Automated testing allows developers to refactor and improve code with confidence.

[[testing-pyramid]]
=== The testing pyramid

Manual Testing :: While manual testing is straightforward, it is error-prone and requires human effort. For Gradle plugins, manual testing involves using the plugin in a build script.

Automated Testing :: Automated testing includes unit, integration, and functional testing.

image::testing-pyramid.png[float=right]

		if _, found := m[vp]; found {
			// We can see collisions (variables with the same name/file/line/col) in obfuscated or machine-generated code -- see issue 44378 for an example. Skip duplicates in such cases, since it is unlikely that a human will be debugging such code.
			continue
		}
		m[vp] = i
	}
	return m
}

func insertInlCall(dwcalls *dwarf.InlCalls, inlIdx int, imap map[int]int) int {
	callIdx, found := imap[inlIdx]
	if found {

  @VisibleForTesting
  static WildcardType supertypeOf(Type lowerBound) {
    return new WildcardTypeImpl(new Type[] {lowerBound}, new Type[] {Object.class});
  }

  /**
   * Returns a human-readable string representation of {@code type}.
   *
   * <p>The format is subject to change.
   */
  static String toString(Type type) {
    return (type instanceof Class) ? ((Class<?>) type).getName() : type.toString();

        if (ascii.exists()) {
            ascii.delete();
        }
        boolean hasKey = false;
        for (PGPPublicKeyRing keyRing : allKeyRings) {
            // First let's write some human readable info about the keyring being serialized
            try (OutputStream out = new FileOutputStream(ascii, true)) {
                if (hasKey) {
                    out.write('\n');
                }

type cond struct {
	mask   uint64
	bits   uint64
	result bool
}

// Verbose reports whether the reports will be shown to users
// and need to include a human-readable change description.
// If not, the target can print just the Marker on a line by itself
// and perhaps save some computation.
func (m *Matcher) Verbose() bool {
	return m.verbose
}

	// The watcher will be closed by server after the deadline,
	// save it here to send bookmark events before that.
	deadline            time.Time
	allowWatchBookmarks bool
	groupResource       schema.GroupResource

	// human readable identifier that helps assigning cacheWatcher
	// instance with request
	identifier string

	// drainInputBuffer indicates whether we should delay closing this watcher
	// and send all event in the input buffer.

	// Kind returns the value kind.
	Kind() Kind

	// String returns a short, quoted (human-readable) form of the value.
	// For numeric values, the result may be an approximation;
	// for String values the result may be a shortened string.
	// Use ExactString for a string representing a value exactly.
	String() string

	// ExactString returns an exact, quoted (human-readable) form of the value.

### Run Automatically on Startup

In general, you will probably want the server program (e.g. Uvicorn) to be started automatically on server startup, and without needing any **human intervention**, to have a process always running with your API (e.g. Uvicorn running your FastAPI app).

### Separate Program

	"lastTransitionTime": "lastTransitionTime is the last time the condition transitioned from one status to another",
	"reason":             "reason is the reason for the condition's last transition.",
	"message":            "message is a human-readable explanation containing details about the transition",
}

func (HorizontalPodAutoscalerCondition) SwaggerDoc() map[string]string {
	return map_HorizontalPodAutoscalerCondition
}

* **Fast to code**: Increase the speed to develop features by about 200% to 300%. *
* **Fewer bugs**: Reduce about 40% of human (developer) induced errors. *
* **Intuitive**: Great editor support. <abbr title="also known as auto-complete, autocompletion, IntelliSense">Completion</abbr> everywhere. Less time debugging.