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Public Cloud Provider. Amazon Web Services

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Architectural Context

Detailed reference for Public Cloud Provider. Amazon Web Services in the context of Cloud Providers (Hyperscalers).

Deep-Dive Topic Pages

Serverless · Storage · Networking · Security · IaC · Backup · New Features

AI Agents And MCP

Cloud AI Platforms

Amazon Bedrock And Sagemaker AI

  • (2026) Amazon Bedrock 🌟🌟🌟🌟🌟 [AI] [CLOUD-AI] [DE FACTO STANDARD] [ENTERPRISE-STABLE] [GPU] [LLM] [MCP] — Curator Insight: AWS's flagship fully managed serverless platform for foundation models, enterprise RAG Knowledge Bases, Guardrails, and multi-agent collaboration. Live Grounding: Eliminates idle GPU cluster management while integrating natively with Amazon Bedrock AgentCore and Amazon EKS microservices via AWS IAM Roles for Service Accounts (IRSA) and Pod Identity.
  • (2026) Amazon Bedrock AgentCore 🌟🌟🌟🌟🌟 [AI] [CLOUD-AI] [DE FACTO STANDARD] [ENTERPRISE-STABLE] [MCP] — Curator Insight: AWS's flagship enterprise platform for deploying, governing, and scaling autonomous AI agents in production without managing cluster infrastructure. Live Grounding: Features MicroVM-isolated serverless runtimes with 8-hour execution windows, managed short- and long-term session memory, an AgentCore Gateway that turns OpenAPI/Lambda endpoints into MCP servers, and fine-grained AWS IAM Identity Center governance.
  • (2026) Strands Agents SDK ⭐ 9055 🌟🌟🌟🌟🌟 [AI] [CLOUD-AI] [DE FACTO STANDARD] [ENTERPRISE-STABLE] [MCP] — Curator Insight: Open-source, model-driven agent framework created by AWS for building production AI agents with minimal boilerplate. Live Grounding: Supports native Model Context Protocol (MCP) tools, OpenTelemetry observability, and portable execution across Amazon Bedrock AgentCore, AWS Lambda, and Amazon EKS.
  • (2026) Amazon Bedrock Samples ⭐ 1532 🌟🌟🌟🌟🌟 [AI] [CLOUD-AI] [DE FACTO STANDARD] [ENTERPRISE-STABLE] [GUIDE] [LLM] — Curator Insight: Official AWS collection of production architectures and blueprints for Amazon Bedrock. Live Grounding: Covers multi-agent orchestration, Knowledge Bases (managed RAG), Guardrails safety policies, model evaluation, and hybrid integration with Amazon EKS microservices.
  • (2026) AI on EKS (AWS Labs) ⭐ 228 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [CLOUD-AI] [DE FACTO STANDARD] [ENTERPRISE-STABLE] [GPU] [IAC] [LLM] [MLOPS] — Curator Insight: Official AWS Labs infrastructure-as-code blueprints for running high-scale GenAI and ML workloads on Amazon EKS. Live Grounding: Provides production-tested Terraform and Argo CD templates for vLLM, Ray (KubeRay), Kueue, NVIDIA GPU/AWS Trainium/Inferentia scheduling, and hybrid integration with Amazon SageMaker HyperPod and Bedrock.
  • (2026) Amazon Bedrock Agent Samples ⭐ 814 🌟🌟🌟🌟 [AI] [CLOUD-AI] [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [MCP] — Curator Insight: Curated AWS Labs repository providing end-to-end implementation patterns for stateful AI agents on Amazon Bedrock and Bedrock AgentCore. Live Grounding: Demonstrates tool-use orchestration, memory persistence, MCP server integration, and enterprise security boundaries.

AWS Developer Blog

AWS Management Console

  • Working with the AWS Management Console 🌟 [COMMUNITY-TOOL] — Technical documentation and implementation reference for Working with the AWS Management Console covering AWS Management Console in AWS (docs.aws.amazon.com).

