From c9021f2383828f2e2b5594d125165bbc8f70b8e7 Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 13:10:14 +0100
Subject: [PATCH 01/16] refactor: merge all dev settings into one setting

---
 app/src/lib/result-viewer/Viewer.svelte     |  2 +-
 app/src/lib/settings/app-settings.svelte.ts | 14 ++------------
 app/src/routes/+page.svelte                 |  6 +++---
 3 files changed, 6 insertions(+), 16 deletions(-)

diff --git a/app/src/lib/result-viewer/Viewer.svelte b/app/src/lib/result-viewer/Viewer.svelte
index 9f9c451..7162bb0 100644
--- a/app/src/lib/result-viewer/Viewer.svelte
+++ b/app/src/lib/result-viewer/Viewer.svelte
@@ -89,7 +89,7 @@
   };
 </script>
 
-{#if appSettings.value.debug.showPerformancePanel}
+{#if appSettings.value.debug.advancedMode}
   <SmallPerformanceViewer {fps} store={perf} />
 {/if}
 
diff --git a/app/src/lib/settings/app-settings.svelte.ts b/app/src/lib/settings/app-settings.svelte.ts
index 3c17bf4..d3da7ea 100644
--- a/app/src/lib/settings/app-settings.svelte.ts
+++ b/app/src/lib/settings/app-settings.svelte.ts
@@ -64,14 +64,9 @@ export const AppSettingTypes = {
       label: 'Show Indices',
       value: false
     },
-    showPerformancePanel: {
+    advancedMode: {
       type: 'boolean',
-      label: 'Show Performance Panel',
-      value: false
-    },
-    showBenchmarkPanel: {
-      type: 'boolean',
-      label: 'Show Benchmark Panel',
+      label: 'Advanced Mode',
       value: false
     },
     showVertices: {
@@ -84,11 +79,6 @@ export const AppSettingTypes = {
       label: 'Show Stem Lines',
       value: false
     },
-    showGraphJson: {
-      type: 'boolean',
-      label: 'Show Graph Source',
-      value: false
-    },
     cache: {
       title: 'Cache',
       useRuntimeCache: {
diff --git a/app/src/routes/+page.svelte b/app/src/routes/+page.svelte
index 4cb7dd3..84030a1 100644
--- a/app/src/routes/+page.svelte
+++ b/app/src/routes/+page.svelte
@@ -216,7 +216,7 @@
         <Panel
           id="performance"
           title="Performance"
-          hidden={!appSettings.value.debug.showPerformancePanel}
+          hidden={!appSettings.value.debug.advancedMode}
           icon="i-[tabler--brand-speedtest] bg-red-400"
         >
           {#if $performanceStore}
@@ -229,7 +229,7 @@
         <Panel
           id="graph-source"
           title="Graph Source"
-          hidden={!appSettings.value.debug.showGraphJson}
+          hidden={!appSettings.value.debug.advancedMode}
           icon="i-[tabler--code]"
         >
           <GraphSource graph={pm.graph ?? manager?.serialize()} />
@@ -237,7 +237,7 @@
         <Panel
           id="benchmark"
           title="Benchmark"
-          hidden={!appSettings.value.debug.showBenchmarkPanel}
+          hidden={!appSettings.value.debug.advancedMode}
           icon="i-[tabler--graph] bg-red-400"
         >
           <BenchmarkPanel run={randomGenerate} />
-- 
2.49.1


From 5b5c63c1a9c4ef757382bd4452149dc9777693ff Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 13:31:34 +0100
Subject: [PATCH 02/16] fix(ui): make arrows on inputnumber visible on
 lighttheme

---
 packages/ui/src/lib/app.css                   | 3 ++-
 packages/ui/src/lib/inputs/InputNumber.svelte | 4 ++--
 packages/ui/src/routes/+page.svelte           | 2 +-
 packages/ui/src/routes/Section.svelte         | 2 +-
 4 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/packages/ui/src/lib/app.css b/packages/ui/src/lib/app.css
index 9438105..6758ef6 100644
--- a/packages/ui/src/lib/app.css
+++ b/packages/ui/src/lib/app.css
@@ -80,6 +80,7 @@ html {
   --neutral-100: #e7e7e7;
   --neutral-200: #cecece;
   --neutral-300: #7c7c7c;
+  --neutral-350: #808080;
   --neutral-400: #2d2d2d;
   --neutral-500: #171717;
   --neutral-800: #111111;
@@ -107,7 +108,7 @@ body {
 
 html.theme-light {
   --color-text: var(--neutral-800);
-  --color-outline: var(--neutral-300);
+  --color-outline: var(--neutral-350);
   --color-layer-0: var(--neutral-050);
   --color-layer-1: var(--neutral-100);
   --color-layer-2: var(--neutral-200);
diff --git a/packages/ui/src/lib/inputs/InputNumber.svelte b/packages/ui/src/lib/inputs/InputNumber.svelte
index da0d8be..9b662b1 100644
--- a/packages/ui/src/lib/inputs/InputNumber.svelte
+++ b/packages/ui/src/lib/inputs/InputNumber.svelte
@@ -126,7 +126,7 @@
     <button
       aria-label="step down"
       onmousedown={stepDown}
-      class="cursor-pointer w-4 bg-layer-3 opacity-30 hover:opacity-50"
+      class="cursor-pointer w-4 bg-layer-3/30 hover:bg-layer-3/50"
     >
       <span class="i-[tabler--chevron-compact-left] block h-full w-full text-outline!"></span>
     </button>
@@ -161,7 +161,7 @@
     <button
       aria-label="step up"
       onmousedown={stepUp}
-      class="cursor-pointer w-4 bg-layer-3 opacity-30 hover:opacity-50"
+      class="cursor-pointer w-4 bg-layer-3/30 hover:bg-layer-3/50"
     >
       <span class="i-[tabler--chevron-compact-right] block h-full w-full text-outline!"></span>
     </button>
diff --git a/packages/ui/src/routes/+page.svelte b/packages/ui/src/routes/+page.svelte
index 829faf0..1daff88 100644
--- a/packages/ui/src/routes/+page.svelte
+++ b/packages/ui/src/routes/+page.svelte
@@ -73,7 +73,7 @@
         <InputCheckbox bind:value={mirrorShape} />
         <p>mirror</p>
       </label>
-      <p>{JSON.stringify(points)}</p>
+      <p class="max-w-full overflow-hidden">{JSON.stringify(points)}</p>
     {/snippet}
     <div style:width="300px">
       <InputShape bind:value={points} mirror={mirrorShape} />
diff --git a/packages/ui/src/routes/Section.svelte b/packages/ui/src/routes/Section.svelte
index 0e039b7..6b2b84c 100644
--- a/packages/ui/src/routes/Section.svelte
+++ b/packages/ui/src/routes/Section.svelte
@@ -12,7 +12,7 @@
 <section class="border-outline border-1/2 bg-layer-1 rounded border mb-4 p-4 flex flex-col gap-4 {_class}">
   <h3 class="flex gap-2 font-bold">
     {title}
-    <div class="flex gap-4 w-full font-normal opacity-50 max-w-[75%] whitespace-pre overflow-hidden text-clip">
+    <div class="flex gap-4 w-full font-normal opacity-50 max-w-[75%]">
       {#if header}
         {@render header()}
       {:else}
-- 
2.49.1


From e23cad254d610e00f196b7fdb4532f36fd735a4b Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 14:00:06 +0100
Subject: [PATCH 03/16] feat: add "*" datatype for inputs for debug node

---
 app/src/lib/graph-interface/graph-manager.svelte.ts | 3 ++-
 packages/types/src/inputs.ts                        | 8 +++++++-
 2 files changed, 9 insertions(+), 2 deletions(-)

diff --git a/app/src/lib/graph-interface/graph-manager.svelte.ts b/app/src/lib/graph-interface/graph-manager.svelte.ts
index 6d33fd2..1a8907f 100644
--- a/app/src/lib/graph-interface/graph-manager.svelte.ts
+++ b/app/src/lib/graph-interface/graph-manager.svelte.ts
@@ -29,8 +29,9 @@ function areSocketsCompatible(
   output: string | undefined,
   inputs: string | (string | undefined)[] | undefined
 ) {
+  if (output === '*') return true;
   if (Array.isArray(inputs) && output) {
-    return inputs.includes(output);
+    return inputs.includes('*') || inputs.includes(output);
   }
   return inputs === output;
 }
diff --git a/packages/types/src/inputs.ts b/packages/types/src/inputs.ts
index c7d10ec..54129c9 100644
--- a/packages/types/src/inputs.ts
+++ b/packages/types/src/inputs.ts
@@ -89,6 +89,11 @@ export const NodeInputPathSchema = z.object({
   value: z.array(z.number()).optional()
 });
 
+export const NodeInputAnySchema = z.object({
+  ...DefaultOptionsSchema.shape,
+  type: z.literal('*')
+});
+
 export const NodeInputSchema = z.union([
   NodeInputSeedSchema,
   NodeInputBooleanSchema,
@@ -100,7 +105,8 @@ export const NodeInputSchema = z.union([
   NodeInputSeedSchema,
   NodeInputVec3Schema,
   NodeInputGeometrySchema,
-  NodeInputPathSchema
+  NodeInputPathSchema,
+  NodeInputAnySchema
 ]);
 
 export type NodeInput = z.infer<typeof NodeInputSchema>;
-- 
2.49.1


From 072ab9063ba56df0673020eb639548f3a8601e04 Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 14:00:18 +0100
Subject: [PATCH 04/16] feat: add initial debug node

