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EPISODE · Aug 22, 2026 · 6 MIN

How One Engineer Cut Lambda Cold Starts with SnapStart

from The Software Engineering Podcast with Fexingo: Code, Architecture, and Engineering Best Practices · host Fexingo

In this episode, we dive into the story of a single engineer at a mid-sized fintech who used AWS Lambda SnapStart to cut cold start latency from 2.4 seconds to under 300 milliseconds. We break down what SnapStart actually does—taking a snapshot of the initialized execution environment and resuming from it—and why it matters for serverless Java workloads. We also discuss the trade-offs: the snapshot is taken after initialization, so you need to be careful with in-memory state and external connections. Lucas and Luna explore how the engineer identified their cold start problem, measured it, applied SnapStart, and verified the improvement without breaking their application. We also touch on the broader lesson about not accepting infrastructure latency as a given and the importance of profiling your serverless functions. Plus, a quick note on how listener support keeps this podcast ad-free. #AWS #Lambda #SnapStart #Serverless #ColdStarts #Java #PerformanceOptimization #CloudComputing #AWSNews #TechPodcast #SoftwareEngineering #EngineeringPodcast #FexingoBusiness #BusinessPodcast #Technology #CloudCosts #Latency #DevOps Keep every episode free: buymeacoffee.com/fexingo

Episode metadata supplied by the publisher feed · Published Aug 22, 2026

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This episode was published on August 22, 2026.

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