo that actually runs: image and text inputs are analyzed by modular agents and routed to cleaning, maintenance, or…
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Building and Orchestrating Real Production-ready Agentic AI SystemsKubeCon + CloudNativeCon India 20262026-06-18
Shows a concrete Java path from local dev to Kubernetes production using LangChain for J and Quarkus dev UI, with live demo of a car‑rental multi‑agent system…
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Scaling the Developer Frontier: The TAG DevEx Roadmap for 2026KubeCon + CloudNativeCon India 20262026-06-18
Covers the TAG DevEx 2026 roadmap with concrete work: a survey across >200 CNCF projects shows GitHub Copilot is the dominant code-assist tool, most projects…
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The Next Evolution of Java: ☕️ Achieving Hyper Performance and Efficiency in Cloud Native WorkloadsOpen Source Summit India 20262026-06-16
Compares concrete techniques: Quarkus + Jib for minimal images, GraalVM Native Image for tiny cold starts (example build ~25–30s with ~2–3GB peak build RAM…
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Stop Allocating GPUs, Start Delivering Intelligence: An Enterprise...Open Source Summit Japan + AI_dev: Open Source GenAI & ML Summit + Automotive Linux Summit 20252025-12-08
Enterprises face GPUs that cost ~$30,000 each and run at ~15% utilization; moving from charging per-GPU to charging per-token or per-job increases margin. The…
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Keynote: Meet the New Technic...CNCF Maintainer Summit North America 20252025-11-09
Conference announces TAG restructuring and lists concrete initiatives: a Developer Experience TAG builds guidelines for the CNCF landscape and an OCI-compliant…
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Shaping the Future of Developer Experienc...CNCF Maintainer Summit North America 20252025-11-09
TAG DevEx defines short initiatives (≤3 months) and longer subprojects to fix concrete developer pain points by producing PRs, docs, sample apps and…
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Building Enterprise Solutions in the AI-Native EraOpen Source Summit Korea 20252025-11-04
Red Hat AI claims an open source, hybrid-cloud platform that provisions sandboxes in minutes and runs models “wherever the data resides,” addressing cost and…
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Keynote: Champions of Cloud Native: Stories and Insights from CNCF AmbassadorsKubeCon + CloudNativeCon India 20252025-08-06
Panel recounts concrete benefits from ambassadorship: multi-year cohorts (1, 4, 7+ years) that sharpen outreach, advocacy, storytelling and mentoring skills…
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Scaling Generative AI: Building Production-Ready LLM ApplicationsKubeCon + CloudNativeCon India 20252025-08-06
Shows how to build a production LLM app in Java using Quarkus with an MCP tool orchestration layer and EasyRAG for embeddings and retrieval, demoing a working…
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Fine-Grained Authorization & Beyond: Mastering Keycloak Patterns in AI-infused AppsKeycloakCon Japan 20252025-06-13
Claims that Keycloak Authorization Services can enforce resource-and-scope permissions for AI model access and that Quarkus supplies a built-in filter for…
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⚡ Lightning Talk: Supercharge Agentic AI Apps: A DevEx-Driven Approach To Cloud Native ScaffoldingKubeCon + CloudNativeCon China 20252025-06-10
Shows a cloud native scaffolding that scaffolds Java agentic AI apps with Backstage software templates, Quarkus and Rankchain integrations and automatic code…
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Scaling AI with Java: Building Production-Ready LLM ApplicationsGreat International Developer Summit 20252025-04-22
Builds a production-ready Java LLM app using Quarkus and LangChain4j, wires OpenAI or local container models (Podman/AI Lab) into a vector store…
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Supercharge Agentic AI Apps: A DevEx Driven Approach to Cloud-Native ScaffoldingGreat International Developer Summit 20252025-04-22
Shows a concrete Java stack: Quarkus + LangChain4j + MCP integration that turns a few annotations and config into a working agentic app, with one annotation to…
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Tutorial: Rock, Paper, Scissors! Build an AI-powered Interactive Game With Argo CD and KubeflowKubeCon + CloudNativeCon Europe 20252025-04-01
Live multiuser Rock Paper Scissors is deployed as a production‑grade microservice stack with Argo CD, Kubeflow pipelines and KServe Model Mesh serving a CPU…
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Create #AI Infused #Java Apps with #LangChain4jDevnexus 20252025-03-04
Shows a working Quarkus + LangChain4j stack that lets Java apps call LLMs via @RegisterAIService annotation, keep conversation state with chat memory and…