---
 .../lib/node-registry/node-registry-client.ts    | 11 +++++++++--
 app/src/routes/+page.svelte                      | 16 +++++++++++++++-
 2 files changed, 24 insertions(+), 3 deletions(-)

diff --git a/app/src/lib/node-registry/node-registry-client.ts b/app/src/lib/node-registry/node-registry-client.ts
index c8c7601..b3561bf 100644
--- a/app/src/lib/node-registry/node-registry-client.ts
+++ b/app/src/lib/node-registry/node-registry-client.ts
@@ -15,8 +15,15 @@ export class RemoteNodeRegistry implements NodeRegistry {
 
   constructor(
     private url: string,
-    public cache?: AsyncCache<ArrayBuffer | string>
-  ) {}
+    public cache?: AsyncCache<ArrayBuffer | string>,
+    nodes?: NodeDefinition[]
+  ) {
+    if (nodes?.length) {
+      for (const node of nodes) {
+        this.nodes.set(node.id, node);
+      }
+    }
+  }
 
   async fetchJson(url: string, skipCache = false) {
     const finalUrl = `${this.url}/${url}`;
diff --git a/app/src/routes/+page.svelte b/app/src/routes/+page.svelte
index 84030a1..eaf23d2 100644
--- a/app/src/routes/+page.svelte
+++ b/app/src/routes/+page.svelte
@@ -32,7 +32,21 @@
   const { data } = $props();
 
   const registryCache = new IndexDBCache('node-registry');
-  const nodeRegistry = new RemoteNodeRegistry('', registryCache);
+
+  const debugNode = {
+    id: 'max/plantarium/debug',
+    inputs: {
+      a: {
+        type: '*'
+      }
+    },
+    execute(data: Int32Array) {
+      console.log({ data });
+      return data;
+    }
+  } as const;
+
+  const nodeRegistry = new RemoteNodeRegistry('', registryCache, [debugNode]);
   const workerRuntime = new WorkerRuntimeExecutor();
   const runtimeCache = new MemoryRuntimeCache();
   const memoryRuntime = new MemoryRuntimeExecutor(nodeRegistry, runtimeCache);
-- 
2.49.1


From ddc3b4ce357ef1c1e8066c0a52151713d0b6ed95 Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 16:16:24 +0100
Subject: [PATCH 05/16] feat: allow variable height node parameters

---
 .../lib/graph-interface/graph-state.svelte.ts | 65 ++---------------
 .../lib/graph-interface/graph/Graph.svelte    |  5 +-
 .../lib/graph-interface/graph/mouse.events.ts |  3 +-
 app/src/lib/graph-interface/helpers/index.ts  |  7 +-
 .../graph-interface/helpers/nodeHelpers.ts    | 73 +++++++++++++++++++
 app/src/lib/graph-interface/node/Node.svelte  |  3 +-
 .../graph-interface/node/NodeHeader.svelte    |  7 +-
 .../graph-interface/node/NodeParameter.svelte | 28 +++----
 8 files changed, 109 insertions(+), 82 deletions(-)
 create mode 100644 app/src/lib/graph-interface/helpers/nodeHelpers.ts

diff --git a/app/src/lib/graph-interface/graph-state.svelte.ts b/app/src/lib/graph-interface/graph-state.svelte.ts
index 512fe39..223d741 100644
--- a/app/src/lib/graph-interface/graph-state.svelte.ts
+++ b/app/src/lib/graph-interface/graph-state.svelte.ts
@@ -3,6 +3,7 @@ import { getContext, setContext } from 'svelte';
 import { SvelteMap, SvelteSet } from 'svelte/reactivity';
 import type { OrthographicCamera, Vector3 } from 'three';
 import type { GraphManager } from './graph-manager.svelte';
+import { getNodeHeight, getSocketPosition } from './helpers/nodeHelpers';
 
 const graphStateKey = Symbol('graph-state');
 export function getGraphState() {
@@ -159,56 +160,6 @@ export class GraphState {
     return 1;
   }
 
-  getSocketPosition(
-    node: NodeInstance,
-    index: string | number
-  ): [number, number] {
-    if (typeof index === 'number') {
-      return [
-        (node?.state?.x ?? node.position[0]) + 20,
-        (node?.state?.y ?? node.position[1]) + 2.5 + 10 * index
-      ];
-    } else {
-      const _index = Object.keys(node.state?.type?.inputs || {}).indexOf(index);
-      return [
-        node?.state?.x ?? node.position[0],
-        (node?.state?.y ?? node.position[1]) + 10 + 10 * _index
-      ];
-    }
-  }
-
-  private nodeHeightCache: Record<string, number> = {};
-  getNodeHeight(nodeTypeId: string) {
-    if (nodeTypeId in this.nodeHeightCache) {
-      return this.nodeHeightCache[nodeTypeId];
-    }
-    const node = this.graph.getNodeType(nodeTypeId);
-    if (!node?.inputs) {
-      return 5;
-    }
-    let height = 5;
-
-    for (const key of Object.keys(node.inputs)) {
-      if (key === 'seed') continue;
-      if (!node.inputs) continue;
-      if (node?.inputs?.[key] === undefined) continue;
-      if ('setting' in node.inputs[key]) continue;
-      if (node.inputs[key].hidden) continue;
-      if (
-        node.inputs[key].type === 'shape'
-        && node.inputs[key].external !== true
-        && node.inputs[key].internal !== false
-      ) {
-        height += 20;
-        continue;
-      }
-      height += 10;
-    }
-
-    this.nodeHeightCache[nodeTypeId] = height;
-    return height;
-  }
-
   copyNodes() {
     if (this.activeNodeId === -1 && !this.selectedNodes?.size) {
       return;
@@ -266,7 +217,7 @@ export class GraphState {
         if (edge[3] === index) {
           node = edge[0];
           index = edge[1];
-          position = this.getSocketPosition(node, index);
+          position = getSocketPosition(node, index);
           this.graph.removeEdge(edge);
           break;
         }
@@ -286,7 +237,7 @@ export class GraphState {
         return {
           node,
           index,
-          position: this.getSocketPosition(node, index)
+          position: getSocketPosition(node, index)
         };
       });
   }
@@ -323,7 +274,7 @@ export class GraphState {
         for (const node of this.graph.nodes.values()) {
           const x = node.position[0];
           const y = node.position[1];
-          const height = this.getNodeHeight(node.type);
+          const height = getNodeHeight(node.state.type!);
           if (downX > x && downX < x + 20 && downY > y && downY < y + height) {
             clickedNodeId = node.id;
             break;
@@ -335,14 +286,12 @@ export class GraphState {
   }
 
   isNodeInView(node: NodeInstance) {
-    const height = this.getNodeHeight(node.type);
+    const height = getNodeHeight(node.state.type!);
     const width = 20;
-    return (
-      node.position[0] > this.cameraBounds[0] - width
+    return node.position[0] > this.cameraBounds[0] - width
       && node.position[0] < this.cameraBounds[1]
       && node.position[1] > this.cameraBounds[2] - height
-      && node.position[1] < this.cameraBounds[3]
-    );
+      && node.position[1] < this.cameraBounds[3];
   }
 
   openNodePalette() {
diff --git a/app/src/lib/graph-interface/graph/Graph.svelte b/app/src/lib/graph-interface/graph/Graph.svelte
index 3bc90c8..a68a7fd 100644
--- a/app/src/lib/graph-interface/graph/Graph.svelte
+++ b/app/src/lib/graph-interface/graph/Graph.svelte
@@ -11,6 +11,7 @@
   import Debug from '../debug/Debug.svelte';
   import EdgeEl from '../edges/Edge.svelte';
   import { getGraphManager, getGraphState } from '../graph-state.svelte';
+  import { getSocketPosition } from '../helpers/nodeHelpers';
   import NodeEl from '../node/Node.svelte';
   import { maxZoom, minZoom } from './constants';
   import { FileDropEventManager } from './drop.events';
@@ -38,8 +39,8 @@
       return [0, 0, 0, 0];
     }
 
-    const pos1 = graphState.getSocketPosition(fromNode, edge[1]);
-    const pos2 = graphState.getSocketPosition(toNode, edge[3]);
+    const pos1 = getSocketPosition(fromNode, edge[1]);
+    const pos2 = getSocketPosition(toNode, edge[3]);
     return [pos1[0], pos1[1], pos2[0], pos2[1]];
   }
 
diff --git a/app/src/lib/graph-interface/graph/mouse.events.ts b/app/src/lib/graph-interface/graph/mouse.events.ts
index e7c32c0..184dc65 100644
--- a/app/src/lib/graph-interface/graph/mouse.events.ts
+++ b/app/src/lib/graph-interface/graph/mouse.events.ts
@@ -3,6 +3,7 @@ import { type NodeInstance } from '@nodarium/types';
 import type { GraphManager } from '../graph-manager.svelte';
 import { type GraphState } from '../graph-state.svelte';
 import { snapToGrid as snapPointToGrid } from '../helpers';
+import { getNodeHeight } from '../helpers/nodeHelpers';
 import { maxZoom, minZoom, zoomSpeed } from './constants';
 import { EdgeInteractionManager } from './edge.events';
 
