~/talks

Abdel Sghiouar

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Taming Agentic AI: Run Rogue Code Safely on Kubernetes with Agent SandboxAI-fokus 20262026-05-19
Kubernetes-native Agent Sandbox runs untrusted agent-generated code inside ephemeral pods backed by a CRD-based template system and a Python client SDK that…
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Optimizing LLM Inference for the Rest of UsVoxxed Days Bucharest 20262026-04-28
Kubernetes workflows for LLM inference focus on concrete fixes: separate prefill vs decode to match CPU-bound and memory-bound phases, measure time to first…
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Coding with ADK to beat a text adventure gameGoogle Cloud Next '262026-04-22
Live demo builds a Python agent with the Agent Development Kit, connects via Vertex AI or AI Studio to Gemini 2.5 Flash, reads the game’s OpenAPI spec, and…
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Introducing Kubernetes Resource Orchestrator (KRO)KubeCon + CloudNativeCon India 20252025-08-06
KRO exposes a declarative resource graph definition (RGD) API that generates native Kubernetes objects (deployment, service, ingress) plus cloud CRDs…
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⚡ Lightning Talk: Introducing LLM Instance Gateways for Efficient Inference ServingCloud Native + Kubernetes AI Day Europe 20252025-04-01
A Gateway API extension called LLM Instance Gateways exposes model-aware routing by extracting the model name from request bodies and steering traffic via an…
Lightning on
Proxies, Gateways, and Service Mesh. Why Are Words So Confusing?Cloud Native University 20252025-04-01
Bold claim: everything is a proxy—load balancers, API Gateways, Gateways, service meshes all sit between client and server and can read, modify, rate‑limit…
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Yes You Can Run LLMs on KubernetesKubeCon + CloudNativeCon Europe 20252025-04-01
Deploys a Gemma 3 1B model as a Kubernetes Deployment using vLLM image on GKE Autopilot, requesting 4 CPU, ~20GB RAM, 1 GPU and 20GB ephemeral storage; model…
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This is why we can't have nice things!BlaBlaConf 20252025-02-03
Argues that small, local tech choices create global pain: ancient protocols and design tradeoffs force brittle workarounds. Cites SMTP retries take up to five…
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Our dependency on Open Source is scary. SLSA, SBOM and Sigstore to the rescueContainerDays Conference 20242024-09-03
Project supply chains are full of surprising failure modes: a backdoor in XZ, SolarWinds cascading to national infrastructure, and a Swedish supermarket outage…
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Introduction to Distributed ML Workloads with Ray on KubernetesAI_dev: Open Source GenAI & ML Summit Europe 20242024-06-19
Introduces Ray core concepts (actors, tasks) and shows running Ray on Kubernetes using the KubeRay operator, translating Ray jobs into Kubernetes CRDs and…
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Workshop: Working with Gemma and Open LLMs on Google Kubernetes...AI_dev: Open Source GenAI & ML Summit Europe 20242024-06-19
Hands‑on workshop that provisions a RAG app via Terraform on Google Kubernetes Engine, fine‑tunes and serves Gemma fine-tunable models pulled from Hugging Face…
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Reflections on a decade of k8s. How it has been and what the future is holding.KCD Zürich 20242024-06-13
Kubernetes starts as a decade-old abstraction that promises eventual consistency and keeps simplifying itself — the community recently removed 1.07 million…
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Practical guides for enhacing your Software Supply Chain SecurityKCD Barcelona 20242024-06-13
Claims a 650% rise in OSS supply‑chain attacks (2021), 81% of commercial code having OSS vulnerabilities, and that ~45% of orgs face supply‑chain attacks by…
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Modern Development of Cloud Applications With Service WeaverDevDays Europe 20242024-05-20
Service Weaver claims to let Go code be written as a single modular binary that can later be split into microservices or kept monolithic, and it actually…
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Hands-on-lab: It's all about going hands-on with Generative AI!GeeCON 20242024-05-15
Live demos show Java calling Google Cloud AI via LangChain4J and Vertex AI, using Gemini Pro for multimodal chat and image captioning and running open weight…
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Proxies, Gateways, and Service Mesh. Why Are Words so Confusing?JCON EUROPE 20242024-05-13
Bold claim: everything is a proxy or, if not, a VPN. Demonstrates by writing a tiny Rust proxy that listens on 8100 and forwards to 8000, then boots Nginx to…
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Practical Guides for Enhancing Your Software Supply Chain SecurityVoxxed Days Bucharest 20242024-03-27
Practical, hands on steps to secure CI/CD with concrete tools and checks are demonstrated including cosign image signing, SBOM generation (CycloneDX/SPDX), and…
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Software Supply Chain Security for those in a rushVoxxed Days Thessaloniki 20232023-11-24
Supply-chain attacks exploit shared dependencies: SolarWinds leads to the Colonial Pipeline outage, a CA patch causes Coop to close ~700 stores for 24 hours…
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Service Mesh for developersVoxxed Days Thessaloniki 20232023-11-24
Istio runs as a control plane (istiod) that programs Envoy sidecars per pod to do routing, observability (Kiali) and auth; the demo shows declarative traffic…
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PremiereConf42 Kube Native 20232023-09-28
A 14-minute premiere compiles short demos and claims: multi-cluster ops across six regions maintaining over 100,000 reverse tunnels, ambient-mesh/istio ambient…
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Introduction to Ambient MeshConf42 Kube Native 20232023-09-28
Ambient Mesh replaces per-pod sidecars with a per-node proxy and a per-namespace proxy to avoid restarting workloads and cut overhead: a z-tunnel (Rust)…
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SLSA, SigStore, SBOM & Software Supply Chain Security. What does it all mean?Copenhagen Developers Festival 20232023-08-28
Explains concrete defenses: use sigstore/cosign to sign container images (demo signs images with a KMS key and optional transparency log), attach and sign an…
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