~/talks

Hugh McKee

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Test Driven Prompt Programming: How AI is Changing the Way We CodeDevDays Europe 20242024-05-20
Claims a workflow called Test Driven Prompt Programming that treats source files as prompts and uses AI to iterate to passing tests, showing concrete tools and…
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AI is Coming - Now What? Architecting the Future of SoftwareGeeCON 20242024-05-15
A design shows a fully event-driven micro-architecture built from three simple components that runs with 13 entities and uses choreography sagas, one-to-many…
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AI is Coming - Now What? Architecting the Future of SoftwareVoxxed Days Bucharest 20242024-03-27
An event-driven microservice demo uses 13 tiny services wired as choreography (commands→events→actions) to allocate stock, hunt backorders and reduce detailed…
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Micro-Mind Services: Building Complex Behavioral SystemsVoxxed Days Cluj 20232023-10-11
Claims a pure event‑driven architecture maps to neural-like behavior and shows concrete patterns and code that scale. Uses a KX-style SDK with three primitives…
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Micro Minds: Event-Driven Services Modeled as Neural Synaptic NetworksDevoxx Ukraine 2023: AI – Friend or Foe?2023-09-22
Argues that event-driven microservices can be designed like neural networks, wired as simple entities/actions/views that emit and transform events into…
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Event-Driven Services as Neural Synaptic NetworksDevConf.CZ 20232023-06-16
A working Earthship demo implements an event driven ecommerce system on the Calyx SDK platform, using Java entity services and actions wired into 13…
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Beyond Serverless: How Feature-Focused Platforms Streamline Your DXVoxxed Days Brussels 20232023-05-23
Compares four concrete platforms: Fermyon uses WebAssembly Spin CLI to go from cursor to deployed app in under two minutes; Dapr exposes component APIs for…
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Serverless Event-Driven Services for Spring DevelopersGeeCON 20232023-04-19
Uses Java and Spring-like annotations on the Kalix.io PaaS to build database-less, Kubernetes-less, ops-less serverless services that persist events, project…
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Welcome + Opening RemarksReactive Summit 20222022-10-25
Defines reactive systems as four practical properties: always responsive, scale up and down under load to handle spikes and save money, and stay responsive…
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The End of the Data Ice AgeReactive Summit 20222022-10-25
Argues that the hot-vs-cold data split is solvable by running per-entity state in memory and shows Java demos that implement event-sourced entities…
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The End of the Data Ice AgeVoxxed Days Cluj-Napoca 20222022-10-05
Argues that moving data into a continuously hot state inside compute removes decades of round trips between app and database and shows a working event-driven…
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How Secure Serverless Microservice Platforms Completely Change Dev & OpsDevoxx Ukraine 2022: Secure our Future2022-09-02
Compares Fly.io, Dapr and Calyx and shows a working Calyx demo that allocates stock without transactions: protobuf + Java + Maven generates entities, views and…
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Key-Value, Event-Sourcing, Cqrs, Pub/Sub as a Service, Java, JavascriptDevDays Europe 20222022-04-27
Shows a working order-processing Java demo that wires key-value entities, event-sourced aggregates, CQRS read views and pub/sub actions into cascading…
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Java: From Stateless-Serverful to Stateful-ServerlessDevoxx Ukraine 20212021-11-19
Argues that replacing stateless-serverful with stateful-serverless cuts database IO by keeping per-entity state hot in memory and using a single-writer model…
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AkkaCluster and AkkaTyped DeepDive Into the ActorModelWith a BitofEyeCandy.Devoxx Ukraine 20202020-11-05
Four Java projects on GitHub (mckeeh3) boot a nine-node local Akka cluster with scripts, a web dashboard eye candy, and progressively add Akka Typed features…
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7 Reasons why your microservices should use Event Sourcing & CQRSVoxxed Days Cluj-Napoca 20192019-10-30
Seven concrete reasons: using an event store means commands append immutable events (inserts only) so writes are extremely fast and replayable; read models are…
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Building Stateful Clustered Microservices with Java, Actors, and KubernetesVoxxed Days Cluj-Napoca 20192019-10-30
Java microservice uses Akka actors plus Kubernetes to run a stateful clustered shopping-cart demo that actually works: a Maven build produces a Docker image…
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7 Reasons why your microservices should use Event Sourcing & CQRSVoxxed Days Microservices 20192019-10-21
Advocates using Event Sourcing + CQRS to store state as an insert‑only event log and maintain a separate read model that can be rebuilt by replaying events…
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The Evolution From Monolith to Microservices to Serverless and BeyondVoxxed Days Microservices 20192019-10-21
Argues the architecture trend moves from coarse monoliths toward ever finer units because that increases innovation velocity, citing HP’s ~50k servers at…
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7 Reasons why your microservices should use Event Sourcing & CQRSRiga Dev Days 20192019-05-29
Argues seven concrete reasons to choose Event Sourcing + CQRS for microservices: replace CRUD with an append-only event store (keyed by entity ID + sequence)…
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Opening CeremonyScalapeño 20182018-07-02
Conference opens with logistics and local stats then pivots to concrete engineering wins: a local startup rewrites a monolithic Java Spring/Hibernate system…
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Safe Passage: Messaging in Microservice EnvironmentsScalapeño 20182018-07-02
Describes concrete messaging choices: use consumer pull into an event log so producers only append and consumers recover offsets, avoiding non‑transactional…
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Safe Passage: Messaging in a distributed systems environmentJavaDay Ukraine 20172017-11-04
Explains why distributed message delivery fails in predictable ways and which fixes actually work: use an event log (push or pull) to close the…
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