~/talks

Mete Atamel

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Tour of Agent Protocols: MCP, A2A, AG-UI, A2UINDC Copenhagen 20262026-06-01
Covers four concrete protocols with code and live demos: MCP for exposing tools, resources, prompts via fastmcp 2.0 over standard IO or streamable HTTP…
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Tour of Agent Protocols: MCP, A2A, AG-UI, A2UIJNation 20262026-05-26
Covers four protocols with concrete demos and tooling: MCP servers (Fast MCP 2.0, Gemini CLI, MCP Inspector) showing a document server where a prompt calls…
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Beyond the Prompt: Evaluating, Testing, and Securing LLM ApplicationsVoxxed Days Crete 20252025-09-26
Evaluates LLM apps using concrete tools and numbers: uses Vertex AI Evaluation, DeepEval and Promptfoo for metrics, and LLM Guard plus Model Armor for…
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Beyond the Prompt: Evaluating, Testing, and Securing LLM ApplicationsNDC Copenhagen 20252025-09-08
Shows practical evaluation and security patterns for LLM apps using Vertex AI Evaluation, DeepEval, and Promptfoo with runnable code and SpeakerDeck slides…
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Beyond the Prompt: Evaluating, Testing, and Securing LLM ApplicationsNDC Oslo 20252025-05-19
Shows how changing prompts or RAG pipelines requires measurement and gives concrete tools and results: uses Vertex AI Evaluation, DeepEval and Promptfoo to run…
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Avoid common LLM pitfallsPorto Tech Hub Conference 20242024-11-26
Covers concrete fixes: use frameworks like LangChain with PDF splitting into 500‑char chunks and 100‑char overlap, embed into a vector DB (example uses…
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Techniques to avoid common LLM pitfallsHeapcon 20242024-11-07
Overview of actionable fixes: use Retrieval-Augmented Generation (RAG) to ingest private PDFs (example uses 500-char chunks with 100-char overlap, embeddings…
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Techniques to avoid common LLM pitfallsVoxxed Days Thessaloniki 20242024-10-18
Demonstrates concrete fixes: use Gemini 1.5: 2 million token context for huge inputs, ground outputs with Google Search or Vertex AI Search, or run a RAG…
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Avoid common LLM pitfallsDevoxx Belgium 20242024-10-07
Shows a working lineup of fixes: uses Gemini 1.5 Pro 1M+ context (demo claims 32k, 128, 1M and now 2M windows), builds a PDF-to-RAG pipeline with LangChain RAG…
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Lessons Learned Building a GenAI Powered AppNDC Oslo 20242024-06-10
A GenAI quiz app called Quic generates quizzes and images using Gemini Ultra and image‑gen v2, hosts UI with Flutter and Cloud Run and stores state in…
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Lessons Learned Building A GenAI Powered AppJCON EUROPE 20242024-05-13
Case study of an AI-powered trivia app that generates quizzes with Gemini Ultra and images with ImageGen v2, running on Google Cloud Run (Flutter UI, Flask…
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WebAssembly beyond the browserVoxxed Days Thessaloniki 20232023-11-24
WebAssembly runs outside the browser with concrete tradeoffs: runtimes like Wasmtime, WasmEdge, Wasmer execute tiny, fast modules that start with almost no…
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Open Standards for Building Event-Driven Applications in the CloudJCON WORLD ONLINE 20232023-11-20
Demonstrates that CloudEvents provides a concrete event envelope for routing (supports binary and structured modes, JSON/Protobuf, HTTP/Kafka bindings) and…
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WebAssembly beyond the browserDevfest Strasbourg 20232023-11-15
WebAssembly runs outside the browser by compiling to wasm32-wasi and running on runtimes like Wasmtime, WasmEdge or Wasmer; a Rust example uses wasm32-wasi and…
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WebAssembly beyond the browsercode.talks 20232023-09-14
Claim: WebAssembly modules compile once and run everywhere but current limits matter. Examples include compiling Rust to wasm32-wasi, running the same .wasm…
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WebAssembly Beyond the BrowserJCON Europe 20232023-06-20
WebAssembly runs outside the browser today using runtimes like Wasmtime, WasmEdge and Wasmer, compiled from Rust, TinyGo and .NET into .wasm modules; demos…
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Choreography vs Orchestration in serverless microservicesHeapcon 20222022-11-03
Compares direct calls, event-driven messaging and a central orchestrator with concrete tooling and demos: uses Cloud Functions, Cloud Run, mathjs and Google…
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Serverless beyond functionsVoxxed Days Cluj-Napoca 20222022-10-05
Shows concrete comparisons: first‑gen functions (HTTP triggers, ~1–10 min, cold starts) versus containers via Cloud Run (up to 4 CPU/16 GB, adjustable…
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Choreography vs Orchestration in serverless microservicescode.talks 20222022-09-15