Blogs

  • aws.plainenglish.io 🌟 [COMMUNITY-TOOL] — Technical documentation and implementation reference for aws.plainenglish.io covering Blogs in AWS (aws.plainenglish.io).
  • AWStip.com 🌟 [COMMUNITY-TOOL] — Technical documentation and implementation reference for AWStip.com covering Blogs in AWS (awstip.com).

Cloud Computing

AWS

Architecture and Guides

  • (2026) The Open Guide to Amazon Web Services ⭐ 36426 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A massive, crowd-sourced encyclopedia offering highly critical, unvarnished technical reference material for AWS services. Distinct from official docs, it focuses on real-world engineering constraints, pricing trade-offs, and operational gotchas across storage, compute, and networking layers.
  • (2026) Implementing Microservices on AWS 🌟 [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — The premier AWS whitepaper defining the patterns, architectures, and execution strategies for deploying microservices. It covers decomposition patterns, decentralized data management, domain-driven boundaries, service discovery, and inter-service messaging schemes.
  • (2026) dev.to: Disaster Recovery Cheat-sheet/Write-up 🌟 [COMMUNITY-TOOL] — A disaster recovery reference sheet translating AWS Well-Architected DR metrics (RTO and RPO) into specific execution patterns. It compares pilot light, warm standby, and active-active multi-region failover models.
  • (2026) dev.to: Best Practices When Designing AWS Architecture 🌟🌟 [COMMUNITY-TOOL] — A deep dive into the operational best practices of the AWS Well-Architected Framework. Key topics include decoupling architectural dependencies, horizontal scaling mechanisms, and programmatic resource orchestration.

CICD and DevOps

Containers

  • (2026) aws/containers-roadmap: AWS Containers Roadmap ⭐ 5350 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The open-source public roadmap for AWS container services (ECS, EKS, ECR). It bridges developer requirements with core AWS engineering teams, offering a transparent ledger of feature designs, active developments, and historical releases.
  • (2026) thenewstack.io: The AWS Shared Responsibility Model for Kubernetes [COMMUNITY-TOOL] — An analytical overview dissecting the limits of responsibility when managing containerized infrastructure on AWS. It contrasts the delineation of security controls between self-managed EC2 EKS node groups, managed node groups, and AWS Fargate abstractions.
  • (2026) lastweekinaws.com: 17 More Ways to Run Containers on AWS [COMMUNITY-TOOL] — A pragmatic, humorous breakdown of the sheer density of execution pathways for running containerized workloads on AWS. The catalog contrasts core options like ECS, EKS, App Runner, and Lightsail with lesser-known combinations, advising on cost and operational footprints.
  • (2026) vladionescu.me: Scaling containers on AWS in 2022 (comparison) [ADVANCED LEVEL] [COMMUNITY-TOOL] — A benchmarking comparison of container orchestration engines on AWS. It evaluates cold-start limits, container provisioning metrics, and control plane auto-scaling responsiveness between ECS and EKS under enterprise workloads.

Infrastructure

  • (2026) AWS Local Zones locations [DOCUMENTATION] [COMMUNITY-TOOL] — Official matrix detailing geographic distributions and architectural specifications of AWS Local Zones. Designed for low-latency processing, these zones deploy compute, storage, and database services adjacent to major industrial hubs, bridging Edge topologies with core Regions.
  • (2026) AWS Marketplace [DOCUMENTATION] [COMMUNITY-TOOL] — The centralized enterprise portal cataloging certified third-party software, AMI definitions, and SaaS integrations compatible with AWS workloads. It serves as an procurement platform, simplifying image provisioning and licensing configurations.
  • (2026) cloudonaut.io: EC2 Checklist: 7 things to do after launching an instance [COMMUNITY-TOOL] — An architectural checklist outlining critical optimization practices immediately following EC2 virtual machine instantiation. It targets key parameters like security group isolation, IAM roles, cloud-init configuration, dynamic DNS mapping, and EBS volume performance tuning.
  • (2026) AWS Architecture Blog: What to Consider when Selecting a Region for your' Workloads [ADVANCED LEVEL] [COMMUNITY-TOOL] — Core architectural guidance for choosing geographic AWS regions for enterprise workloads. It details standard evaluation criteria including strict data residency mandates, latency budgets relative to end-users, service availability disparities, and cost profiling.
  • (2026) Building highly resilient applications with on-premises interdependencies using AWS Local Zones [ADVANCED LEVEL] [LEGACY] — An enterprise resilience design guide integrating AWS Local Zones with legacy on-premises systems. It addresses key edge architectures, detailing hybrid replication strategies, localized failovers, and latency-sensitive synchronization protocols.