@@ -289,7 +290,7 @@ export class MouseEventManager {
         if (!node?.state) continue;
         const x = node.position[0];
         const y = node.position[1];
-        const height = this.state.getNodeHeight(node.type);
+        const height = getNodeHeight(node.state.type!);
         if (x > x1 - 20 && x < x2 && y > y1 - height && y < y2) {
           this.state.selectedNodes?.add(node.id);
         } else {
diff --git a/app/src/lib/graph-interface/helpers/index.ts b/app/src/lib/graph-interface/helpers/index.ts
index e165bdd..448ed0e 100644
--- a/app/src/lib/graph-interface/helpers/index.ts
+++ b/app/src/lib/graph-interface/helpers/index.ts
@@ -35,6 +35,9 @@ export function createNodePath({
   rightBump = false,
   aspectRatio = 1
 } = {}) {
+  const leftBumpTopY = y + height / 2;
+  const leftBumpBottomY = y - height / 2;
+
   return `M0,${cornerTop}
       ${
     cornerTop
@@ -64,9 +67,7 @@ export function createNodePath({
   }
       ${
     leftBump
-      ? ` V${y + height / 2} C${depth},${y + height / 2} ${depth},${y - height / 2} 0,${
-        y - height / 2
-      }`
+      ? ` V${leftBumpTopY} C${depth},${leftBumpTopY} ${depth},${leftBumpBottomY} 0,${leftBumpBottomY}`
       : ` H0`
   }
       Z`.replace(/\s+/g, ' ');
diff --git a/app/src/lib/graph-interface/helpers/nodeHelpers.ts b/app/src/lib/graph-interface/helpers/nodeHelpers.ts
new file mode 100644
index 0000000..c214314
--- /dev/null
+++ b/app/src/lib/graph-interface/helpers/nodeHelpers.ts
@@ -0,0 +1,73 @@
+import type { NodeDefinition, NodeInstance } from '@nodarium/types';
+
+export function getParameterHeight(node: NodeDefinition, inputKey: string) {
+  const input = node.inputs?.[inputKey];
+  if (!input) {
+    return 0;
+  }
+
+  if (inputKey === 'seed') return 0;
+  if (!node.inputs) return 0;
+  if ('setting' in input) return 0;
+  if (input.hidden) return 0;
+
+  if (input.type === 'shape' && input.external !== true) {
+    return 200;
+  }
+  if (
+    input?.label !== '' && !input.external && input.type !== 'path'
+    && input.type !== 'geometry'
+  ) {
+    return 100;
+  }
+  return 50;
+}
+
+export function getSocketPosition(
+  node: NodeInstance,
+  index: string | number
+): [number, number] {
+  if (typeof index === 'number') {
+    return [
+      (node?.state?.x ?? node.position[0]) + 20,
+      (node?.state?.y ?? node.position[1]) + 2.5 + 10 * index
+    ];
+  } else {
+    let height = 5;
+    let nodeType = node.state.type!;
+    const inputs = nodeType.inputs || {};
+    for (const inputKey in inputs) {
+      const h = getParameterHeight(nodeType, inputKey) / 10;
+      console.log({ inputKey, h });
+      if (inputKey === index) {
+        height += h / 2;
+        break;
+      }
+      height += h;
+    }
+    return [
+      node?.state?.x ?? node.position[0],
+      (node?.state?.y ?? node.position[1]) + height
+    ];
+  }
+}
+
+const nodeHeightCache: Record<string, number> = {};
+export function getNodeHeight(node: NodeDefinition) {
+  if (node.id in nodeHeightCache) {
+    return nodeHeightCache[node.id];
+  }
+  if (!node?.inputs) {
+    return 5;
+  }
+  let height = 5;
+  console.log('Get Node Height', node.id);
+
+  for (const key in node.inputs) {
+    const h = getParameterHeight(node, key) / 10;
+    height += h;
+  }
+
+  nodeHeightCache[node.id] = height;
+  return height;
+}
diff --git a/app/src/lib/graph-interface/node/Node.svelte b/app/src/lib/graph-interface/node/Node.svelte
index 0e72475..81cfdfc 100644
--- a/app/src/lib/graph-interface/node/Node.svelte
+++ b/app/src/lib/graph-interface/node/Node.svelte
@@ -5,6 +5,7 @@
   import { type Mesh } from 'three';
   import { getGraphState } from '../graph-state.svelte';
   import { colors } from '../graph/colors.svelte';
+  import { getNodeHeight } from '../helpers/nodeHelpers';
   import NodeFrag from './Node.frag';
   import NodeVert from './Node.vert';
   import NodeHtml from './NodeHTML.svelte';
@@ -31,7 +32,7 @@
 
   let meshRef: Mesh | undefined = $state();
 
-  const height = graphState.getNodeHeight(node.type);
+  const height = getNodeHeight(node.state.type!);
 
   $effect(() => {
     if (meshRef && !node.state?.mesh) {
diff --git a/app/src/lib/graph-interface/node/NodeHeader.svelte b/app/src/lib/graph-interface/node/NodeHeader.svelte
index a3bdb11..dae3399 100644
--- a/app/src/lib/graph-interface/node/NodeHeader.svelte
+++ b/app/src/lib/graph-interface/node/NodeHeader.svelte
@@ -1,7 +1,9 @@
 <script lang="ts">
+  import { appSettings } from '$lib/settings/app-settings.svelte';
   import type { NodeInstance } from '@nodarium/types';
   import { getGraphState } from '../graph-state.svelte';
   import { createNodePath } from '../helpers/index.js';
+  import { getSocketPosition } from '../helpers/nodeHelpers';
 
   const graphState = getGraphState();
 
@@ -14,7 +16,7 @@
       graphState.setDownSocket?.({
         node,
         index: 0,
-        position: graphState.getSocketPosition?.(node, 0)
+        position: getSocketPosition?.(node, 0)
       });
     }
   }
@@ -47,6 +49,9 @@
 
 <div class="wrapper" data-node-id={node.id} data-node-type={node.type}>
   <div class="content">
+    {#if appSettings.value.debug.advancedMode}
+      <span class="bg-white text-black! mr-2 px-1 rounded-sm opacity-30">{node.id}</span>
+    {/if}
     {node.type.split('/').pop()}
   </div>
   <div
diff --git a/app/src/lib/graph-interface/node/NodeParameter.svelte b/app/src/lib/graph-interface/node/NodeParameter.svelte
index 0889c21..56895d8 100644
--- a/app/src/lib/graph-interface/node/NodeParameter.svelte
+++ b/app/src/lib/graph-interface/node/NodeParameter.svelte
@@ -2,6 +2,7 @@
   import type { NodeInput, NodeInstance } from '@nodarium/types';
   import { getGraphManager, getGraphState } from '../graph-state.svelte';
   import { createNodePath } from '../helpers';
+  import { getParameterHeight, getSocketPosition } from '../helpers/nodeHelpers';
   import NodeInputEl from './NodeInput.svelte';
 
   type Props = {
@@ -12,19 +13,18 @@
   };
 
   const graph = getGraphManager();
+  const graphState = getGraphState();
+  const graphId = graph?.id;
+  const elementId = `input-${Math.random().toString(36).substring(7)}`;
 
   let { node = $bindable(), input, id, isLast }: Props = $props();
 
-  const inputType = $derived(node?.state?.type?.inputs?.[id]);
+  const nodeType = $derived(node.state.type!);
+
+  const inputType = $derived(nodeType.inputs?.[id]);
 
   const socketId = $derived(`${node.id}-${id}`);
-  const isShape = $derived(input.type === 'shape' && input.external !== true);
-  const height = $derived(isShape ? 200 : 100);
-
-  const graphState = getGraphState();
-  const graphId = graph?.id;
-
-  const elementId = `input-${Math.random().toString(36).substring(7)}`;
+  const height = $derived(getParameterHeight(nodeType, id));
 
   function handleMouseDown(ev: MouseEvent) {
     ev.preventDefault();
@@ -32,18 +32,18 @@
     graphState.setDownSocket({
       node,
       index: id,
-      position: graphState.getSocketPosition?.(node, id)
+      position: getSocketPosition(node, id)
     });
   }
 
-  const leftBump = $derived(node.state?.type?.inputs?.[id].internal !== true);
+  const leftBump = $derived(nodeType.inputs?.[id].internal !== true);
   const cornerBottom = $derived(isLast ? 5 : 0);
   const aspectRatio = 0.5;
 
   const path = $derived(
     createNodePath({
       depth: 6,
-      height: 18,
+      height: 1700 / height,
       y: 50.5,
       cornerBottom,
       leftBump,
@@ -53,7 +53,7 @@
   const pathHover = $derived(
     createNodePath({
       depth: 7,
-      height: 20,
+      height: 2000 / height,
       y: 50.5,
       cornerBottom,
       leftBump,
@@ -74,10 +74,6 @@
       {#if inputType?.label !== ''}
         <label for={elementId} title={input.description}>{input.label || id}</label>
       {/if}
-      <span
-        class="absolute i-[tabler--help-circle] size-4 block top-2 right-2 opacity-30"
-        title={JSON.stringify(input, null, 2)}
-      ></span>
       {#if inputType?.external !== true}
         <NodeInputEl {graph} {elementId} bind:node {input} {id} />
       {/if}
-- 
2.49.1


From da09f8ba1eda5ed347433d37064a3b4ab49e627e Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 16:18:29 +0100
Subject: [PATCH 06/16] refactor: move debug node into runtime

---
 app/src/lib/node-registry/debugNode.ts        | 23 +++++++++++++++++++
 app/src/lib/runtime/runtime-executor.ts       | 17 ++++++++++++++
 .../worker-runtime-executor-backend.ts        |  7 +++++-
 app/src/routes/+page.svelte                   | 14 +----------
 4 files changed, 47 insertions(+), 14 deletions(-)
 create mode 100644 app/src/lib/node-registry/debugNode.ts

diff --git a/app/src/lib/node-registry/debugNode.ts b/app/src/lib/node-registry/debugNode.ts
new file mode 100644
index 0000000..d03231d
--- /dev/null
+++ b/app/src/lib/node-registry/debugNode.ts
@@ -0,0 +1,23 @@
+const data: Record<string, unknown> = {};
+
+export function clearDebugData() {
+  for (const key in data) {
+    delete data[key];
+  }
+}
+
+export function getDebugData() {
+  return { ...data };
+}
+
+export const debugNode = {
+  id: 'max/plantarium/debug',
+  inputs: {
+    a: {
+      type: '*'
+    }
+  },
+  execute(data: Int32Array) {
+    return data;
+  }
+} as const;
diff --git a/app/src/lib/runtime/runtime-executor.ts b/app/src/lib/runtime/runtime-executor.ts
index 0248f25..8974257 100644
--- a/app/src/lib/runtime/runtime-executor.ts
+++ b/app/src/lib/runtime/runtime-executor.ts
@@ -59,6 +59,7 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
   private definitionMap: Map<string, NodeDefinition> = new Map();
 
   private seed = Math.floor(Math.random() * 100000000);
+  private debugData: Record<string, Int32Array> = {};
 
   perf?: PerformanceStore;
 
@@ -139,6 +140,14 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
       nodes.push(node);
     }
 
