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Everything in AWS
Aurora PostgreSQL and Iceberg: How to Query Lake Data Without ETL
Learn how Aurora PostgreSQL can query Apache Iceberg data in Amazon S3, allowing applications to combine operational and historical lake data without a traditional ETL pipeline.
AWS Frozen Package Management: How to Update Packages on Air-Gapped Servers
Learn how to prepare, validate, transfer, and install frozen package sets for secure, reproducible updates on air-gapped AWS servers.
AWS DevOps Agent: How to Track AI-Driven Changes
Learn how to audit AI-driven DevOps changes on AWS using CloudTrail, dedicated IAM roles, workflow logs, approvals, and controlled automation.
Amazon S3 Vectors Pre-Filtering: How Metadata Filters Improve Vector Search
Introduction Vector search is useful when an application needs to find information by meaning rather than exact keywords. It is commonly used in semantic search, retrieval-augmented generation (RAG), recommendation systems, document search, and AI agents. But real applications rarely search every ve
EventBridge Custom Event Buses: How to Build More Reliable Event-Driven Apps
Modern cloud applications rarely consist of a single service. A typical production system may contain APIs, background workers, databases, notification services, payment systems, analytics pipelines, and AI workloads. When these services communicate directly with one another, the architecture can qu
Amazon SageMaker Inference Gateway: How to Reduce LLM Response Latency
Large language models can generate powerful responses, but production inference introduces a different challenge: latency. An application may need to process thousands of requests while maintaining predictable response times. As traffic grows, teams often have multiple models, inference endpoints, w
DynamoDB Multi-Region Strong Consistency: How Does It Handle Global Failures?
Learn how DynamoDB Multi-Region Strong Consistency handles Regional failures, quorum, failover, write conflicts, recovery, RPO, and production design.
Amazon SageMaker Inference Gateway: How to Reduce LLM Response Latency
AI applications often depend on inference APIs to generate predictions, embeddings, summaries, classifications, and large language model responses. As traffic increases, inference latency can become one of the biggest challenges in production. A model may be fast when tested with a few requests, but
How to Monitor AWS DataSync Without Building Custom Metrics
Learn how to monitor AWS DataSync using CloudWatch metrics, logs, task reports, and execution details without building unnecessary custom metric pipelines.
Amazon Transcribe and KMS: How Does Customer-Controlled Encryption Work?
Learn how Amazon Transcribe works with AWS KMS customer managed keys, including encryption, key policies, IAM, permissions, monitoring, troubleshooting, and lifecycle.
How to Test AWS Disaster Recovery for Graviton Workloads
Learn how to test AWS disaster recovery for Graviton workloads, including Arm64 compatibility, recovery drills, RTO, RPO, data validation, failover, and failback.
How EventBridge Ordering and Replay Help Recover Failed Events
Learn how Amazon EventBridge retries, dead-letter queues, archives, ordering, and replay help recover failed events and build reliable event-driven systems.
Benchmarking AWS Lambda Durable Workflows for .NET Failure Recovery
Benchmark AWS Lambda Durable Workflows for .NET to measure failure recovery, execution latency, retry behavior, workflow reliability, resource usage, and serverless performance.
Building Cost-Aware Retry Policies for AWS Lambda .NET Workloads
Build cost-aware retry policies for AWS Lambda .NET workloads to control retries, throttling, cold starts, duplicate processing, execution time, and serverless infrastructure costs.
Building Least-Privilege IAM Policies for AI Coding Agents
Learn how to build least-privilege AWS IAM policies for AI coding agents that restrict dangerous actions, protect cloud resources, and enforce secure agent permissions.
Sandboxing AI-Generated Code with AWS Lambda MicroVMs
Explore how AWS Lambda MicroVM isolation can securely execute AI-generated code while reducing risks from untrusted workloads, autonomous agents, and dynamic code execution.
Benchmarking Lambda Durable Execution for Multi-Step .NET Workflows
Benchmark AWS Lambda Durable Execution for multi-step .NET workflows by measuring checkpoint overhead, recovery latency, execution performance, scalability, and operational cost.
Building Resilient Long-Running .NET Workflows with Durable Execution
Build resilient long-running .NET workflows with AWS Lambda Durable Execution using checkpoints, callbacks, waits, retries, and recovery for reliable distributed processing.
Benchmarking AgentCore Runtime Isolation for Multi-Tenant AI Systems
Benchmark AgentCore Runtime isolation for multi-tenant AI. Evaluate latency, resource use, and security for robust AI systems.
Building Durable .NET Workflows with AWS Lambda Durable Execution
Build resilient .NET workflows on AWS Lambda with Durable Execution. Manage state, retries, and long waits directly in C# code.
Complete Guide: Mapping a Custom Domain to an AWS EC2 Instance
Map your custom domain to AWS EC2. Learn to reserve Elastic IPs, configure security groups, update DNS, and secure with SSL/TLS.
Optimizing AWS Lambda for Enterprise LangGraph RAG APIs
Eliminate AWS Lambda cold starts for enterprise LangGraph RAG APIs. Optimize code, packaging, infrastructure, and architecture for sub-second latency.
ARM vs x86 Servers: Performance and Cost Comparison for Cloud Applications
Compare ARM vs x86 servers for cloud apps: explore performance, cost, power efficiency, and compatibility to optimize your infrastructure.
How to Implement the Outbox Pattern in Distributed Systems
Ensure reliable event delivery in distributed systems with the Outbox Pattern. Achieve data consistency without complex distributed transactions.
What Is Apache Iceberg? Architecture, Benefits, and Use Cases Explained
Apache Iceberg: Revolutionize your data lake with ACID, schema evolution, time travel, and enhanced performance for massive analytics workloads.
