151. EC2 ❤️ Lambda - Lambda Managed Instances

About this episode

This episode discusses the implications of AWS's Lambda Managed Instances, including scaling, capacity planning, and practical applications.

AWS just made Lambda… less serverless. Lambda Managed Instances (Lambda MI) brings managed EC2 capacity into Lambda, and it changes the rules: environments stay warm, a single environment can handle multiple concurrent invocations, and scaling becomes proactive and asynchronous instead of “spin up on demand when traffic hits.”In this episode of AWS Bites, Eoin and Luciano break down what Lambda MI unlocks (and what it costs): fewer traditional cold starts, but a new world of capacity planning, headroom, and potential throttling during fast spikes. We compare it to Default Lambda, explain how the new scaling signals work, and what “ACTIVE” really means when publishing can take minutes on a new capacity provider.To make it real, we built a video-processing playground: an API, a CPU-heavy processor, and a Step Functions workflow that scales up before work and back down after. We share the practical lessons, the rough edges (regions, runtimes, mandatory VPC, minimum 2 GB + 1 vCPU, concurrency pitfalls), and the pricing reality: requests + EC2 cost + a 15% management fee. In this episode, we mentioned the following resources: Lambda Managed Instances official docs…

People in this episode

Hosts: Eoin, Luciano

Topics covered

• Lambda Managed Instances
• EC2
• scaling
• capacity planning
• cold starts
• video processing
• AWS services

Keywords

• Lambda MI
• managed EC2
• cold starts
• concurrency
• pricing
• AWS
• video processing

Mentioned in this episode

Organizations: AWS, Vercel, fourTheorem

Products: Lambda Managed Instances, EC2, Step Functions

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