diff --git a/source/poodinis/config/dictionary.d b/source/poodinis/config/dictionary.d
index ea0e86b..79de2ee 100644
--- a/source/poodinis/config/dictionary.d
+++ b/source/poodinis/config/dictionary.d
@@ -49,6 +49,12 @@ class ObjectNode : ConfigNode {
     this(ConfigNode[string] children) {
         this.children = children;
     }
+
+    this(string[string] values) {
+        foreach (key, value; values) {
+            children[key] = new ValueNode(value);
+        }
+    }
 }
 
 class ArrayNode : ConfigNode {
@@ -79,6 +85,14 @@ class ArrayPathSegment : PathSegment {
     }
 }
 
+class PropertyPathSegment : PathSegment {
+    const string propertyName;
+
+    this(const string propertyName) {
+        this.propertyName = propertyName;
+    }
+}
+
 class ConfigPath {
     private const string path;
     private string[] segments;
@@ -114,7 +128,7 @@ class ConfigPath {
             }
         }
 
-        throw new Exception("Not yet implemented");
+        return ret(new PropertyPathSegment(segment));
     }
 }
 
@@ -142,10 +156,25 @@ class ConfigDictionary {
             if (arrayPath) {
                 auto arrayNode = cast(ArrayNode) currentNode;
                 if (arrayNode) {
+                    if (arrayNode.children.length < arrayPath.index) {
+                        throw new ConfigReadException("Array index out of bounds: " ~ configPath);
+                    }
+
                     currentNode = arrayNode.children[arrayPath.index];
                 }
             }
 
+            auto propertyPath = cast(PropertyPathSegment) currentPathSegment;
+            if (propertyPath) {
+                auto objectNode = cast(ObjectNode) currentNode;
+                if (objectNode) {
+                    auto propertyNode = propertyPath.propertyName in objectNode.children;
+                    if (propertyNode) {
+                        currentNode = *propertyNode;
+                    }
+                }
+            }
+
             currentPathSegment = path.getNextSegment();
         }
 
@@ -213,4 +242,18 @@ version (unittest) {
         assert(dictionary.get("[1]") == "noot");
         assert(dictionary.get("[2]") == "mies");
     }
+
+    @("Get value from object at root")
+    unittest {
+        auto dictionary = new ConfigDictionary();
+        dictionary.rootNode = new ObjectNode([
+            "aap": "monkey",
+            "noot": "nut",
+            "mies": "mies" // It's a name!
+        ]);
+
+        assert(dictionary.get("aap") == "monkey");
+        assert(dictionary.get("noot") == "nut");
+        assert(dictionary.get("mies") == "mies");
+    }
 }