~/talks

Kevin Dubois

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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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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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Self-Healing Rollouts: Automating Production Fixes With Agentic AIOpen Source Summit Korea 20262026-08-11
A production demo shows an Argo Rollouts plugin that calls an external agent via the A2A agent protocol, compares canary vs stable (10% traffic, 10s warm‑up)…
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AIOps: (near) Zero-Touch Production Rollout FixesKubeCon + CloudNativeCon Japan 20262026-07-29
A live proof of concept that plugs an AI Metrics plugin into Argo Rollouts and Argo CD to analyze logs and Prometheus metrics for a 10% canary with a 95%…
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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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Creating AI-infused Apps, the Easy Way 🤙JCON EUROPE 20262026-04-20
Demonstrates adding AI to Java apps with a few lines of code by adding the OpenAI extension and declaring an interface annotated like @RegisterAIService so…
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Agentic AI PatternsVoxxed Days Zurich 20262026-03-24
Agentic orchestration uses LangChain4j with Quarkus to compose multiple specialized agents into concrete patterns: sequence, loop (max 5 iterations, exit ≥80%…
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Beyond Argo Rollouts: Boosting Developer Experience With Intelligen...ArgoCon Europe 20262026-03-23
A working Argo Rollouts plugin calls an agentic AI pipeline that analyzes canary pods by fetching logs and metrics, decides health, and triggers automatic…
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Agentic AI PatternsVoxxed Days Ticino 20262026-02-05
Distills concrete, reusable patterns for coordinating multiple models: four basic workflows — sequence, loop, parallel, routing — plus an autonomous supervisor…
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Agentic AI PatternsJfokus 20262026-02-02
Presentation claims a concrete library for Java (LangChain for Java + Quarkus) that implements four orchestration patterns — sequence loop parallel conditional…
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Fix Production Rollouts on the Fly With Agentic AIOpsArgoCon NA 20252025-11-10
Demonstration shows an Argo Rollouts + Agentic AI pipeline that runs a Kubernetes agent (Quarkus example) which analyzes logs, Prometheus metrics and pod state…
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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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Progressive Delivery Made Easy With Argo RolloutsKubeCon + CloudNativeCon China 20252025-06-10
Shows a concrete Argo Rollouts demo that deploys to 10 replicas using a canary weights 20→50→60→100% step sequence, wires Argo Rollouts to Istio routing, and…
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From 0 To Production-Grade With Kubernetes Native DevelopmentKubeCon + CloudNativeCon Europe 20252025-04-01
Step-by-step demo shows source-to-image using Buildpacks (pac CLI) and running images locally with Podman Desktop, pushing to a kind cluster and…
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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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Kubernetes. From 0 to Production-Grade with JavaJfokus 20252025-02-03
Walks through building a Quarkus Java backend that emits device events to Kafka, persists to Postgres (testcontainers locally), and containerizes with Docker…
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Kubernetes. From 0 to Production-Grade with Java.Voxxed Days CERN 20252025-01-15
Builds a Quarkus app, packages it with Docker/Podman, and pushes an image for Kubernetes; uses Kafka and ephemeral PostgreSQL for the demo, and shows the repo…
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Welcome to the AI jungle! Now what?Devoxx Belgium 20242024-10-07
Demonstrates a runnable, open source pipeline: find a model on Hugging Face (now over 1,000,000+ models on Hugging Face), fine‑tune with InstructLab using…
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Taming Kubernetes Streamlining Inner loop Development for Distributed SystemsGreat International Developer Summit 20242024-04-23
Quick usable detail: Quarkus Dev mode provides hot reload and test reruns while TestContainers Dev Services auto-starts real Postgres and Kafka containers so…
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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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Securing Cloud Native CI/CD with the Dynamic Duo of Tekton and ArgoCDGreat International Developer Summit 20242024-04-23
Shows a full CI/CD flow that actually builds, signs and deploys a Quarkus/React game: a Tekton pipeline runs tasks for git clone, package, source scan, image…
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Cloud Agnostic Design Patterns and TipsDevWorld 20242024-02-29
Shows a concrete cloud-agnostic serverless stack: Quarkus + Knative for Java apps, CloudEvents for event shape, and a Kafka-backed channel on…
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Distributed Tracing Integration with OpenTelemetry and KnativeKubeDay Singapore 20232023-12-12
Shows how OpenTelemetry + Knative capture end-to-end traces from a Quarkus Java app into Jaeger while scaling to zero on OpenShift. Demo instruments a service…
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Simplifying Containers and Kubernetes on Your Laptop with Podman DesktopContainerCon @ Open Source Summit Japan 20232023-12-05
Podman Desktop is an open‑source GUI that wires Podman into a local developer loop: it builds images in ~22s from project Dockerfiles, launches containers, and…
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Java, Life is Short!J-Fall 20232023-11-09
Shows concrete shortcuts: use jbang with GPT preview to generate runnable Java scripts and CLI templates, use SDKMAN to install and switch Java 8/11/17/21…
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Java, Life is Short!Infobip Shift 20232023-09-18
Shows concrete tools and demos: uses SDKMAN to switch JVMs, spins up a Quarkus project with Quarkus Dev hot reload and continuous testing, and adds…
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Tekton and ArgoCD: The Dynamic Duo for Kube Native CI/CDKubernetes Community Days Taiwan 20232023-07-29
Live demo shows a Quarkus racing game feature flag flipped to enable phone shaking via accelerometer, Tekton pipeline builds the Java app, tags and pushes a…
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Progressive Delivery in the Kubernetes EraVoxxed Days Luxembourg 20232023-06-21
A live demo deploys a Quarkus racing game: a Git commit triggers a Tekton pipeline that builds a container, pushes to Quay, and updates a manifest watched by…
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Writing Serverless Applications with Quarkus and KnativeJCON Europe 20232023-06-20
Quarkus shifts dependency scanning and wiring to build-time boot and can produce native images via Mandrel/GraalVM, cutting JVM cold-starts to milliseconds…
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Tekton and ArgoCD: The Dynamic Duo for GitOps-based Continuous I/D/DKubernetes Community Days Italy 20232023-06-16
Shows a concrete pipeline: Tekton serverless tasks run git clone, Maven package, build a container image, push to Quay and update k8s manifests; workspaces…
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Scaling a dormant Java application? Quarkus and Knative to the rescue!Voxxed Days Luxembourg 20222022-06-21
Demonstrates using Quarkus + Knative on Kubernetes to scale a Java service from zero to 100 pods in seconds by using Quarkus fast startup and native GraalVM…
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