+    for (const node of graphNodes) {
+      if (node.type.endsWith('/debug')) {
+        node.state = node.state || {};
+        node.state.depth = Math.min(...node.state.parents.map(s => s.state.depth), 1) - 1;
+        nodes.push(node);
+      }
+    }
+
     return [outputNode, nodes] as const;
   }
 
@@ -146,6 +155,7 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
     this.perf?.addPoint('runtime');
 
     let a = performance.now();
+    this.debugData = {};
 
     // Then we add some metadata to the graph
     const [outputNode, nodes] = await this.addMetaData(graph);
@@ -245,6 +255,9 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
         log.log(`Inputs:`, inputs);
         a = performance.now();
         results[node.id] = node_type.execute(encoded_inputs);
+        if (node_type.id.endsWith('/debug')) {
+          this.debugData[node.id] = results[node.id];
+        }
         log.log('Executed', node.type, node.id);
         b = performance.now();
 
@@ -273,6 +286,10 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
     return res as unknown as Int32Array;
   }
 
+  getDebugData() {
+    return this.debugData;
+  }
+
   getPerformanceData() {
     return this.perf?.get();
   }
diff --git a/app/src/lib/runtime/worker-runtime-executor-backend.ts b/app/src/lib/runtime/worker-runtime-executor-backend.ts
index 1e7f581..2def545 100644
--- a/app/src/lib/runtime/worker-runtime-executor-backend.ts
+++ b/app/src/lib/runtime/worker-runtime-executor-backend.ts
@@ -1,3 +1,4 @@
+import { debugNode } from '$lib/node-registry/debugNode';
 import { IndexDBCache, RemoteNodeRegistry } from '$lib/node-registry/index';
 import type { Graph } from '@nodarium/types';
 import { createPerformanceStore } from '@nodarium/utils';
@@ -5,7 +6,7 @@ import { MemoryRuntimeExecutor } from './runtime-executor';
 import { MemoryRuntimeCache } from './runtime-executor-cache';
 
 const indexDbCache = new IndexDBCache('node-registry');
-const nodeRegistry = new RemoteNodeRegistry('', indexDbCache);
+const nodeRegistry = new RemoteNodeRegistry('', indexDbCache, [debugNode]);
 
 const cache = new MemoryRuntimeCache();
 const executor = new MemoryRuntimeExecutor(nodeRegistry, cache);
@@ -43,3 +44,7 @@ export async function executeGraph(
 export function getPerformanceData() {
   return performanceStore.get();
 }
+
+export function getDebugData() {
+  return executor.getDebugData();
+}
diff --git a/app/src/routes/+page.svelte b/app/src/routes/+page.svelte
index eaf23d2..33a4e53 100644
--- a/app/src/routes/+page.svelte
+++ b/app/src/routes/+page.svelte
@@ -4,6 +4,7 @@
   import Grid from '$lib/grid';
   import { debounceAsyncFunction } from '$lib/helpers';
   import { createKeyMap } from '$lib/helpers/createKeyMap';
+  import { debugNode } from '$lib/node-registry/debugNode.js';
   import { IndexDBCache, RemoteNodeRegistry } from '$lib/node-registry/index';
   import NodeStore from '$lib/node-store/NodeStore.svelte';
   import PerformanceViewer from '$lib/performance/PerformanceViewer.svelte';
@@ -33,19 +34,6 @@
 
   const registryCache = new IndexDBCache('node-registry');
 
-  const debugNode = {
-    id: 'max/plantarium/debug',
-    inputs: {
-      a: {
-        type: '*'
-      }
-    },
-    execute(data: Int32Array) {
-      console.log({ data });
-      return data;
-    }
-  } as const;
-
   const nodeRegistry = new RemoteNodeRegistry('', registryCache, [debugNode]);
   const workerRuntime = new WorkerRuntimeExecutor();
   const runtimeCache = new MemoryRuntimeCache();
-- 
2.49.1


From 3f440728fc8a94d59022bb545f418be049a1f1ba Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 18:11:14 +0100
Subject: [PATCH 07/16] feat: implement variable height for node shader

---
 .../graph-interface/helpers/nodeHelpers.ts    |  2 -
 app/src/lib/graph-interface/node/Node.frag    | 80 +++++++++++++------
 app/src/lib/graph-interface/node/Node.svelte  | 39 ++++++---
 .../graph-interface/node/NodeParameter.svelte |  4 +-
 packages/ui/src/lib/app.css                   |  8 +-
 5 files changed, 91 insertions(+), 42 deletions(-)

diff --git a/app/src/lib/graph-interface/helpers/nodeHelpers.ts b/app/src/lib/graph-interface/helpers/nodeHelpers.ts
index c214314..c66b907 100644
--- a/app/src/lib/graph-interface/helpers/nodeHelpers.ts
+++ b/app/src/lib/graph-interface/helpers/nodeHelpers.ts
@@ -38,7 +38,6 @@ export function getSocketPosition(
     const inputs = nodeType.inputs || {};
     for (const inputKey in inputs) {
       const h = getParameterHeight(nodeType, inputKey) / 10;
-      console.log({ inputKey, h });
       if (inputKey === index) {
         height += h / 2;
         break;
@@ -61,7 +60,6 @@ export function getNodeHeight(node: NodeDefinition) {
     return 5;
   }
   let height = 5;
-  console.log('Get Node Height', node.id);
 
   for (const key in node.inputs) {
     const h = getParameterHeight(node, key) / 10;
diff --git a/app/src/lib/graph-interface/node/Node.frag b/app/src/lib/graph-interface/node/Node.frag
index 997ace1..46a6151 100644
--- a/app/src/lib/graph-interface/node/Node.frag
+++ b/app/src/lib/graph-interface/node/Node.frag
@@ -1,56 +1,88 @@
-
 varying vec2 vUv;
 
 uniform float uWidth;
 uniform float uHeight;
+uniform float uZoom; 
 
 uniform vec3 uColorDark;
 uniform vec3 uColorBright;
-
 uniform vec3 uStrokeColor;
-uniform float uStrokeWidth;
+
+const float uHeaderHeight = 5.0; 
+uniform float uSectionHeights[16]; 
+uniform int uNumSections;
 
 float msign(in float x) { return (x < 0.0) ? -1.0 : 1.0; }
+float sdCircle(vec2 p, float r) { return length(p) - r; }
 
 vec4 roundedBoxSDF( in vec2 p, in vec2 b, in float r, in float s) {
   vec2 q = abs(p) - b + r;
   float l = b.x + b.y + 1.570796 * r;
-
   float k1 = min(max(q.x, q.y), 0.0) + length(max(q, 0.0)) - r;
   float k2 = ((q.x > 0.0) ? atan(q.y, q.x) : 1.570796);
   float k3 = 3.0 + 2.0 * msign(min(p.x, -p.y)) - msign(p.x);
   float k4 = msign(p.x * p.y);
   float k5 = r * k2 + max(-q.x, 0.0);
-
   float ra = s * round(k1 / s);
   float l2 = l + 1.570796 * ra;
-
   return vec4(k1 - ra, k3 * l2 + k4 * (b.y + ((q.y > 0.0) ? k5 + k2 * ra : q.y)), 4.0 * l2, k1);
 }
 
 void main(){
+  float strokeWidth = mix(2.0, 0.5, uZoom);
+  
+  float borderRadius = 0.5;
+  float dentRadius = 0.8;
 
-  float y = (1.0-vUv.y) * uHeight;
+  float y = (1.0 - vUv.y) * uHeight;
   float x = vUv.x * uWidth;
-
   vec2 size = vec2(uWidth, uHeight);
-  vec2 uv = (vUv - 0.5) * 2.0;
+  vec2 uvCenter = (vUv - 0.5) * 2.0;
 
-  float u_border_radius = 0.4;
-  vec4 distance = roundedBoxSDF(uv * size, size, u_border_radius*2.0, 0.0);
+  vec4 boxData = roundedBoxSDF(uvCenter * size, size, borderRadius * 2.0, 0.0);
+  float sceneSDF = boxData.w;
 
-  if (distance.w > 0.0 ) {
-    // outside
-    gl_FragColor = vec4(0.0,0.0,0.0, 0.0);
-  }else{
-    if (distance.w > -uStrokeWidth || mod(y+5.0, 10.0) < uStrokeWidth/2.0) {
-      // draw the outer stroke
-      gl_FragColor = vec4(uStrokeColor, 1.0);
-    }else if (y<5.0){
-      // draw the header
-      gl_FragColor = vec4(uColorBright, 1.0);
-    }else{
-      gl_FragColor = vec4(uColorDark, 1.0);
-    }
+  vec2 headerDentPos = vec2(uWidth, uHeaderHeight * 0.5);
+  float headerDentDist = sdCircle(vec2(x, y) - headerDentPos, dentRadius);
+  sceneSDF = max(sceneSDF, -headerDentDist*2.0);
+
+  float currentYBoundary = uHeaderHeight;
+  float previousYBoundary = uHeaderHeight;
+
+  for (int i = 0; i < 16; i++) {
+    if (i >= uNumSections) break;
+    
+    float sectionHeight = uSectionHeights[i];
+    currentYBoundary += sectionHeight;
+    
+    float centerY = previousYBoundary + (sectionHeight * 0.5);
+    vec2 circlePos = vec2(0.0, centerY);
+    float circleDist = sdCircle(vec2(x, y) - circlePos, dentRadius);
+    
+    sceneSDF = max(sceneSDF, -circleDist*2.0);
+    previousYBoundary = currentYBoundary;
+  }
+
+  if (sceneSDF > 0.05) { 
+    gl_FragColor = vec4(0.0, 0.0, 0.0, 0.0);
+    return;
+  }
+
+  vec3 finalColor = (y < uHeaderHeight) ? uColorBright : uColorDark;
+  bool isDivider = false;
+
+  float dividerY = uHeaderHeight;
+  if (abs(y - dividerY) < strokeWidth * 0.25) isDivider = true;
+  
+  for (int i = 0; i < 16; i++) {
+    if (i >= uNumSections - 1) break;
+    dividerY += uSectionHeights[i];
+    if (abs(y - dividerY) < strokeWidth * 0.25) isDivider = true;
+  }
+
+  if (sceneSDF > -strokeWidth || isDivider) {
+    gl_FragColor = vec4(uStrokeColor, 1.0);
+  } else {
+    gl_FragColor = vec4(finalColor, 1.0);
   }
 }
diff --git a/app/src/lib/graph-interface/node/Node.svelte b/app/src/lib/graph-interface/node/Node.svelte
index 81cfdfc..cba7fd7 100644
--- a/app/src/lib/graph-interface/node/Node.svelte
+++ b/app/src/lib/graph-interface/node/Node.svelte
@@ -5,7 +5,7 @@
   import { type Mesh } from 'three';
   import { getGraphState } from '../graph-state.svelte';
   import { colors } from '../graph/colors.svelte';
-  import { getNodeHeight } from '../helpers/nodeHelpers';
+  import { getNodeHeight, getParameterHeight } from '../helpers/nodeHelpers';
   import NodeFrag from './Node.frag';
   import NodeVert from './Node.vert';
   import NodeHtml from './NodeHTML.svelte';
@@ -15,9 +15,10 @@
   type Props = {
     node: NodeInstance;
     inView: boolean;
-    z: number;
   };
-  let { node = $bindable(), inView, z }: Props = $props();
+  let { node = $bindable(), inView }: Props = $props();
+
+  const nodeType = $derived(node.state.type!);
 