Compares three concrete patterns and shows working demos: Google Cloud Workflows orchestrates Cloud Run, Cloud Functions and external APIs (SendGrid via Secret…
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Serverless landscape beyond functionsJNation 20222022-06-07
Argues that serverless now covers containers, orchestration and eventing, not just functions, and demonstrates a working pipeline: Eventarc triggers Workflows…
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Serverless Landscape Beyond FunctionsJava Day Istanbul 20222022-05-27
Examines serverless architectures beyond simple HTTP-triggered functions, covering running containers and full apps serverlessly, grouping functions behind API…
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Choreography vs Orchestration in serverless microservicesVoxxed Days Zürich 20222022-05-17
Compares event-driven choreography with centralized orchestration using concrete Google tooling: Google Workflows calling Cloud Functions, Cloud Run and…
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Build an event-driven orchestration with Eventarc and WorkflowsGoogle I/O 20222022-05-11
Shows how to orchestrate image processing by wiring Eventarc triggers to a Workflows YAML that calls four HTTP Cloud Functions (filter, labeler, resizer…
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Choreography vs Orchestration in serverless microservicesJfokus 20222022-05-02
Compares three concrete architectures and shows working demos that wire Cloud Functions, Cloud Run, external APIs and connectors into Google Cloud Workflows…
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Serverless landscape beyond functionsVoxxed Days Bucharest 20222022-03-23
Claim: serverless now runs beyond short functions to containers, orchestration and hybrid VMs. Examples: Cloud Run (HTTP containers, up to 60m, concurrency…
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Choreography vs Orchestration in serverless microservicesNDC Oslo 20212021-11-29
Compares Pub/Sub event choreography versus centralized Cloud Workflows orchestration by rebuilding a photo‑sharing app: original pipeline uses Cloud Storage…
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Choreography vs Orchestration in serverless microservicesDevoxx Ukraine 20212021-11-19
Compares an event-driven Picadilly app (Cloud Storage, Cloud Functions, Cloud Run, Pub/Sub, Eventarc, Cloud Scheduler, Vision API, Firestore) with a Google…
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Choreography vs Orchestration in serverless microservicesBuild Stuff 20212021-11-17
Compares event-driven choreography with a central orchestrator and shows a concrete rewrite: an event-heavy image app called Pika Daily is converted to…
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Choreography vs Orchestration in serverless microservicesJCON-ONLINE 20212021-10-05
Photo-sharing app moves from messy event-driven wiring (Pub/Sub/Eventarc plus Cloud Functions, Cloud Run, Firestore, Vision API) to a central orchestrator…
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Event-driven serverless architectures using Knative and Cloud Run.Devoxx Ukraine 20202020-11-05
Knative Serving deploys containers with auto-scales to zero after 60s, revision names and traffic splitting; Knative Eventing uses CloudEvents, a broker +…
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Event-driven serverless architectures using Knative and Cloud RunNDC Sydney 20202020-08-31
Explains how Knative Serving plus Knative Eventing and managed Cloud Run run containers serverless with real features: revision-based deploys, traffic…
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Eventing with Knative and Cloud Run: From Basics to AdvancedNDC Oslo 20202020-06-08
Deploys containers with Knative Serving and wires events with Knative Eventing on Kubernetes (Cloud Run-compatible), showing actual YAMLs, a ping source…
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An app modernization story with Cloud Run.NET fwdays'20 online conference2020-04-11
App starts as an ASP.NET 4.6 monolith on IIS then moves to Compute Engine VMs, App Engine Flex, and finally Cloud Run; containers built with Docker, deployed…
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Serverless containers with Knative and Cloud RunNDC London 20202020-01-27
Shows that containers can run serverless with Knative serving & eventing and as a fully managed service on Cloud Run managed. Demonstrates concrete stack…
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Cloud Run, serverless containers in actionDevoxx Belgium 20192019-11-04
The “serverless” buzzword was popularized thanks to FaaS platforms (Function-as-a-Service). However, serverless goes beyond just functions. Even traditional…
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Serverless with KnativeNDC Oslo 20192019-06-17
Knative adds serving, build, and eventing on top of Kubernetes so containers get automatic revisions, routing and autoscale. Demos show a C# service that…
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Serverless with KnativeShift Dev 20192019-05-30
