edge infrastructureadvancedReddit r/ExperiencedDevs thread with 400+ upvotesMAX
Connection Pool Exhaustion Under Serverless Autoscaling : Latency Budget Enforcement Across the Edge Path
TypeScriptPostgreSQLPgBouncerAWS Lambda
Problem Breakdown
The defect is unmanaged latency composition: each hop in the edge path (DNS, POP routing, function execution, cache lookup, origin fetch) consumes its own slice of the user's patience with no global budget. Serverless functions scale to hundreds of concurrent instances, each opening its own database connection; the dat…
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