~/talks

Martin Hickey

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Lightning Talk: KV-Cache Centric Inference: Building a State-Aware...PyTorch Conference Europe 20262026-04-07
KV-cache centric inference reframes serving so KV state becomes the primary resource, implemented with llm-d plus vLLM, LLMCache and Envoy on Kubernetes; it…
Lightning on
Keynote: Opening RemarksMaintainer Summit Europe 20262026-03-22
Welcome and housekeeping: venue Wi‑Fi uses password Cloud Native, translation requires personal headphones, and session captions and QR codes handle languages…
Talk
Keynote: Closing RemarksMaintainer Summit Europe 20262026-03-22
A lively raffle gives away five shirts and two bags of saltwater taffy with ticket numbers called live and dozens of winners claiming prizes on stage, followed…
Talk
LMCache: Lower LLM Performance Costs in the EnterpriseCloud Native + Kubernetes AI Day North America 20252025-11-10
Claims a practical open source KV-cache layer that reduces Time to First Token and increases throughput by reusing attention tensors instead of recomputing…
Talk on
Design Thinking: Generative AI StyleOpen Source Summit Europe 2024: Open AI + Data Forum2024-09-16
An agent pair automates design thinking by turning user requirements into technical epics and then into starter stories: a product‑owner design‑thinker agent…
Talk on
InstructLab: Applying Open Source Methods to Building and Trai...Open Source Summit Europe 2024: Open AI + Data Forum2024-09-16
InstructLab lets contributors add domain skills or knowledge to a base open model without forking by using a taxonomy-driven workflow that generates…
Talk on
Design Thinking: Generative AI StyleOpen Source Summit Europe 20242024-09-16
An open-source agent system converts interview notes into ready-to-review agile artefacts: a product owner design thinker agent generates high-level epics and…
Talk on
InstructLab: Applying Open Source Methods to Building and Trai...Open Source Summit Europe 20242024-09-16
InstructLab claims a workflow to add domain contributions to an existing LLM without full forking or end-to-end fine-tuning, using a pipeline of taxonomy +…
Talk on
Fast & Furious: From Zero to Open Source Community in 9 WeeksOpen Source Summit Europe 20242024-09-16
A proof of concept gets a quantized Llama-style model running on a Mac, then IBM and Red Hat build a full pipeline: CLI, backend CI/CD, taxonomy-based data…
Talk on
Clear Your Own Path to Open Source MaintainerOpen Source Leadership Summit @ Open Source Summit North America 20232023-05-10
Practical roadmap for moving from first contribution to maintainer: use Helm and related projects (Kubernetes, OpenTelemetry) as case studies, follow the Helm…
Talk on
Helm Project 2022: How You Can Benefit, Ho...KubeCon + CloudNativeCon Europe 20222022-05-16
Helm 3.8 ships with OCI registry GA so charts can live in container registries (Docker Hub support lagging); Helm renders templates into Kubernetes manifests…
Talk on
Helm 3 Deep DiveKubeCon + CloudNativeCon North America 20192019-11-18
Helm 3 is released with no more Tiller and a client-only architecture; release metadata moves from ConfigMaps to per-namespace Kubernetes Secrets and follows…
Talk on
Library Charts New to Helm 3Helm Summit 20192019-09-11
Helm 3 adds a Chart.yaml type: library that marks charts as reusable definition-only artifacts so they are not installable and must be included as dependencies…
Talk on
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