   const isActive = $derived(graphState.activeNodeId === node.id);
   const isSelected = $derived(graphState.selectedNodes.has(node.id));
@@ -30,16 +31,29 @@
         : colors.outline)
   );
 
+  const sectionHeights = $derived(
+    Object
+      .keys(nodeType.inputs || {})
+      .map(key => getParameterHeight(nodeType, key) / 10)
+      .filter(b => !!b)
+  );
+
   let meshRef: Mesh | undefined = $state();
 
   const height = getNodeHeight(node.state.type!);
 
+  const zoom = $derived(graphState.cameraPosition[2]);
+
   $effect(() => {
     if (meshRef && !node.state?.mesh) {
       node.state.mesh = meshRef;
       graphState.updateNodePosition(node);
     }
   });
+  const zoomValue = $derived(
+    (Math.log(graphState.cameraPosition[2]) - Math.log(1)) / (Math.log(40) - Math.log(1))
+  );
+  // const zoomValue = (graphState.cameraPosition[2] - 1) / 39;
 </script>
 
 <T.Mesh
@@ -48,7 +62,7 @@
   position.y={0.8}
   rotation.x={-Math.PI / 2}
   bind:ref={meshRef}
-  visible={inView && z < 7}
+  visible={inView && zoom < 7}
 >
   <T.PlaneGeometry args={[20, height]} radius={1} />
   <T.ShaderMaterial
@@ -58,14 +72,19 @@
     uniforms={{
       uColorBright: { value: colors['layer-2'] },
       uColorDark: { value: colors['layer-1'] },
-      uStrokeColor: { value: colors['layer-2'].clone() },
-      uStrokeWidth: { value: 1.0 },
+      uStrokeColor: { value: colors.outline.clone() },
+      uSectionHeights: { value: [5, 10] },
+      uNumSections: { value: 2 },
       uWidth: { value: 20 },
-      uHeight: { value: height }
+      uHeight: { value: 200 },
+      uZoom: { value: 1.0 }
     }}
-    uniforms.uStrokeColor.value={strokeColor.clone()}
-    uniforms.uStrokeWidth.value={(7 - z) / 3}
+    uniforms.uZoom.value={zoomValue}
+    uniforms.uHeight.value={height}
+    uniforms.uSectionHeights.value={sectionHeights}
+    uniforms.uNumSections.value={sectionHeights.length}
+    uniforms.uStrokeColor.value={strokeColor}
   />
 </T.Mesh>
 
-<NodeHtml bind:node {inView} {isActive} {isSelected} {z} />
+<NodeHtml bind:node {inView} {isActive} {isSelected} z={zoom} />
diff --git a/app/src/lib/graph-interface/node/NodeParameter.svelte b/app/src/lib/graph-interface/node/NodeParameter.svelte
index 56895d8..09decc9 100644
--- a/app/src/lib/graph-interface/node/NodeParameter.svelte
+++ b/app/src/lib/graph-interface/node/NodeParameter.svelte
@@ -43,7 +43,7 @@
   const path = $derived(
     createNodePath({
       depth: 6,
-      height: 1700 / height,
+      height: 2000 / height,
       y: 50.5,
       cornerBottom,
       leftBump,
@@ -53,7 +53,7 @@
   const pathHover = $derived(
     createNodePath({
       depth: 7,
-      height: 2000 / height,
+      height: 2200 / height,
       y: 50.5,
       cornerBottom,
       leftBump,
diff --git a/packages/ui/src/lib/app.css b/packages/ui/src/lib/app.css
index 6758ef6..f1d64c8 100644
--- a/packages/ui/src/lib/app.css
+++ b/packages/ui/src/lib/app.css
@@ -3,10 +3,10 @@
   prefix: "i";
 }
 
-@source inline("{hover:,}{bg-,outline-,text-,}layer-0");
-@source inline("{hover:,}{bg-,outline-,text-,}layer-1");
-@source inline("{hover:,}{bg-,outline-,text-,}layer-2");
-@source inline("{hover:,}{bg-,outline-,text-,}layer-3");
+@source inline("{hover:,}{bg-,outline-,text-,}layer-0{/30,/50,}");
+@source inline("{hover:,}{bg-,outline-,text-,}layer-1{/30,/50,}");
+@source inline("{hover:,}{bg-,outline-,text-,}layer-2{/30,/50,}");
+@source inline("{hover:,}{bg-,outline-,text-,}layer-3{/30,/50,}");
 @source inline("{hover:,}{bg-,outline-,text-,}active");
 @source inline("{hover:,}{bg-,outline-,text-,}selected");
 @source inline("{hover:,}{bg-,outline-,text-,}outline{!,}");
-- 
2.49.1


From 3235cae9049e193c242b6091cee9f01e67ee850e Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 18:19:27 +0100
Subject: [PATCH 08/16] chore: fix lint and typecheck errors

---
 app/src/lib/graph-interface/graph/Graph.svelte     | 1 -
 app/src/lib/graph-interface/helpers/nodeHelpers.ts | 2 +-
 packages/types/src/inputs.ts                       | 3 ++-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/app/src/lib/graph-interface/graph/Graph.svelte b/app/src/lib/graph-interface/graph/Graph.svelte
index a68a7fd..48a9304 100644
--- a/app/src/lib/graph-interface/graph/Graph.svelte
+++ b/app/src/lib/graph-interface/graph/Graph.svelte
@@ -209,7 +209,6 @@
             <NodeEl
               {node}
               inView={graphState.isNodeInView(node)}
-              z={graphState.cameraPosition[2]}
             />
           {/each}
         </div>
diff --git a/app/src/lib/graph-interface/helpers/nodeHelpers.ts b/app/src/lib/graph-interface/helpers/nodeHelpers.ts
index c66b907..1058780 100644
--- a/app/src/lib/graph-interface/helpers/nodeHelpers.ts
+++ b/app/src/lib/graph-interface/helpers/nodeHelpers.ts
@@ -34,7 +34,7 @@ export function getSocketPosition(
     ];
   } else {
     let height = 5;
-    let nodeType = node.state.type!;
+    const nodeType = node.state.type!;
     const inputs = nodeType.inputs || {};
     for (const inputKey in inputs) {
       const h = getParameterHeight(nodeType, inputKey) / 10;
diff --git a/packages/types/src/inputs.ts b/packages/types/src/inputs.ts
index 54129c9..4a09b6e 100644
--- a/packages/types/src/inputs.ts
+++ b/packages/types/src/inputs.ts
@@ -91,7 +91,8 @@ export const NodeInputPathSchema = z.object({
 
 export const NodeInputAnySchema = z.object({
   ...DefaultOptionsSchema.shape,
-  type: z.literal('*')
+  type: z.literal('*'),
+  value: z.any().optional()
 });
 
 export const NodeInputSchema = z.union([
-- 
2.49.1


From 48cee58ad337c1c6c59a0eb55bf9b5ecd16b99d0 Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 18:26:13 +0100
Subject: [PATCH 09/16] chore: update test snapshots

---
 .../main.test.ts-snapshots/test-1-linux.png   | Bin 43078 -> 43167 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/app/e2e/main.test.ts-snapshots/test-1-linux.png b/app/e2e/main.test.ts-snapshots/test-1-linux.png
index 8a06ff72e5187e945d340bfcb7ad67b0557c8ded..7be9fee1f53ebf2d58ef41b17e5dfaec41053d40 100644
GIT binary patch
literal 43167
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UyGZ7j3k*Qu>FVdQ&MBb@0B=?y?EnA(

-- 
2.49.1


From 15e08a816339bdf9de9ecb6a57a7defff42dbe8c Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 21:33:47 +0100
Subject: [PATCH 10/16] feat: implement debug node

