#aws

AWS managed service for creating, publishing, and managing REST, HTTP, and WebSocket APIs that act as entry points to Lambda functions and other backend services.

AWS serverless service providing access to foundation models from multiple providers (Anthropic, Meta, Mistral, Amazon) via unified API, without managing ML infrastructure.

AWS infrastructure as code framework that allows defining cloud resources using programming languages like TypeScript, Python, or Java, generating CloudFormation.

AWS native service for defining and provisioning infrastructure as code using YAML or JSON templates, with state management and automatic rollback.

AWS serverless NoSQL database with single-digit millisecond latency at any scale, ideal for applications requiring high performance and automatic scalability.

AWS container orchestration service that runs and scales Docker applications without managing the underlying cluster infrastructure.

AWS serverless event bus connecting applications using events, enabling decoupled event-driven architectures with rule-based routing.

Serverless compute engine for containers that eliminates server management, allowing Docker container execution paying only for consumed resources.

AWS identity and access management service controlling who can do what in your account, with granular policies based on the principle of least privilege.

AWS serverless compute service that runs code in response to events without provisioning or managing servers, automatically scaling from zero to thousands of concurrent executions.

AWS object storage service with 99.999999999% durability, unlimited scalability, and multiple storage classes for cost optimization.

AWS open-source framework for building serverless applications with simplified CloudFormation syntax, CLI for local development, and integrated deployment.

AWS pub/sub messaging service that distributes messages to multiple subscribers simultaneously, enabling fan-out patterns and notifications at scale.

AWS fully managed message queue service that decouples distributed application components, guaranteeing message delivery with unlimited scalability.

AWS serverless orchestration service that coordinates multiple services into visual workflows using Amazon States Language (ASL), with built-in error handling, retries, and parallel execution.

AWS framework with six pillars of best practices for designing and operating reliable, secure, efficient, and cost-effective cloud systems.

Chronicle of building a second brain with a knowledge graph, bilingual pipeline, and agent endpoints — in days, not weeks, and what that teaches about the gap between theory and working systems.

Practices and strategies to minimize cloud spending without sacrificing performance, including right-sizing, reservations, spot instances, and eliminating idle resources.

Amazon Linux-based devcontainer template for AWS-compatible development environments.

Architecture design for scaling a personal second brain to a production system with AWS serverless — from the current prototype to specialized use cases in legal, research, and community building.

Cloud computing model where the provider manages infrastructure automatically, allowing code execution without provisioning or managing servers, paying only for actual usage.

Personal lab for serverless architecture experiments: prototypes, patterns, and learnings about event-driven applications on AWS.

Production-ready serverless backend for a personal knowledge graph — DynamoDB, Lambda, Bedrock, MCP, Step Functions. The implementation of the architecture described in the 'From Prototype to Production' essay.

Open source SDK from AWS for building AI agents with a model-driven approach. Functional agents in a few lines of code, with multi-model support, custom tools, MCP, multi-agent, and built-in observability.

Key takeaways from Dr. Werner Vogels' final keynote at AWS re:Invent 2025, where he presents the Renaissance Developer framework and argues why AI will not replace developers who evolve.

Collection of 13 Terraform modules published on the Terraform Registry for deploying serverless architectures on AWS, with 12 examples covering basic ECS to full-stack CRUD with DynamoDB and AgentCore with MCP.