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Shield your #Java Code Practical Guides for Trusted SoftwareDevnexus 20252025-03-04
Starts from history (Equifax 143 million records, $1.5B; Log4Shell >$10B; Spring4Shell ~$50M) and shows a working Java secure supply chain: a Quarkus chatbot…
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Supercharge #AgenticAI Projects A DevEx Driven Approach to #CloudNative ScaffoldingDevnexus 20252025-03-04
Quarkus scaffolding plus LangChain4j and MCP spins up local MCP servers (Brave search, file, memory, Google Maps, Slack) and a WebSocket chatbot that finds…
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Lightning Talk: Intro to the CNCF App Development WGAppDeveloperCon NA 20242024-11-12
A new CNCF Application Development WG forms to help developers adopt cloud native practices and it launches a 19-question survey to gather usage data. The…
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Streamlining Cloud-Native Development: Simplifying Dependencies and Testing with MicrocksAppDeveloperCon NA 20242024-11-12
Combines Microcks + Testcontainers with Quarkus Dev Services to automatically spin up lightweight containered mocks from OpenAPI/AsyncAPI/Postman artifacts…
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Serverless Java in Action: Cloud Agnostic Design Patterns and TipsDevConf.US 20242024-08-14
Claims a cloud‑agnostic, production serverless Java stack built with Quarkus + Knative, using native compilation to cut startup to milliseconds. Demo wires a…
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Distributed Tracing Integration with OpenTelemetry and Knative _ _ _Great International Developer Summit 20242024-04-23
Demo shows a Quarkus Java REST app deployed to OpenShift/Knative that scales to zero and back while OpenTelemetry captures traces without changing app code…
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Quarkus 3: Elevating Java Microservices with Project Loom and BeyondGreat International Developer Summit 20242024-04-23
Quarkus 3 runs Java 21 virtual threads so imperative endpoints scale without rewriting to reactive code, enabled by a single annotation that switches routes…
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Cloud-Native Transformation with Jakarta EE, MicroProfile & JBoss EAPGreat International Developer Summit 20242024-04-23
A demo of using Konveyor/Windup inside VS Code analyzes a WebLogic monolith, reports 10 story points for EAP7 then jumps to 106 story points when targeting…
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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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Empowering Quarkus Applications with AI and OpenTelemetry on KubernetesMicrosoft JDConf 20242024-03-27
Demo shows a Quarkus app instrumented with OpenTelemetry, packaged by Maven (kubernetes manifests auto-generated), pushed to Azure Container Registry and…
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Event-driven autoscaling for Serverless JavaDevWorld 20242024-02-29
Kubernetes HPA based on CPU proves too slow for bursts: a Quarkus Java consumer faces 5 million Kafka events and HPA lags while KEDA scrapes Kafka/event…
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Quarkus 3: The Road to Loom for Cheaper, Faster, and Easier Concurrent ApplicationsJCON WORLD ONLINE 20232023-11-20
Quarkus 3 runs virtual threads from Java 21 using an easy annotation like @RunOnVirtualThread and demos a Quarkus app backed by an auto-starting PostgreSQL…
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Quarkus 3: The Road to Loom for Cheaper, Faster, and Easier Concurrent ApplicationsVoxxed Days Luxembourg 20232023-06-21
Quarkus 3 adds an easy path to Project Loom by letting methods run on virtual threads via a single annotation and JDK preview flags (demonstrated on JDK 20…
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Event-Driven Autoscaling for Serverless JavaJCON Europe 20232023-06-20
Shows that replacing HPA-only scaling with KEDA + Knative + Quarkus targets event metrics (Kafka, SQS) rather than CPU, so KEDA handles 0→1 cold starts and…
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Distributed Tracing Integration with OpenTelemetry and KnativeKubernetes Community Days Italy 20232023-06-16
Live demo shows OpenTelemetry integrated with Knative serverless Java: Quarkus app plus PostgreSQL, Jaeger and the OpenTelemetry collector deployed via the…
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Konveyor: Replatform from Cloud Foundry to KubernetesCloudOpen @ Open Source Summit North America 20232023-05-10
Konveyor’s move2kube tool automatically transforms a Cloud Foundry Java app into Kubernetes artifacts, builds multi-arch container images, pushes them to…
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From Zero to Hero in Kubernetes Native JavaGreat International Developer Summit 20232023-04-25
Step-by-step demo of scaffolding a Java service with Quarkus (Maven), generating Dockerfiles and Kubernetes YAML automatically, and using continuous testing…
