SuperAPI AI Directory

container-native-deployment

Deployment & operations

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Updated 10-16 02:31

About this skill

Container and Native Deployment

Choose JVM or native from measured startup, memory, throughput, and build constraints.

Container image

  • Prefer the Spring Boot build-image task with Cloud Native Buildpacks for standard services.
  • Keep dependency and application layers separate to maximize cache reuse.
  • Pin builder and run-image families in reproducible release pipelines.
  • Run as a non-root user on a read-only filesystem where the application permits it.
  • Supply secrets at runtime; never bake credentials or environment files into an image.
  • Configure graceful shutdown and align platform termination grace with application timeouts.

Runtime behavior

  • Set memory and CPU limits, then verify JVM ergonomics inside those limits.
  • Expose dedicated readiness and liveness probes through Actuator.
  • Keep startup probes for slow initialization instead of weakening liveness.
  • Write temporary files only under an explicit writable location.

Native image

  • Use Spring AOT and the supported GraalVM native build tools.
  • Add RuntimeHints for reflection, resources, serialization, or proxies that analysis cannot infer.
  • Avoid runtime bean-shape changes and other closed-world violations.
  • Run native integration tests; a successful JVM test suite is not sufficient.

Supply chain

  • Generate an SBOM, scan the final image, and patch builder/run images regularly.
  • Use immutable image digests for promotion between environments.

Examples

  • See examples/good-dockerfile and examples/bad-dockerfile.

The good example targets Boot 3.3+ and uses jarmode=tools extraction in a builder stage. For Boot 3.0-3.2, use the older -Djarmode=layertools ... extract command. A normal Maven package does not create target/dependencies/ or target/application/ directories by itself.

Official sources

Gotchas

  • Agent copies one fat jar into a mutable root container - use layers and a non-root runtime.
  • Agent bakes secrets into image layers - inject secrets only at runtime.
  • Agent adds broad reflection configuration to make native builds pass - register narrow runtime hints.
  • Agent uses liveness to test every dependency - use readiness for traffic-affecting dependencies.
  • Agent chooses native without measuring throughput and build cost - benchmark both deployment modes.
  • Agent copies nonexistent target/dependencies directories - extract the packaged jar in a builder stage.
  • Agent uses jarmode=tools on Boot 3.0-3.2 - use layertools until the project reaches Boot 3.3.