Amazon MSK - Managed Streaming for Apache Kafka
A comprehensive reference for Amazon MSK: managed Kafka clusters, event streaming patterns, and integration with AI/ML data pipelines.
Event-Driven
Apache Kafka
What Kafka is, how it provides distributed event streaming, and when to choose Kafka for AI data pipelines.
Azure Event Grid - Serverless Event Routing
Azure Event Grid is a fully managed event routing service that enables event-driven architectures with publish-subscribe messaging across …
Azure Functions - Serverless Compute for Event-Driven AI Pipelines
Azure Functions is Microsoft's serverless compute platform that executes event-driven code without managing infrastructure, commonly used to …
Cloud Pub/Sub - Messaging and Event Streaming
Google Cloud Pub/Sub is a fully managed real-time messaging service for asynchronous event-driven architectures, data streaming, and service …
Google Cloud Functions - Serverless Event-Driven Compute
Google Cloud Functions is a lightweight serverless compute platform for building event-driven microservices and AI pipeline glue logic on …
Knative - Serverless Platform for Kubernetes
Knative is an open-source platform that extends Kubernetes to provide serverless workload management with automatic scaling to zero and …
Message Queue
What message queues are, how they decouple services, and when to use SQS versus other messaging patterns.
Node.js
The server-side JavaScript runtime created by Ryan Dahl in 2009, built on Chrome's V8 engine with an event-driven, non-blocking I/O …
Observer Pattern
A behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents …
Pub/Sub - Publish-Subscribe Pattern
What the pub/sub pattern is, how it enables event-driven architectures, and when to use SNS versus direct messaging.
Webhooks
Webhooks are user-defined HTTP callbacks that deliver real-time event notifications between web applications, a term coined by Jeff Lindsay …
Amazon EventBridge - Event-Driven AI Orchestration
Using Amazon EventBridge to connect AWS AI services, trigger pipelines from S3 events, and build loosely coupled multi-step workflows.
Event Sourcing
What event sourcing is, why it matters for AI audit trails and pipeline replay, its relationship to CQRS, and when to apply it in AI …
Event Sourcing and CQRS for AI Pipelines
Using event-driven architecture patterns for AI data pipelines: immutable event logs, replay capability, audit trails, and CQRS for …
AWS Lambda for AI Pipelines
Serverless inference, event-driven processing, and integration patterns with Bedrock, SageMaker, and Step Functions. Cost optimization for …
Event-Driven Architecture for AI
What event-driven architecture is, how S3 triggers, EventBridge, and Step Functions patterns enable scalable AI pipelines.
Serverless Computing
What serverless computing means, how Lambda, Fargate, and Step Functions fit AI workloads, and when serverless is and is not the right …