Learning and News

  • (2026) aws.amazon.com/new: What's New with AWS? [DOCUMENTATION] [COMMUNITY-TOOL] — Duplicate stream of AWS release announcements tracking core architecture, security, and developer ecosystem changes across globally distributed infrastructure zones.
  • (2026) AWS Ramp-Up Guides [DOCUMENTATION] [COMMUNITY-TOOL] — Curated, structured training roadmaps provided by AWS experts to build capability across role-based boundaries (Architect, Developer, DevOps). These paths organize disparate services into digestible, progressive educational units.
  • (2026) dashbird.io: Get started and keep using AWS for free [COMMUNITY-TOOL] — A granular guide explaining strategies to optimize workload structures to remain within AWS Free Tier limits indefinitely. Ideal for early-stage prototyping, it details usage ceilings across EC2, Lambda, S3, and RDS.
  • (2026) linkedin pulse: Listado de todos los Servicios de AWS (actualizado 1 de' Enero 2021) [COMMUNITY-TOOL] — A comprehensive directory of AWS services cataloged sequentially in Spanish. While highly structured, cloud practitioners should cross-reference with active product documentations to account for subsequent service refactoring and naming changes.
  • (2026) intellipaat.com: What is AWS? [COMMUNITY-TOOL] — An introductory guide mapping AWS fundamentals, key global infrastructure concepts, and core service offerings (compute, database, and storage abstractions) tailored for engineering personnel initiating cloud transitions.
  • (2026) amazon.qwiklabs.com/catalog [DOCUMENTATION] [COMMUNITY-TOOL] — The portal for official interactive AWS learning environments. It provides isolated sandboxed accounts for executing practical technical labs spanning serverless orchestration, database scaling, container networking, and security auditing.
  • (2026) freecodecamp.org/news/tag/aws [COMMUNITY-TOOL] — A dynamic curriculum stream aggregating tutorials focused on AWS design patterns, architectural fundamentals, and software development SDK integrations.
  • (2026) Jayendra's Blog 🌟🌟 [COMMUNITY-TOOL] — An authoritative engineering study portal focusing on AWS architectures, credential prep, and deep technical summaries of service dependencies. Valuable for validation of edge-case service limits.
  • (2026) Everything AWS | Search and discover 6K+ quality AWS repositories [COMMUNITY-TOOL] — An open-source exploration platform indexing over 6,000 AWS repositories. It assists platform architects in discovering community-validated CDK constructs, deployment templates, and cloud helper scripts.
  • (2026) dev.to: Many free and useful AWS official Dev and User guides! [COMMUNITY-TOOL] — A curated index compiling official AWS developer guides. It categorizes reference specifications across compute, messaging, and database domains to streamline engineering onboarding.
  • (2026) Amazon Web Services Youtube [COMMUNITY-TOOL] — The main streaming resource channel for AWS, housing re:Invent presentations, high-level architecture reviews, and deep product feature walkthroughs.
  • (2026) AWS Tutorial Series [COMMUNITY-TOOL] — Educational video series focused on practical system designs on AWS, covering target configurations across networking, security policies, and standard infrastructure frameworks.
  • (2026) AWS Webinar Channel [COMMUNITY-TOOL] — Interactive webinar collection focusing on corporate cloud migration patterns, cost containment strategies, and AI workloads optimization within AWS environments.
  • (2026) AWS Podcasts [COMMUNITY-TOOL] — The official audio podcast network providing runtime updates, expert discussions, and inside perspectives on architectural patterns directly from AWS developers and clients.
  • (2026) AWS Techchat [COMMUNITY-TOOL] — Region-specific developer chat podcast providing quick insights, technological reviews, and platform trend discussions for engineers working across the APJ region.
  • (2026) The AWS Developer Blog now includes Python & GoLang [COMMUNITY-TOOL] — The core technical blog for AWS developer tooling, highlighting standard SDK architectures for Python and Go, performance benchmarks, and asynchronous pipeline developments.

