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AWS Lambda

Serverless and Containers Decision

Scaling a Financial Reconciliation Pipeline With Serverless 

An event-driven reconciliation pipeline on AWS ran into Lambda timeouts and DynamoDB hot partition keys when batch sizes grew. Learn how a hybrid Step Functions pattern (Lambda for small files, ECS Fargate ...
Melvin Philips | February 20, 2026 | asynchronous processing, AWS Lambda, AWS reconciliation pipeline, backoff with jitter, batch file processing, bounded fan-out, card and payments systems, deterministic sharding, DynamoDB hot partition, DynamoDB throttling, ECS Fargate, event-driven architecture, GSI limits, high-volume ingestion, hybrid execution pattern, idempotency, Lambda timeout, rollups, S3 SQS EventBridge, Step Functions, write sharding
tools, open source, Red Hat, tools, SUSE, tools, tool portfolio, tools Kubernetes

AWS Lambda Managed Instances Offer Specialized Compute Configurations 

AWS Lambda Managed Instances bring Lambda’s operational simplicity to EC2, enabling specialized compute options, cost efficiency, and predictable scaling ...
Adrian Bridgwater | December 10, 2025 | aws, AWS cloud engineering tools, AWS compute services, AWS Graviton4, AWS Lambda, AWS Lambda Managed Instances, AWS operational simplicity, cloud cost optimization, cloud native, cloud scalability, cloud services, compute-optimized instances, developers, EC2 specialized compute, GPU accelerated computing, Lambda compute configurations, Lambda infrastructure automation, Lambda steady-state workloads, memory-optimized instances, parallel request processing, pay-per-use compute, serverless compute, serverless vs EC2, storage-optimized instances, VPC configuration Lambda
lambda, deployments, AWS Lambda FaaS Serverless Computing vs. Containers

Is AWS Lambda a Replacement For Servers?

Function-as-a-service is great for certain classes of problems, but for some types of computation, FaaS is, quite simply, a bad fit ...
Lee Atchison | October 31, 2023 | AWS Lambda, cloud native computing, FaaS, function-as-a-service, serverless, servers
Kubernetes, serverless Kubernetes backup and recovery

Overcoming the Challenges and Costs of Serverless

Since its inception in the late 1990s, the cloud has always been about reducing undifferentiated heavy lifting in IT. Services like AWS EC2 manage server hardware and give users elastic scaling to ...
Omer Hamerman | June 16, 2023 | architecture, AWS Lambda, cloud-native applications, serverless
cloud

Serverless Computing is Great, Except When it’s Not

Serverless computing is an innovative way of operating your application in the cloud. Essentially, it allows you to run an application without the need to allocate computer instances to the program. This ...
Lee Atchison | May 16, 2023 | AWS Lambda, cloud native computing, cloud-native applications, serverless

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Mistral Lays Claim to AI Coding Crown
29 October 2026
The Return of a Bad Engineering Metric: When AI Token Usage Becomes Performance Theater
29 October 2026
Why More AI-Generated Tests Don’t Mean Better Testing
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AI Security: Machine-Speed Threats, Multi-Layered Defense
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