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Scaling and Performance Optimization with Pedestal

Tune Pedestal applications with attention to interceptors, request flow, JVM behavior, and service bottlenecks.

Use this section to evaluate Scaling and Performance Optimization with Pedestal as a production Clojure concern, not as a one-for-one replacement for a Java framework pattern. The child lessons show where the boundary belongs, what data should cross it, and which JVM habits are still useful.

Review focus What Java engineers should verify
Boundary Which namespace, handler, adapter, or deployment seam owns this concern?
Data flow What plain data crosses the seam before any library-specific API appears?
Java habit to retire Which class-heavy pattern can become a small function, map, protocol, or REPL-tested adapter?

Before moving on, identify the smallest runnable example that proves the concept. Add production concerns such as logging, validation, security, or deployment only after the data flow is clear.

In this section

Revised on Saturday, May 23, 2026