Closes #39
---
 app/src/lib/result-viewer/Debug.svelte        | 19 ++++
 app/src/lib/result-viewer/Scene.svelte        | 62 ++-----------
 app/src/lib/result-viewer/Viewer.svelte       | 39 ++------
 app/src/lib/result-viewer/debug.ts            | 90 +++++++++++++++++++
 app/src/lib/runtime/runtime-executor.ts       | 19 ++--
 app/src/lib/runtime/types.ts                  |  1 +
 .../lib/runtime/worker-runtime-executor.ts    |  7 +-
 app/src/lib/settings/app-settings.svelte.ts   | 15 ----
 .../sidebar/panels/ActiveNodeSelected.svelte  |  6 +-
 app/src/routes/+page.svelte                   |  3 +
 packages/utils/src/flatTree.test.ts           | 84 ++++++++++++++++-
 11 files changed, 234 insertions(+), 111 deletions(-)
 create mode 100644 app/src/lib/result-viewer/Debug.svelte
 create mode 100644 app/src/lib/result-viewer/debug.ts

diff --git a/app/src/lib/result-viewer/Debug.svelte b/app/src/lib/result-viewer/Debug.svelte
new file mode 100644
index 0000000..2de0ffa
--- /dev/null
+++ b/app/src/lib/result-viewer/Debug.svelte
@@ -0,0 +1,19 @@
+<script lang="ts">
+  import { T } from '@threlte/core';
+  import type { Group } from 'three';
+  import { updateDebugScene } from './debug';
+
+  type Props = {
+    debugData?: Record<number, { type: string; data: Int32Array }>;
+  };
+
+  let group = $state<Group>(null!);
+  const { debugData }: Props = $props();
+
+  $effect(() => {
+    if (!group || !debugData) return;
+    updateDebugScene(group, $state.snapshot(debugData));
+  });
+</script>
+
+<T.Group bind:ref={group} />
diff --git a/app/src/lib/result-viewer/Scene.svelte b/app/src/lib/result-viewer/Scene.svelte
index cf3736b..e68af5a 100644
--- a/app/src/lib/result-viewer/Scene.svelte
+++ b/app/src/lib/result-viewer/Scene.svelte
@@ -1,33 +1,26 @@
 <script lang="ts">
   import { colors } from '$lib/graph-interface/graph/colors.svelte';
   import { T, useTask, useThrelte } from '@threlte/core';
-  import { Grid, MeshLineGeometry, MeshLineMaterial, Text } from '@threlte/extras';
-  import {
-    Box3,
-    type BufferGeometry,
-    type Group,
-    Mesh,
-    MeshBasicMaterial,
-    Vector3,
-    type Vector3Tuple
-  } from 'three';
+  import { Grid } from '@threlte/extras';
+  import { Box3, type BufferGeometry, type Group, Mesh, MeshBasicMaterial, Vector3 } from 'three';
   import { appSettings } from '../settings/app-settings.svelte';
   import Camera from './Camera.svelte';
+  import Debug from './Debug.svelte';
 
   const { renderStage, invalidate: _invalidate } = useThrelte();
 
   type Props = {
     fps: number[];
-    lines: Vector3[][];
+    debugData?: Record<number, { type: string; data: Int32Array }>;
     scene: Group;
     centerCamera: boolean;
   };
 
   let {
-    lines,
     centerCamera,
     fps = $bindable(),
-    scene = $bindable()
+    scene = $bindable(),
+    debugData
   }: Props = $props();
 
   let geometries = $state.raw<BufferGeometry[]>([]);
@@ -91,18 +84,12 @@
     });
     _invalidate();
   });
-
-  function getPosition(geo: BufferGeometry, i: number) {
-    return [
-      geo.attributes.position.array[i],
-      geo.attributes.position.array[i + 1],
-      geo.attributes.position.array[i + 2]
-    ] as Vector3Tuple;
-  }
 </script>
 
 <Camera {center} {centerCamera} />
 
+<Debug {debugData} />
+
 {#if appSettings.value.showGrid}
   <Grid
     cellColor={colors['outline']}
@@ -116,35 +103,4 @@
     fadeOrigin={new Vector3(0, 0, 0)}
   />
 {/if}
-
-<T.Group>
-  {#if geometries}
-    {#each geometries as geo (geo.id)}
-      {#if appSettings.value.debug.showIndices}
-        {#each geo.attributes.position.array, i (i)}
-          {#if i % 3 === 0}
-            <Text fontSize={0.25} position={getPosition(geo, i)} />
-          {/if}
-        {/each}
-      {/if}
-
-      {#if appSettings.value.debug.showVertices}
-        <T.Points visible={true}>
-          <T is={geo} />
-          <T.PointsMaterial size={0.25} />
-        </T.Points>
-      {/if}
-    {/each}
-  {/if}
-
-  <T.Group bind:ref={scene}></T.Group>
-</T.Group>
-
-{#if appSettings.value.debug.showStemLines && lines}
-  {#each lines as line (line[0].x + '-' + line[0].y + '-' + '' + line[0].z)}
-    <T.Mesh>
-      <MeshLineGeometry points={line} />
-      <MeshLineMaterial width={0.1} color="red" depthTest={false} />
-    </T.Mesh>
-  {/each}
-{/if}
+<T.Group bind:ref={scene}></T.Group>
diff --git a/app/src/lib/result-viewer/Viewer.svelte b/app/src/lib/result-viewer/Viewer.svelte
index 7162bb0..c7a370d 100644
--- a/app/src/lib/result-viewer/Viewer.svelte
+++ b/app/src/lib/result-viewer/Viewer.svelte
@@ -1,10 +1,10 @@
 <script lang="ts">
   import SmallPerformanceViewer from '$lib/performance/SmallPerformanceViewer.svelte';
   import { appSettings } from '$lib/settings/app-settings.svelte';
-  import { decodeFloat, splitNestedArray } from '@nodarium/utils';
+  import { splitNestedArray } from '@nodarium/utils';
   import type { PerformanceStore } from '@nodarium/utils';
   import { Canvas } from '@threlte/core';
-  import { DoubleSide, Vector3 } from 'three';
+  import { DoubleSide } from 'three';
   import { type Group, MeshMatcapMaterial, TextureLoader } from 'three';
   import { createGeometryPool, createInstancedGeometryPool } from './geometryPool';
   import Scene from './Scene.svelte';
@@ -23,6 +23,7 @@
 
   let geometryPool: ReturnType<typeof createGeometryPool>;
   let instancePool: ReturnType<typeof createInstancedGeometryPool>;
+
   export function updateGeometries(inputs: Int32Array[], group: Group) {
     geometryPool = geometryPool || createGeometryPool(group, material);
     instancePool = instancePool || createInstancedGeometryPool(group, material);
@@ -40,44 +41,16 @@
     scene: Group;
     centerCamera: boolean;
     perf: PerformanceStore;
+    debugData?: Record<number, { type: string; data: Int32Array }>;
   };
 
-  let { scene = $bindable(), centerCamera, perf }: Props = $props();
-
-  let lines = $state<Vector3[][]>([]);
-
-  function createLineGeometryFromEncodedData(encodedData: Int32Array) {
-    const positions: Vector3[] = [];
-
-    const amount = (encodedData.length - 1) / 4;
-
-    for (let i = 0; i < amount; i++) {
-      const x = decodeFloat(encodedData[2 + i * 4 + 0]);
-      const y = decodeFloat(encodedData[2 + i * 4 + 1]);
-      const z = decodeFloat(encodedData[2 + i * 4 + 2]);
-      positions.push(new Vector3(x, y, z));
-    }
-
-    return positions;
-  }
+  let { scene = $bindable(), centerCamera, debugData, perf }: Props = $props();
 
   export const update = function update(result: Int32Array) {
     perf.addPoint('split-result');
     const inputs = splitNestedArray(result);
     perf.endPoint();
 
-    if (appSettings.value.debug.showStemLines) {
-      perf.addPoint('create-lines');
-      lines = inputs
-        .map((input) => {
-          if (input[0] === 0) {
-            return createLineGeometryFromEncodedData(input);
-          }
-        })
-        .filter(Boolean) as Vector3[][];
-      perf.endPoint();
-    }
-
     perf.addPoint('update-geometries');
 
     const { totalVertices, totalFaces } = updateGeometries(inputs, scene);
@@ -97,8 +70,8 @@
   <Canvas>
     <Scene
       bind:this={sceneComponent}
-      {lines}
       {centerCamera}
+      {debugData}
       bind:scene
       bind:fps
     />
diff --git a/app/src/lib/result-viewer/debug.ts b/app/src/lib/result-viewer/debug.ts
new file mode 100644
index 0000000..ea40319
--- /dev/null
+++ b/app/src/lib/result-viewer/debug.ts
@@ -0,0 +1,90 @@
+import { splitNestedArray } from '@nodarium/utils';
+import {
+  BufferGeometry,
+  type Group,
+  InstancedMesh,
+  Line,
+  LineBasicMaterial,
+  Matrix4,
+  MeshBasicMaterial,
+  SphereGeometry,
+  Vector3
+} from 'three';
+
+function writePath(scene: Group, data: Int32Array): Vector3[] {
+  const positions: Vector3[] = [];
+  const f32 = new Float32Array(data.buffer);
+
+  for (let i = 2; i + 2 < f32.length; i += 4) {
+    const vec = new Vector3(f32[i], f32[i + 1], f32[i + 2]);
+    positions.push(vec);
+  }
+
+  // Path line
+  if (positions.length >= 2) {
+    const geometry = new BufferGeometry().setFromPoints(positions);
+    const line = new Line(
+      geometry,
+      new LineBasicMaterial({ color: 0xff0000, depthTest: false })
+    );
+    scene.add(line);
+  }
+
+  // Instanced spheres at points
+  if (positions.length > 0) {
+    const sphereGeometry = new SphereGeometry(0.05, 8, 8); // keep low-poly
+    const sphereMaterial = new MeshBasicMaterial({
+      color: 0xff0000,
+      depthTest: false
+    });
+
+    const spheres = new InstancedMesh(
+      sphereGeometry,
+      sphereMaterial,
+      positions.length
+    );
+
+    const matrix = new Matrix4();
+    for (let i = 0; i < positions.length; i++) {
+      matrix.makeTranslation(
+        positions[i].x,
+        positions[i].y,
+        positions[i].z
+      );
+      spheres.setMatrixAt(i, matrix);
+    }
+
+    spheres.instanceMatrix.needsUpdate = true;
+    scene.add(spheres);
+  }
+
+  return positions;
+}
+
+function clearGroup(group: Group) {
+  for (let i = group.children.length - 1; i >= 0; i--) {
+    const child = group.children[i];
+    group.remove(child);
+    // optional but correct: free GPU memory
+    // @ts-expect-error three.js runtime fields
+    child.geometry?.dispose?.();
+    // @ts-expect-error three.js runtime fields
+    child.material?.dispose?.();
+  }
+}
+
+export function updateDebugScene(
+  group: Group,
+  data: Record<number, { type: string; data: Int32Array }>
+) {
+  clearGroup(group);
+  return Object.entries(data || {}).map(([, d]) => {
+    switch (d.type) {
+      case 'path':
+        splitNestedArray(d.data)
+          .forEach(p => writePath(group, p));
+    }
+    // eslint-disable-next-line @typescript-eslint/no-unused-vars
+    return (_g: Group) => {};
+  }).flat();
+}
diff --git a/app/src/lib/runtime/runtime-executor.ts b/app/src/lib/runtime/runtime-executor.ts
index 8974257..81584dd 100644
--- a/app/src/lib/runtime/runtime-executor.ts
+++ b/app/src/lib/runtime/runtime-executor.ts
@@ -59,7 +59,7 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
   private definitionMap: Map<string, NodeDefinition> = new Map();
 
   private seed = Math.floor(Math.random() * 100000000);
-  private debugData: Record<string, Int32Array> = {};
+  private debugData: Record<number, { type: string; data: Int32Array }> = {};
 
   perf?: PerformanceStore;
 
