~/talks

Annie Talvasto

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LLMs on Autopilot: Running AI Agents on Kubernetes with Open Source ToolsNerdearla Chile 20262026-04-16
Shows a working control-plane pattern that runs open-source LLM agents on Kubernetes to observe, reason, and act: metrics from Prometheus/CloudWatch feed an…
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Securing the Invisible Hands: Policy and Guardrails for AI-Driven Infra...Open Source Summit Japan + AI_dev: Open Source GenAI & ML Summit + Automotive Linux Summit 20252025-12-08
Claims that Crossplane 2.0 detects config drift within seconds and can automatically remediate, tying AI agent requests into a Kubernetes-style control plane…
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LLMs on Autopilot: Running AI Agents on Kubernetes With Open Source ToolsOpen Source Summit Japan + AI_dev: Open Source GenAI & ML Summit + Automotive Linux Summit 20252025-12-08
Shows a practical stack that runs autonomous agents on Kubernetes using Crossplane for declarative infrastructure, Prometheus/cloudwatch for metrics, and…
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Objection! AI Security Mistakes on Trial With Kubeflow and Confidential ComputingCloud Native + Kubernetes AI Day Europe 20252025-04-01
Four recurring failures surface with concrete fixes and demos: untrusted model artifacts like pickle remote code execution that demand provenance checks and…
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Kubernetes and MLOps for Scalable and Reproducible Generative AINerdearla Mexico 20242024-11-07
Overview of concrete MLOps choices: Kubernetes + containers for portability, GPU and CPU resource requests for training, distributed frameworks like Spark for…
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Opening RemarksSecure AI Summit 2024 (Powered by Cloud Native)2024-06-25
Opening remarks set the day’s agenda with an AI Security focus and a call to join cloud native TAGs and working groups via Slack, list specific sessions…
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Closing RemarksSecure AI Summit 2024 (Powered by Cloud Native)2024-06-25
Slides appear on the conference schedule within days and session recordings go to a CNCF YouTube playlist in a couple of weeks, so replay is available. One…
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Kubernetes and MLOps for Scalable and Reproducible Generative AINDC London 20242024-01-29
Kubernetes plus MLOps is shown as a practical stack for scalable, reproducible generative AI: containers on Kubernetes, Kubeflow pipelines, Jupyter notebooks…
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Kubernetes and MLOps for Scalable and Reproducible Generative AIScale By the Bay 20232023-11-13
Explains how Kubernetes plus MLOps tools actually run generative AI pipelines, showing Kubeflow components used for interactive Jupyter notebooks, Kubeflow…
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What Anime Taught Me About K8s & Tech CareersCopenhagen Developers Festival 20232023-08-28
Maps anime tropes to concrete Kubernetes and career practices, claiming the control plane acts as the mastermind controller, replica sets mirror the…
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Extend Your Kubernetes With the Power of Open SourceCopenhagen Developers Festival 20232023-08-28
Covers specific CNCF add-ons: Argo Workflows and Argo CD (workflows, rollouts, events), Helm charts, Prometheus metrics, Linkerd service mesh, Falco runtime…
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What Anime Taught Me About K8s & Tech CareersKubernetes Community Days Zürich 20232023-06-15
Begins by mapping anime tropes to concrete Kubernetes concepts: containers as isolated runtimes, pods as the smallest deployable unit, ReplicaSets provide…
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How Kubernetes optimisation can combat climate changeNDC London 20232023-01-23
Claim: optimizing Kubernetes deployments meaningfully cuts CO2 by lowering runtime and shifting where and when compute runs. Demo uses KEDA autoscaling with an…
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What Anime Taught Me About K8s & Tech CareersKubeDay Japan 20222022-12-07
Begins as a beginner primer that maps anime tropes to concrete Kubernetes concepts: containers as isolated runtimes, pods as deployable units, ReplicaSets for…
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How Kubernetes optimisation can combat climate changeNDC Sydney 20222022-10-12
Shows concrete levers for cutting cloud emissions: use KEDA event-driven autoscaling to scale a .NET worker from zero to ten pods to clear 100 queued orders…
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Top new CNCF projects to look out forcode.talks 20222022-09-15
Graduated service mesh Linkerd offers ultra‑light Rust proxies, installs in seconds, and yields actionable golden metrics plus retries/timeouts; KEDA provides…
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What Anime Taught Me About K8s Development & Tech CareersKubeCon + CloudNativeCon Europe 20222022-05-16
Casual, analogy-driven primer that maps specific Kubernetes concepts to anime tropes: labels as named moves/roles, pods as small deployable shinobi units…
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Top new CNCF projects to look out forNDC Porto 20222022-04-25
CNCF landscape stats: 16 graduated, 34 incubating, 68 sandbox and projects covered include Helm, Linkerd, KEDA, Flux, KubeVirt, Kudo and Meshery. Helm demo…
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Top new CNCF projects to look out forUpdate Conference Prague 20212021-11-18
Rapid tour of CNCF projects with live demos: Helm charts installs WordPress + MariaDB into Kubernetes, admin creds land in a Kubernetes secret; Linkerd…
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Kubernetes cost optimisation - How to actually do itBuild Stuff 20212021-11-17
Eight practical steps for Kubernetes cost cuts plus concrete tools and demos: KEDA auto-scales a .NET worker from 0 to 10 pods to handle 100 queued orders and…
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Kubernetes cost optimization - How to actually do itAutomation + DevOps Summit 20212021-11-02
Claims concrete numbers: choosing the right VM family can cut compute line items by up to 50%, spot instances can be up to 90% cheaper but preemptible…
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Kubernetes on AWS: Zero to heroAutomation + DevOps Summit 20212021-11-02
Compares EKS, ECS and Fargate with concrete tradeoffs: EKS adds a managed Kubernetes control plane but charges extra and needs expertise, ECS is simpler but…
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Top new CNCF projects to look out forScale By the Bay 20212021-10-28
A rapid tour of CNCF projects that names concrete capabilities and live results: Linkerd is a graduated service mesh with an ultralight Rust proxy that…
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Scale By the Bay 2021 intro video by Annie TalvastoScale By the Bay 20212021-10-28
Promises a short list of top new CNCF projects that claim to supercharge Kubernetes clusters, and a practical angle on automating Kubernetes cost optimization…
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How Event Driven Autoscaling in Kubernetes Can Combat Climate ChangeKubeCon + CloudNativeCon North America 20212021-10-11
Shows that event driven autoscaling actually cuts cloud waste and carbon by scaling on message load using KEDA on AKS with Azure Service Bus (demo uses a .NET…
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Top new CNCF projects to look out forConf42 Site Reliability Engineering 20212021-09-30
Clear signals: Helm installed WordPress and MariaDB via a chart, storing admin credentials as Kubernetes secrets, working in the demo, Linkerd is a graduated…
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Welcome Note by Annie Talvasto & Isidora Katanic and KeynoteWomen in Tech Virtual Conference 20202020-07-01
Keynote argues that diverse perspectives directly drive innovation and that a major tech company has been working on gender pay gap and equality for decades…
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Women in Tech Virtual Conference || C# CornerWomen in Tech Virtual Conference 20202020-07-01
Key claims and concrete takeaways: a keynote links gender and pay-equality momentum to measurable hiring gains; a personal roadmap called the More Method ties…
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