Explain AWS Lambda cold starts and how to mitigate them in production.

Hard Topic: AWS May 24, 2026

A cold start occurs when Lambda needs to initialize a new execution environment — download the code, start the runtime, run your initialization code. This adds 100ms-1s+ of latency on the first request.

Mitigation strategies:

  • Provisioned Concurrency: Pre-warm a set number of Lambda execution environments. Eliminates cold starts for warmed instances (at extra cost).
  • Minimize package size: Smaller deployment packages initialize faster.
  • Use faster runtimes: Node.js and Python cold start faster than Java/C#.
  • Move init code outside the handler: DB connections and SDK clients initialized at module level persist across invocations.
  • Lambda SnapStart (Java): AWS-managed snapshot of initialized execution environment.
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