~/talks

Whitney Lee

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Scaling on Satisfaction: Automated Rollouts Driven by User Feedback - Thomas Vitale & Whitney LeePlatform Engineering Day Europe 20262026-03-23
A live platform captures thumbs up/down as correlated OpenTelemetry spans and span events, the Collector’s transform and spanmetrics processors convert those…
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Rollout on Reception: Progressive Delivery for GenAI Apps Using Real...Cloud Native AI + Kubeflow Day 20262026-03-23
Live demo shows users scanning a QR, voting thumbs up/down every 30 seconds and Knative Services + Flagger adjusting canary weights (start 20% → 40% → 50%) in…
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When the Codebase Starts Instrumenting ItselfObservability Day Europe 20262026-03-23
Builds an AI agent called Spiny-backed Orb-weaver that reads a Weaver registry, instruments JavaScript code with OpenTelemetry spans, updates the registry and…
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This Lying Has To Stop: Keeping AI Honest with OpenTelemetryCloud Native + Kubernetes AI Day North America 20252025-11-10
An automated agent called Commit Story runs on git commit, harvesting code diffs, commit messages and every assistant chat so AI-generated journal entries…
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Let the Platform Build Itself: Using AI To Construct an Internal Developer Platform With CNCF ToolsPlatform Engineering Day North America 20252025-11-10
Claim: a developer writes intent in natural language and an AI agent composes an Internal Developer Platform using CNCF tools and company policies. The demo…
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Are You Ready for Platform Adoption, or Are You Setting Yourself up for Failure?Platform Engineering Day 2025 - Europe2025-04-01
Argues that confusing a portal with a platform dooms adoption and that an API-first platform (examples: Crossplane, Cratics) with onboardable, on‑demand APIs…
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Choose Your Own Adventure: The Dignified Pursuit of a Developer Platf...KubeCon + CloudNativeCon Europe 20252025-04-01
Live demo builds an Internal Developer Platform using Crossplane for Kubernetes APIs, which turns a 10-line SQL claim into AWS VPC, subnets and security…
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Panel: Exploring eBPF Use Cases in Cloud-Native SecurityCilium + eBPF Day North America 20242024-11-12
eBPF is shown as a practical kernel-level security layer: teams use Inspector Gadget (OCI gadgets signed with cosign) and Tetragon to load policies, hook…
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Choose Your Own Adventure: The Struggle for SecurityKubeDay Japan 20242024-08-27
Live demo uses AWS EKS + Crossplane + Argo CD and an app already running behind Contour; cluster-level policy choices are Kyverno, OPA Gatekeeper, and…
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Unleashing the Power of Serverless Computing in Kubernetes with Knati...KubeDay Japan 20242024-08-27
Hands-on build of a serverless app and its infra on Kubernetes that actually works end to end: code is pulled from Git, an image is built automatically…
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Choose Your Own Adventure: The Struggle for SecurityKCD Zürich 20242024-06-13
Interactive, choose-your-path demo wires an app into an EKS cluster (Crossplane, Argo CD, Contour) and tests cluster, runtime, and pod-to-pod security choices…
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Security Showdown: The Overconfident Operator Vs the Nefarious...cdCon @ OSS NA 20242024-04-16
Demo shows a USB rubber ducky stealing kubeconfig and SSH keys, enabling forged Git commits that replace a message queue with Nova’s image and exfiltrate data…
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Sometimes, Lipstick Is Exactly What a Pig Needs!Platform Engineering Day Europe 20242024-03-19
Argues that interface choice, not just backend polish, drives platform adoption and gives four concrete decision axes: autonomy, contextual distance…
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Lightning Talk: Secret Word of the Day: Platforms!AppDeveloperCon NA 20232023-11-06
Defines a platform as a composable, self-service layer that provisions common capabilities like messaging, identity, databases and Kubernetes environments so…
Lightning on
Keynote: Choose Your Own Adventure: The Perilous Passage to ProductionKubeCon + CloudNativeCon + Open Source Summit China 20232023-09-26
Demo constructs a full dev-to-prod path: container image built with Cloud Native Buildpacks, images stored in Harbor, cluster provisioned with Crossplane…
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The Treacherous Trek to DevelopmentGOTO Aarhus 20232023-05-22
Source code becomes a container image built with Cloud Native Buildpacks, then the image is pushed to Docker Hub while Dragonfly peer-to-peer distribution…
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Live Diagramming of Knative - Core ConceptsDevnexus 20232023-04-04
Shows how Knative Serving plus the kn CLI deploys a container and returns a public URL, creates Config/Revision/Route/Service and spins up Kubernetes…
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Lightning Talk: Tales from the Road: The Questions Being Asked About KnativeKnativeCon North America 20222022-10-24
Lists real audience questions about Knative adoption and gives concrete trouble spots: observability and debugging gaps (GUI for revision diffs, tracing vs…
Lightning on
Keynote: What a RUSH! Let’s Deploy Straight to Production!KubeCon + CloudNativeCon North America 20222022-10-24
Platform engineering claims developer teams can push changes without wrestling infra by exposing a declarative platform API; demo proves it by creating an…
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Charting Your Own Course Through the Cloud Native LandscapeKubeCon + CloudNativeCon Europe 20222022-05-16
Defines a repeatable learning loop: collect, skim, narrow, learn, repeat with concrete tactics — use Anki spaced-repetition and a stats plugin to track daily…
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