edge infrastructureadvancedReddit r/ExperiencedDevs thread with 400+ upvotesMAX
Connection Pool Exhaustion Under Serverless Autoscaling : Stateful Operations on Stateless Infrastructure
TypeScriptPostgreSQLPgBouncerAWS Lambda
Problem Breakdown
The architectural tension is holding per-client state on infrastructure that explicitly promises statelessness and treats instances as disposable. Serverless functions scale to hundreds of concurrent instances, each opening its own database connection; the database's connection pool saturates at its max_connections whi…
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