Security

  • (2026) docs.aws.amazon.com: The AWS Security Reference Architecture [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — The foundational blueprint for enterprise security governance in AWS. It covers multi-account Landing Zone topologies, IAM Delegations, AWS Organizations integration, Control Tower configurations, and architectural guardrails to assure regulatory compliance.

Serverless

  • (2026) serverlessland.com [DOCUMENTATION] [COMMUNITY-TOOL] — The premier AWS-managed serverless knowledge hub. It serves as an architectural repository for designing events, writing Lambda configurations, orchestrating Step Functions, and keeping abreast of serverless pattern trends globally.

Cloud Infrastructure

AWS (1)

DNS and Domain Management

Route 53
  • (2021) How do I transfer a domain to AWS from another registrar? [DOCUMENTATION] [COMMUNITY-TOOL] — A granular tutorial on migrating DNS management to Amazon Route 53 from external registrars. While straightforward, real-world deployment requires careful TTL planning and nameserver transition strategies to prevent query dropouts and route interruptions during migration.

Network Management

  • (2019) aws.amazon.com: Network operations with AWS Network Manager [DOCUMENTATION] [COMMUNITY-TOOL] — Focuses on AWS Network Manager as a single pane of glass for monitoring global hybrid networks. Live cloud architectures utilize Network Manager to synthesize telemetry from AWS Transit Gateway, SD-WAN devices, and on-premises branch offices into actionable alerts.

Resources

  • (2026) Awesome AWS 🌟 ⭐ 14193 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The premier reference catalog for Amazon Web Services (AWS), containing curated libraries, open-source utilities, and official whitepapers. It covers key compute, storage, networking, and serverless components. It is universally recognized as the gold standard resource for AWS-centric platform engineering teams seeking validated architectural patterns.

AWS Automation

Serverless Orchestration

  • (2026) Enhanced Local IDE Experience for AWS Step Functions [COMMUNITY-TOOL] — Details local IDE integration utilities for designing and tracing AWS Step Functions. Enhances developer inner-loops by rendering local visual workflow representations and offering live Amazon States Language schema validation directly in-editor.

AWS Ecosystem

Audio Learning

  • (2026) Stitcher AWS Podcasts [COMMUNITY-TOOL] — Stitcher repository hosting the AWS Podcast network. Features architectural retrospectives, engineering deep-dives, and service evolution analyses presented by active cloud product managers.

Open Source Strategy

  • (2026) infoworld.com: Amazon’s quiet open source revolution [COMMUNITY-TOOL] — An analytical exploration detailing AWS's transition from open-source software consumer to an active co-developer and primary maintainer. Discusses strategic projects like OpenSearch and Valkey, examining the structural tension and evolving relationships between public clouds and software vendors.

Presentation Resources

  • (2026) slideshare.net/AmazonWebServices [DOCUMENTATION] [LEGACY] — AWS SlideShare platform resource aggregating architectural blueprints, slide decks, and high-impact event summaries. While SlideShare represents a legacy presentation vector, it serves as a historic archive for tracking AWS service launch topologies and historical enterprise cloud migration case studies.