Shows Knative serving, eventing and build with live demos: deploys a C# Docker image via kubectl, creates revisions, and uses traffic splitting and autoscale…
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Serverless with KnativeNDC Minnesota 20192019-05-06
Knative 0.5 runs on Kubernetes with Istio or Gloo for routing and turns containers into serverless services with automatic auto-scale to 0, config-driven…
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Serverless with KnativeVoxxed Days Milano 20192019-04-13
Knative runs on Kubernetes with Istio and GKE and demonstrates real, working demos: a .NET HelloWorld image on Docker Hub that auto-deploys as a Knative…
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Serverless with KnativeFOSSASIA Summit 20192019-03-14
Knative extends Kubernetes with concrete middleware so developers get container-based serverless without vendor lock in using Knative Serving to deploy…
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Serverless with KnativeNDC London 20192019-01-30
Knative extends Kubernetes with three concrete components—serving, eventing, build—and the demo shows each in action: Knative Serving deploys containers on…
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Stop reinventing the wheel with IstioVoxxed Days Microservices 20182018-10-29
Installs via kubectl apply on a Kubernetes cluster (needs >=1.8, the demo uses ~4 VMs) and deploys Envoy sidecars so every pod gets a sidecar proxy; control…
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Google Assistant powered by Containers, Machine Learning and NET on Google CloudDevFest Ukraine 20182018-10-12
Demo builds a Google Home action that routes Dialogflow intents to a .NET container on App Engine, calls Google Custom Search, analyzes images with the Vision…
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Google Home meets .NET containers on Google Cloud.NET Conf 20182018-09-12
A Dialogflow app routes Google Assistant requests to an HTTP webhook that runs an ASP.NET Core on App Engine container (also deployable to GKE), mapping intent…
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Stop Reinventing the Wheel with IstioDevOps Pro Vilnius 20182018-06-18
Istio claims to make microservices production ready by inserting Envoy sidecar proxies and central control like pilot and mixer to push routing, telemetry and…
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Google Home meets .NET containers on Google CloudNDC Oslo 20182018-06-11
Connects Google Home to a .NET container via Dialogflow webhook and deploys the container on App Engine or Kubernetes Engine; uses Cloud Vision for image…
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Stop reinventing the wheel with IstioNDC Oslo 20182018-06-11
Installs Istio 0.8 onto a four-node GKE cluster, injects Envoy sidecars and runs the bookinfo demo with three review versions (v1/v2/v3). Control plane…
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Stop reinventing the wheel with IstioCodemotion Amsterdam 20182018-05-08
Containers provide a consistent environment to run services. Kubernetes help us to manage and scale our container cluster. Good start for a loosely coupled…
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Running .NET Containers on Google CloudNDC London 20182018-01-15
Shows concrete steps to run ASP.NET Core containers on Google Cloud using App Engine Flex (auto-scales from 2 to 20 VMs) and Google Kubernetes Engine (managed…
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Apache Beam and Google Cloud DataFlowGDG DevFest Ukraine 20172017-10-13
Claims that Apache Beam provides a unified model for batch and stream processing and that Google Cloud Dataflow runs Beam pipelines as a fully managed service…
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Take your ASP.NET apps to the next level with Google Cloud PlatformNDC Sydney 20172017-08-14
Moves the Contoso University ASP.NET MVC5 app to Google Cloud by provisioning a Windows Server VM and a SQL Server VM on Compute Engine and publishing directly…
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Building ASP.NET apps on Google CloudNDC Oslo 20172017-06-14
Migrates a Contoso University ASP.NET MVC app to Google Cloud by provisioning a Compute Engine Windows VM with ASP.NET and a SQL Server VM, publishing straight…
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Resilient microservices with KubernetesVoxxed Days Singapore 20172017-06-02
Builds a minimal ASP.NET Core on Linux web app, creates a Docker image, pushes it to Google Container Registry, then provisions a GKE cluster with gcloud and…
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Introduction to gRPCCodemotion Amsterdam 20172017-05-16
gRPC uses HTTP/2 plus protocol buffers to replace JSON/REST for lower latency and smaller payloads; measured migration on Pub/Sub shows roughly 3x throughput…
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Resilient Java based microservices with KubernetesVoxxed Days Vienna 20172017-03-16
Builds a small dotnet core app then packages it as a Docker image pushed to gcr.io, creates a one‑node GKE cluster with gcloud create cluster and deploys via…
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