@@ -143,8 +143,8 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
     for (const node of graphNodes) {
       if (node.type.endsWith('/debug')) {
         node.state = node.state || {};
-        node.state.depth = Math.min(...node.state.parents.map(s => s.state.depth), 1) - 1;
-        nodes.push(node);
+        const parent = node.state.parents[0];
+        parent.state.debugNode = true;
       }
     }
 
@@ -247,6 +247,12 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
           log.log(`Using cached value for ${node_type.id || node.id}`);
           this.perf?.addPoint('cache-hit', 1);
           results[node.id] = cachedValue as Int32Array;
+          if (node.state.debugNode && node_type.outputs) {
+            this.debugData[node.id] = {
+              type: node_type.outputs[0],
+              data: cachedValue
+            };
+          }
           continue;
         }
         this.perf?.addPoint('cache-hit', 0);
@@ -255,8 +261,11 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
         log.log(`Inputs:`, inputs);
         a = performance.now();
         results[node.id] = node_type.execute(encoded_inputs);
-        if (node_type.id.endsWith('/debug')) {
-          this.debugData[node.id] = results[node.id];
+        if (node.state.debugNode && node_type.outputs) {
+          this.debugData[node.id] = {
+            type: node_type.outputs[0],
+            data: results[node.id]
+          };
         }
         log.log('Executed', node.type, node.id);
         b = performance.now();
diff --git a/app/src/lib/runtime/types.ts b/app/src/lib/runtime/types.ts
index 8786862..1b91e7c 100644
--- a/app/src/lib/runtime/types.ts
+++ b/app/src/lib/runtime/types.ts
@@ -5,6 +5,7 @@ type RuntimeState = {
   parents: RuntimeNode[];
   children: RuntimeNode[];
   inputNodes: Record<string, RuntimeNode>;
+  debugNode?: boolean;
 };
 
 export type RuntimeNode = SerializedNode & { state: RuntimeState };
diff --git a/app/src/lib/runtime/worker-runtime-executor.ts b/app/src/lib/runtime/worker-runtime-executor.ts
index 2b9a56b..6aba5b1 100644
--- a/app/src/lib/runtime/worker-runtime-executor.ts
+++ b/app/src/lib/runtime/worker-runtime-executor.ts
@@ -6,12 +6,15 @@ export class WorkerRuntimeExecutor implements RuntimeExecutor {
     new URL(`./worker-runtime-executor-backend.ts`, import.meta.url)
   );
 
-  async execute(graph: Graph, settings: Record<string, unknown>) {
+  execute(graph: Graph, settings: Record<string, unknown>) {
     return this.worker.executeGraph(graph, settings);
   }
-  async getPerformanceData() {
+  getPerformanceData() {
     return this.worker.getPerformanceData();
   }
+  getDebugData() {
+    return this.worker.getDebugData();
+  }
   set useRuntimeCache(useCache: boolean) {
     this.worker.setUseRuntimeCache(useCache);
   }
diff --git a/app/src/lib/settings/app-settings.svelte.ts b/app/src/lib/settings/app-settings.svelte.ts
index d3da7ea..d9ff323 100644
--- a/app/src/lib/settings/app-settings.svelte.ts
+++ b/app/src/lib/settings/app-settings.svelte.ts
@@ -59,26 +59,11 @@ export const AppSettingTypes = {
       label: 'Execute in WebWorker',
       value: true
     },
-    showIndices: {
-      type: 'boolean',
-      label: 'Show Indices',
-      value: false
-    },
     advancedMode: {
       type: 'boolean',
       label: 'Advanced Mode',
       value: false
     },
-    showVertices: {
-      type: 'boolean',
-      label: 'Show Vertices',
-      value: false
-    },
-    showStemLines: {
-      type: 'boolean',
-      label: 'Show Stem Lines',
-      value: false
-    },
     cache: {
       title: 'Cache',
       useRuntimeCache: {
diff --git a/app/src/lib/sidebar/panels/ActiveNodeSelected.svelte b/app/src/lib/sidebar/panels/ActiveNodeSelected.svelte
index ac53556..2993c6e 100644
--- a/app/src/lib/sidebar/panels/ActiveNodeSelected.svelte
+++ b/app/src/lib/sidebar/panels/ActiveNodeSelected.svelte
@@ -42,11 +42,13 @@
     const store: Store = {};
     Object.keys(inputs).forEach((key) => {
       if (props) {
-        const value = props[key] || inputs[key].value;
+        const value = props[key] !== undefined ? props[key] : inputs[key].value;
         if (Array.isArray(value) || typeof value === 'number') {
           store[key] = value;
+        } else if (typeof value === 'boolean') {
+          store[key] = value ? 1 : 0;
         } else {
-          console.error('Wrong error');
+          console.error('Wrong error', { value });
         }
       }
     });
diff --git a/app/src/routes/+page.svelte b/app/src/routes/+page.svelte
index 33a4e53..515dd8e 100644
--- a/app/src/routes/+page.svelte
+++ b/app/src/routes/+page.svelte
@@ -68,6 +68,7 @@
   let sidebarOpen = $state(false);
   let graphInterface = $state<ReturnType<typeof GraphInterface>>(null!);
   let viewerComponent = $state<ReturnType<typeof Viewer>>();
+  let debugData = $state<Record<number, { type: string; data: Int32Array }>>();
   const manager = $derived(graphInterface?.manager);
 
   async function randomGenerate() {
@@ -107,6 +108,7 @@
 
       if (appSettings.value.debug.useWorker) {
         let perfData = await runtime.getPerformanceData();
+        debugData = await runtime.getDebugData();
         let lastRun = perfData?.at(-1);
         if (lastRun?.total) {
           lastRun.runtime = lastRun.total;
@@ -165,6 +167,7 @@
         bind:scene
         bind:this={viewerComponent}
         perf={performanceStore}
+        debugData={debugData}
         centerCamera={appSettings.value.centerCamera}
       />
     </Grid.Cell>
diff --git a/packages/utils/src/flatTree.test.ts b/packages/utils/src/flatTree.test.ts
index 845accc..3ca0724 100644
--- a/packages/utils/src/flatTree.test.ts
+++ b/packages/utils/src/flatTree.test.ts
@@ -1,5 +1,10 @@
 import { expect, test } from 'vitest';
-import { concatEncodedArrays, decodeNestedArray, encodeNestedArray } from './flatTree';
+import {
+  concatEncodedArrays,
+  decodeNestedArray,
+  encodeNestedArray,
+  splitNestedArray
+} from './flatTree';
 
 test('it correctly concats nested arrays', () => {
   const input_a = encodeNestedArray([1, 2, 3]);
@@ -82,3 +87,80 @@ test('it correctly handles arrays with mixed data types', () => {
   const decoded = decodeNestedArray(encodeNestedArray(input));
   expect(decoded).toEqual(input);
 });
+
+// Test splitNestedArray function
+test('it splits nested array into segments based on structure', () => {
+  const input = [[1, 2], [3, 4]];
+  const encoded = new Int32Array(encodeNestedArray(input));
+  const split = splitNestedArray(encoded);
+
+  // Based on the actual behavior, splitNestedArray returns segments
+  // but the specific behavior needs to match the implementation
+  expect(Array.isArray(split)).toBe(true);
+  expect(split.length).toBe(2);
+  expect(split[0][0]).toBe(1);
+  expect(split[0][1]).toBe(2);
+  expect(split[1][0]).toBe(3);
+  expect(split[1][1]).toBe(4);
+});
+
+// Test splitNestedArray function
+test('it splits nested array into segments based on structure 2', () => {
+  // dprint-ignore
+  const encoded = new Int32Array([
+    0, 1,
+      0, 19,
+        0, 1,
+        0,          0,           0,          1060487823,
+        1067592955, 1079491492, -1086248132, 1056069822,
+       -1078247113, 1086620820,  1073133800, 1047681214,
+       -1068353940, 1094067306,  1078792112, 0,
+      1, 1,
+      0, 19,
+        0, 1,
+        0,          0,           0,          1060487823,
+       -1089446963, 1080524584,  1041006274, 1056069822,
+       -1092176382, 1087031528, -1088851934, 1047681214,
+        1081482392, 1094426140, -1107842261, 0,
+      1, 1,
+    1, 1
+  ]);
+
+  // Should be split into two seperate arrays
+  const split = splitNestedArray(encoded);
+
+  // Based on the actual behavior, splitNestedArray returns segments
+  // but the specific behavior needs to match the implementation
+  expect(Array.isArray(split)).toBe(true);
+  expect(split.length).toBe(2);
+  expect(split[0][0]).toBe(0);
+  expect(split[0][1]).toBe(1);
+  expect(split[1][0]).toBe(0);
+  expect(split[1][1]).toBe(1);
+});
+
+// Test splitNestedArray function
+test('it splits nested array into segments based on structure 2', () => {
+  // dprint-ignore
+  const encoded = new Int32Array( [
+    0, 1,
+      0, 27,
+        0, 1,
+        0, 0,          0, 1065353216,
+        0, 1067757391, 0, 1061997773,
+        0, 1076145999, 0, 1058642330,
+        0, 1081542391, 0, 1053609164,
+        0, 1084534607, 0, 1045220556,
+        0, 1087232803, 0, 0,
+      1, 1,
+    1, 1
+  ]);
+
+  // Should be split into two seperate arrays
+  const split = splitNestedArray(encoded);
+
+  // Based on the actual behavior, splitNestedArray returns segments
+  // but the specific behavior needs to match the implementation
+  expect(Array.isArray(split)).toBe(true);
+  expect(split.length).toBe(1);
+});
-- 
2.49.1