Social Channels

  • (2026) twitter.com/awscloud [COMMUNITY-TOOL] — Official AWS communication broadcast feed utilized for instant notification of novel system capabilities, security alerts, and broad strategic initiatives across the AWS global infrastructure.
  • (2026) twitter.com/AWSreInvent [EMERGING] — Targeted social broadcast hub cataloging major releases, technical breakout session highlights, and real-time architectural reveals emerging from the annual AWS re:Invent technology conference.
  • (2026) twitter.com/jeffbarr [COMMUNITY-TOOL] — Social feed of AWS Chief Evangelist Jeff Barr. Serves as a high-density channel supplying core architectural context, feature releases, and developer-focused service insights.
  • (2026) twitter.com/AWSstartups [COMMUNITY-TOOL] — Targeted channel broadcasting AWS architectural optimizations, funding, and growth accelerators tailored specifically for high-velocity startup infrastructure teams.
  • (2026) twitter.com/AWS_Partners [COMMUNITY-TOOL] — AWS Partner Network channel presenting compliance benchmarks, MSP programs, system integrator partnerships, and cloud consulting framework updates.

Startup Enablement

  • (2026) AWS Activate [COMMUNITY-TOOL] — AWS Activate platform framework delivering technical resources, infrastructure credits, and active mentorship pathways to startup founders. Promotes rapid prototyping by offloading cloud infrastructure costs and supplying pre-configured template architectures.

AWS Services

Hands-on Tutorials

  • (2026) AWS 10-Minute Tutorials [COMMUNITY-TOOL] — An onboarding portal featuring bite-sized, 10-minute technical exercises across core services (EC2, S3, RDS). These tutorials utilize guided steps to help engineers rapidly spin up cloud resources while demonstrating fundamental networking, security, and storage architecture patterns.

Interactive Learning

  • (2026) workshops.aws: AWS Workshops [COMMUNITY-TOOL] — AWS-designed workshop aggregator offering deep, interactive labs on advanced engineering themes. Topics span Elastic Kubernetes Service (EKS) design, serverless microservices pipelines, security automation, and native database configurations under realistic operational profiles.

Application Integration

Serverless Services

  • (2026) k21academy.com: AWS Application Services: Lambda, SES, SNS, SQS, SWF [COMMUNITY-TOOL] [GUIDE] — Technical review of AWS's modular application integration portfolio. Contrasts serverless compute (Lambda) with asynchronous message queues (SQS), publish-subscribe event routing (SNS), programmatically orchestrated state workflows (SWF/Step Functions), and secure outbound transaction messaging (SES).

Architecture and Strategy

Cloud Adoption Framework

  • (2021) AWS Cloud Adoption Framework (CAF) 3.0 is Now Available [COMMUNITY-TOOL] — The AWS Cloud Adoption Framework (CAF) 3.0 provides a strategic roadmap for enterprises migrating workloads to the cloud. Focusing on six foundational perspective areas—Business, People, Governance, Platform, Security, and Operations—this framework incorporates modern cloud-native architectural patterns. It serves as an essential organizational blueprint for accelerating digital transformation while minimizing systemic risk.

Community and Support

AWS Repost

  • (2021) AWS re:Post – A Reimagined Q&A Experience for the AWS Community [LEGACY] — AWS re:Post replaces legacy AWS Forums with an interactive, community-driven Q&A platform to accelerate technical troubleshooting and knowledge sharing. Featuring gamified reputation models and expert moderation, it offers verified answers on complex architectural questions. It serves as a vital knowledge repository for builders aiming to resolve configuration anomalies and adopt best-practice designs.
  • (2021) infoq.com: Amazon Introduces re:Post, a "Stack Overflow" for AWS [COMMUNITY-TOOL] — An independent review of AWS re:Post, describing it as a specialized, community-driven alternative to general-purpose QA boards like Stack Overflow. The analysis focuses on how verified answers and direct AWS engineer contributions reduce troubleshooting cycles for platform operators. The platform helps developers bypass outdated configuration guides in favor of modern, validated architectural patterns.

Compliance and Governance

AWS Config

  • (2026) acloudguru.com: 12 AWS Config rules that every account should have [COMMUNITY-TOOL] — A curated reference guide identifying 12 essential AWS Config rules required to establish enterprise compliance baselines. Focuses on declarative drift detection including mandatory MFA enforcement, S3 block public access configurations, and unattached volume cleanup.
  • (2016) AWS Config Rules now available in 4 new regions: US West (Oregon), EU (Ireland),' EU (Frankfurt) and Asia Pacific (Tokyo) [DOCUMENTATION] [COMMUNITY-TOOL] — This release details the regional expansion of AWS Config Rules, enabling continuous compliance auditing and resource monitoring in multiple global zones. AWS Config Rules allow operators to evaluate resource configurations against organizational standards and security policies dynamically. This multi-region support is architecturally significant for companies running highly distributed systems that must comply with regional data governance rules.