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Event driven Autoscaling for Serverless JavaGreat International Developer Summit 20232023-04-25
Shows a concrete setup: a Quarkus Java consumer wired to an Apache Kafka topic, HPA set to 70% CPU that fails to react to bursts, and a KEDA scaleObject that…
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Processing Real Time Trading Data with Event StreamingGreat International Developer Summit 20232023-04-25
Shows how to wire a toy trade matching engine using Apache Pulsar and Quarkus with DataStax Astra Streaming as the managed Pulsar cloud, creating a tenant and…
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Event-driven autoscaling for Serverless JavaGeeCON 20232023-04-19
Shows how to replace CPU-based HPA with event-driven autoscaling by combining KEDA and Knative for Quarkus Java apps consuming Apache Kafka. Builds a demo…
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Event-Driven Autoscaling for Serverless JavaDevnexus 20232023-04-04
Demonstrates event-driven autoscaling for Java apps using Quarkus, Kafka and OpenShift, showing HPA failing to react to stream load while KEDA scales correctly…
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From Zero to Hero in Kubernetes Native JavaJfokus 20232023-02-06
Claims Java apps can boot in milliseconds with tiny memory by using Quarkus and Graal-ish native builds, demonstrates scaffolding a project with Quarkus dev…
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Distributed Tracing Integration with OpenTelemetry and KnativeKubeDay Japan 20222022-12-07
Shows a working pipeline: Quarkus app exports spans to OpenTelemetry Collector running in Docker Compose then to Jaeger UI, and the same config is deployed via…
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Distributed Tracing Integration with OpenTelemetry and KnativeContainerCon @ Open Source Summit Japan 20222022-12-05
Live demo wires OpenTelemetry through Quarkus into Jaeger and shows traces collected locally via OpenTelemetry collector + Jaeger, then deployed as Knative…
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Distributed Tracing Integration with OpenTelemetry and KnativeCloudOpen @ Open Source Summit Europe 20222022-09-13
Live demo shows Quarkus apps instrumented with OpenTelemetry using an OpenTelemetry Collector + Jaeger backend (Docker Compose locally, Jaeger and…
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From Zero to Hero in Kubernetes Native JavaContainerDays 20222022-09-05
Quarkus demo shows exact steps to go from code to Kubernetes: use the Quarkus CLI or code.quarkus.io to generate a project (over 500 extensions available), run…
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Integration Testing with Quarkus.Devoxx Ukraine 2022: Secure our Future2022-09-02
Shows how Quarkus boots a Java REST app with PostgreSQL and Hibernate Panache, runs Quarkus Dev Services that auto-start three containers (Postgres, Keycloak…
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Prod like Integration Testing for Cloud Native MicroservicesDevnexus 20222022-04-12
Shows that Quarkus Dev Services auto-starts real infrastructure for local prod‑like tests, bringing up PostgreSQL via Testcontainers and seeding three rows…
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Securing Serverless Functions on Kubernetes with Quarkus ExtensionsOpen Source Summit + Embedded Linux Conference + OSPOCon 20212021-09-27
Creates and deploys a Quarkus function to Kubernetes using kn func and Cloud Native Buildpacks, pushes an image to registry, and leverages Knative to scale to…
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Get Quarkus Fungy the next time you hit a Serverless dance floor!DevConf.CZ 20212021-02-18
Quarkus Funqy provides a portable Java function API that compiles to JVM or native images (GraalVM/Mandrel), generates Knative manifests, and builds container…
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Quarkus Hands-on Workshop for Spring DevelopersDevConf.CZ 20212021-02-18
Hands-on refactoring of the Spring Boot Petclinic into Quarkus showing exact code changes: replaces Spring MVC templates with Quarkus Qute templates, swaps…
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Quarkus brings Serverless to Java developersDevConf.CZ 20202020-01-24
Quarkus + GraalVM turns a Java microservice into a tiny native executable: demo shows 22 ms startup and 5.5 MB native memory versus ~85 MB on the JVM, plus…
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Supersonic Java Quarkus with Knative serverlessDevOpsDays Raleigh 20192019-10-01
Live demo builds a Quarkus app with Maven, shows 0.6s reload on code change, packages an uber JAR that uses about 96 MB JAR memory, then compiles a GraalVM…
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Knative makes Developers Incredible on ServerlessDevConf.CZ 20192019-01-25
Knative runs a live demo that builds a Spring Boot app into a container, deploys it on mini shift and Knative, and proves autoscaling to zero then instant…
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