Enterprise Migration

Frameworks

  • (2026) AWS Cloud Adoption Framework (AWS CAF) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — The AWS Cloud Adoption Framework (AWS CAF) defines a structured architectural approach to enterprise cloud migration. Evaluates six primary organizational perspectives to securely de-risk large-scale cloud transformations.

Identity and Access

Account Administration

  • (2026) How do I create and activate a new Amazon Web Services account? [DOCUMENTATION] [COMMUNITY-TOOL] — AWS Knowledge Center guide outlining the prerequisite multi-step verification, billing enablement, and security configurations required to bootstrap a brand-new AWS root account. Explains the foundational processes necessary to activate core global regions safely.

Infrastructure As Code

AWS CLI

Operations and Governance

AWS Systems Manager

  • (2021) Multi-account AWS Trusted Advisor summaries now available in AWS Systems Manager Explorer [DOCUMENTATION] [COMMUNITY-TOOL] — This technical integration consolidates multi-account AWS Trusted Advisor recommendations directly within AWS Systems Manager Explorer. This consolidation provides architects with a single-pane-of-glass dashboard for monitoring cost optimization, security, fault tolerance, and operational efficiency across entire AWS Organizations. Architecturally, it streamlines administrative overhead and improves governance visibility at scale.

Security and Incident Response

AWS Systems Manager (1)

  • (2021) How to automate incident response to security events with AWS Systems Manager Incident Manager [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] — This guide outlines how to automate security incident response workflows using AWS Systems Manager Incident Manager. It details how to leverage custom runbooks, notify on-call teams, and orchestrate automated mitigations for resource degradation or security breaches. Utilizing these automated workflows drastically reduces the Mean Time to Resolution (MTTR) while enforcing uniform incident management standards across distributed environments.

Troubleshooting

DevOps Challenges

Cloud Native

AWS (2)

Governance

AWS Organizations

Cloud Platform

AWS Infrastructure

Reference Architectures

  • (2026) AWS Labs GitHub [ADVANCED LEVEL] [EMERGING] — The central AWS Labs GitHub organization housing hundreds of active experimental projects, tooling integrations, and reference CDK blueprints. Live Grounding highlights this hub as a critical launchpad for emerging patterns in infrastructure-as-code and cloud automation. It provides platform engineering teams with robust, peer-reviewed building blocks for accelerated architecture design.

Cloud Providers

AWS (3)

Amazon Bedrock And Sagemaker AI (1)

  • (2026) Amazon SageMaker AI (HyperPod and Managed MLOps) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [CLOUD-AI] [DE FACTO STANDARD] [ENTERPRISE-STABLE] [GPU] [LLM] [MLOPS] — Curator Insight: AWS's managed machine learning and foundation model development platform featuring Amazon SageMaker HyperPod with native Amazon EKS orchestration. Live Grounding: Automates fault-tolerant distributed training, automated node health recovery, checkpoint management, and high-throughput model serving across thousands of NVIDIA GPU and AWS Trainium accelerators.

Operations

  • (2008) AWS Support [COMMUNITY-TOOL] — Detailed directory of AWS premium tier services, offering technical case routing, cloud guidance, and access to Trusted Advisor tools to maintain cluster health and SLA commitments.

Security and IAM

  • (2026) docs.aws.amazon.com: Actions, resources, and condition keys for AWS services 🌟🌟🌟 [HTML CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] — The definitive AWS reference for constructing fine-grained IAM policies. It outlines exact service actions, resource types, and condition context keys required to enforce the principle of least privilege in enterprise architectures. This resource is indispensable for security engineers building cloud access models.

Status Monitoring

  • (2006) status.aws.amazon.com: Service Health Dashboard [COMMUNITY-TOOL] — AWS’s central status console reporting operational health of active regions and services, allowing platform engineers to quickly cross-examine deployment anomalies with provider incidents.

Data Engineering

Streaming Data

Architectural Concepts

  • (2026) What is Streaming Data? [COMMUNITY-TOOL] — An AWS conceptual guide delineating the architecture of real-time streaming data pipelines. Compares high-throughput, sequential processing mechanisms against traditional batch structures, referencing Amazon Kinesis and Apache Kafka as key streaming backplanes.

Finops and Cloud Cost

AWS Optimization

Policy Engines

  • (2024) Cloudburn: An Open-Source Policy Engine for AWS Spending ⭐ 1800 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Introduces Cloudburn, an open-source command-line tool designed to audit AWS resource groups. By using declarative policies, it alerts teams to idle resources, non-standard instance types, and unassigned Elastic IPs to keep real-world deployments within budget limits.

Community Resources

Forums

  • (2023) AWS Forums 🌟🌟🌟 [LEGACY] — A legacy discussion forum resource for AWS developers troubleshooting infrastructure configurations and billing queries. Note: The platform has largely migrated to AWS Re:Post for community support.

Infrastructure As Code (1)

CICD

Self-hosted Runners

  • (2025) RunsOn: Self-hosted GitHub Actions Runners in AWS [GO CONTENT] [COMMUNITY-TOOL] — An innovative open-source self-hosting solution that provisions fast, secure, on-demand EC2 single-use runners for GitHub Actions on AWS. Offers extreme cost reductions (up to 10x) utilizing EC2 spot instances with minimal boot delays.

Introduction

  • AWS Glossary 🌟 [COMMUNITY-TOOL] — Technical documentation and implementation reference for AWS Glossary covering Introduction in AWS (docs.aws.amazon.com).
  • towardsaws.com: A Gentle Introduction to Amazon Web Services (AWS) 🌟 [COMMUNITY-TOOL] — Technical documentation and implementation reference for towardsaws.com: A Gentle Introduction to Amazon Web Services (AWS) covering Introduction in AWS (towardsaws.com).
  • awstip.com: How to list all resources in your AWS account 🌟 [COMMUNITY-TOOL] — Technical documentation and implementation reference for awstip.com: How to list all resources in your AWS account covering Introduction in AWS (awstip.com).
  • dzone: AWS Basics [COMMUNITY-TOOL] — Technical documentation and implementation reference for dzone: AWS Basics covering Introduction in AWS (dzone.com).
  • dzone: AWS Basics: Bastion Hosts and NAT [COMMUNITY-TOOL] — Technical documentation and implementation reference for dzone: AWS Basics: Bastion Hosts and NAT covering Introduction in AWS (dzone.com).
  • dzone: Five Different Ways to Build AWS Infrastructure [COMMUNITY-TOOL] — Technical documentation and implementation reference for dzone: Five Different Ways to Build AWS Infrastructure covering Introduction in AWS (dzone.com).

Kubernetes

Cluster Architecture

Database Storage

  • (2026) Announcing etcd 3.7.0-beta.0 | Kubernetes [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] — Curator Insight: Synchronized with the primary project announcement, the official Kubernetes blog highlights the integration benefits of etcd v3.7.0-beta.0 for cluster orchestrators. Live Grounding validates that the RangeStream capability directly alleviates serialization bottlenecks inside the Kubernetes API server when listing large resource collections. This post serves as a crucial engineering guide for cluster administrators preparing to test and validate next-generation state storage under heavy workload scenarios.

Operations (1)

Local Environment Setup

Package Management

Resource Hierarchies

  • AWS, Azure, GCP: Resource Hierarchies 🌟 [COMMUNITY-TOOL] — Technical documentation and implementation reference for AWS, Azure, GCP: Resource Hierarchies covering Resource Hierarchies in AWS (levelup.gitconnected.com).

💡 Explore Related: Azure | Googlecloudplatform | Managed Kubernetes In Public Cloud

🔗 See Also: Golang | Other Awesome Lists