From ec13850e1c0ca5846da614d25887ff492cf8be04 Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 21:42:44 +0100
Subject: [PATCH 11/16] fix: make debug node work with runtime

---
 app/src/lib/runtime/runtime-executor.ts | 13 +++++++++----
 1 file changed, 9 insertions(+), 4 deletions(-)

diff --git a/app/src/lib/runtime/runtime-executor.ts b/app/src/lib/runtime/runtime-executor.ts
index 81584dd..279f069 100644
--- a/app/src/lib/runtime/runtime-executor.ts
+++ b/app/src/lib/runtime/runtime-executor.ts
@@ -125,7 +125,7 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
       }
     }
 
-    const nodes = [];
+    const nodes = new Map<number, RuntimeNode>();
 
     // loop through all the nodes and assign each nodes its depth
     const stack = [outputNode];
@@ -137,18 +137,23 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
         parent.state.depth = node.state.depth + 1;
         stack.push(parent);
       }
-      nodes.push(node);
+      nodes.set(node.id, node);
     }
 
     for (const node of graphNodes) {
       if (node.type.endsWith('/debug')) {
         node.state = node.state || {};
         const parent = node.state.parents[0];
-        parent.state.debugNode = true;
+        if (parent) {
+          parent.state.debugNode = true;
+        }
+        nodes.set(node.id, node);
       }
     }
 
-    return [outputNode, nodes] as const;
+    const _nodes = [...nodes.values()];
+
+    return [outputNode, _nodes] as const;
   }
 
   async execute(graph: Graph, settings: Record<string, unknown>) {
-- 
2.49.1


From e098be60135f57cf863904a58489e032ed27e8b4 Mon Sep 17 00:00:00 2001
From: release-bot <release-bot@ci>
Date: Thu, 12 Feb 2026 21:57:33 +0100
Subject: [PATCH 12/16] fix: also execute all nodes before debug node

---
 app/src/lib/runtime/runtime-executor.ts | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/app/src/lib/runtime/runtime-executor.ts b/app/src/lib/runtime/runtime-executor.ts
index 279f069..bf9d3bc 100644
--- a/app/src/lib/runtime/runtime-executor.ts
+++ b/app/src/lib/runtime/runtime-executor.ts
@@ -128,7 +128,7 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
     const nodes = new Map<number, RuntimeNode>();
 
     // loop through all the nodes and assign each nodes its depth
-    const stack = [outputNode];
+    const stack = [outputNode, ...graphNodes.filter(n => n.type.endsWith('/debug'))];
     while (stack.length) {
       const node = stack.pop();
       if (!node) continue;
@@ -145,6 +145,7 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
         node.state = node.state || {};
         const parent = node.state.parents[0];
         if (parent) {
+          node.state.depth = parent.state.depth - 1;
           parent.state.debugNode = true;
         }
         nodes.set(node.id, node);
-- 
2.49.1


From bf6f632d2772c3da812d5864c401f17e1aa8666a Mon Sep 17 00:00:00 2001
From: Max Richter <max@max-richter.dev>
Date: Thu, 12 Feb 2026 22:27:11 +0100
Subject: [PATCH 13/16] feat: add shortcut to quick connect to debug

---
 .../lib/graph-interface/graph-state.svelte.ts | 23 +++++++++++++++++++
 .../lib/graph-interface/graph/mouse.events.ts |  4 ++++
 app/src/lib/node-registry/debugNode.ts        |  6 ++---
 3 files changed, 29 insertions(+), 4 deletions(-)

diff --git a/app/src/lib/graph-interface/graph-state.svelte.ts b/app/src/lib/graph-interface/graph-state.svelte.ts
index 223d741..a62fac5 100644
--- a/app/src/lib/graph-interface/graph-state.svelte.ts
+++ b/app/src/lib/graph-interface/graph-state.svelte.ts
@@ -160,6 +160,29 @@ export class GraphState {
     return 1;
   }
 
+  tryConnectToDebugNode(nodeId: number) {
+    const node = this.graph.nodes.get(nodeId);
+    if (!node) return;
+    if (node.type.endsWith('/debug')) return;
+    if (!node.state.type?.outputs?.length) return;
+    for (const _node of this.graph.nodes.values()) {
+      if (_node.type.endsWith('/debug')) {
+        this.graph.createEdge(node, 0, _node, 'input');
+        return;
+      }
+    }
+
+    const debugNode = this.graph.createNode({
+      type: 'max/plantarium/debug',
+      position: [node.position[0] + 30, node.position[1]],
+      props: {}
+    });
+
+    if (debugNode) {
+      this.graph.createEdge(node, 0, debugNode, 'input');
+    }
+  }
+
   copyNodes() {
     if (this.activeNodeId === -1 && !this.selectedNodes?.size) {
       return;
diff --git a/app/src/lib/graph-interface/graph/mouse.events.ts b/app/src/lib/graph-interface/graph/mouse.events.ts
index 184dc65..935c784 100644
--- a/app/src/lib/graph-interface/graph/mouse.events.ts
+++ b/app/src/lib/graph-interface/graph/mouse.events.ts
@@ -222,6 +222,10 @@ export class MouseEventManager {
       this.state.boxSelection = true;
     }
 
+    if (event.ctrlKey && event.shiftKey && this.state.activeNodeId !== -1) {
+      this.state.tryConnectToDebugNode(this.state.activeNodeId);
+    }
+
     const node = this.graph.getNode(this.state.activeNodeId);
     if (!node) return;
     node.state = node.state || {};
diff --git a/app/src/lib/node-registry/debugNode.ts b/app/src/lib/node-registry/debugNode.ts
index d03231d..f86fcd5 100644
--- a/app/src/lib/node-registry/debugNode.ts
+++ b/app/src/lib/node-registry/debugNode.ts
@@ -13,11 +13,9 @@ export function getDebugData() {
 export const debugNode = {
   id: 'max/plantarium/debug',
   inputs: {
-    a: {
+    input: {
       type: '*'
     }
   },
-  execute(data: Int32Array) {
-    return data;
-  }
+  execute() {}
 } as const;
-- 
2.49.1


From 81580ccd8c1db30ce83433c4c4df84bd660d3460 Mon Sep 17 00:00:00 2001
From: Max Richter <max@max-richter.dev>
Date: Thu, 12 Feb 2026 22:33:25 +0100
Subject: [PATCH 14/16] fix: cleanup some type errors

---
 app/src/lib/node-registry/debugNode.ts | 16 +++-------------
 1 file changed, 3 insertions(+), 13 deletions(-)

diff --git a/app/src/lib/node-registry/debugNode.ts b/app/src/lib/node-registry/debugNode.ts
index f86fcd5..224f9e6 100644
--- a/app/src/lib/node-registry/debugNode.ts
+++ b/app/src/lib/node-registry/debugNode.ts
@@ -1,15 +1,3 @@
-const data: Record<string, unknown> = {};
-
-export function clearDebugData() {
-  for (const key in data) {
-    delete data[key];
-  }
-}
-
-export function getDebugData() {
-  return { ...data };
-}
-
 export const debugNode = {
   id: 'max/plantarium/debug',
   inputs: {
@@ -17,5 +5,7 @@ export const debugNode = {
       type: '*'
     }
   },
-  execute() {}
+  execute(_data: Int32Array): Int32Array {
+    return _data;
+  }
 } as const;
-- 
2.49.1


From d39185efafc360f49ab9437c0bad1f64665df167 Mon Sep 17 00:00:00 2001
From: Max Richter <max@max-richter.dev>
Date: Thu, 12 Feb 2026 22:33:37 +0100
Subject: [PATCH 15/16] feat: add "pnpm qa" command to check before commit

---
 package.json | 1 +
 1 file changed, 1 insertion(+)

diff --git a/package.json b/package.json
index 50bb2bb..e891ae4 100644
--- a/package.json
+++ b/package.json
@@ -3,6 +3,7 @@
   "scripts": {
     "postinstall": "pnpm run -r --filter 'ui' build",
     "lint": "pnpm run -r --parallel lint",
+    "qa": "pnpm lint && pnpm check && pnpm test",
     "format": "pnpm dprint fmt",
     "format:check": "pnpm dprint check",
     "test": "pnpm run -r --parallel test",
-- 
2.49.1


From 95ec93eeada9bf062e01e1e77b67b8f0343a51bf Mon Sep 17 00:00:00 2001
From: Max Richter <max@max-richter.dev>
Date: Thu, 12 Feb 2026 22:46:50 +0100
Subject: [PATCH 16/16] feat: better handle ctrl+shift clicks and selections

---
 app/src/lib/graph-interface/graph/mouse.events.ts | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/app/src/lib/graph-interface/graph/mouse.events.ts b/app/src/lib/graph-interface/graph/mouse.events.ts
index 935c784..336fd1f 100644
--- a/app/src/lib/graph-interface/graph/mouse.events.ts
+++ b/app/src/lib/graph-interface/graph/mouse.events.ts
@@ -189,6 +189,10 @@ export class MouseEventManager {
 
     // if we clicked on a node
     if (clickedNodeId !== -1) {
+      if (event.ctrlKey && event.shiftKey) {
+        this.state.tryConnectToDebugNode(clickedNodeId);
+        return;
+      }
       if (this.state.activeNodeId === -1) {
         this.state.activeNodeId = clickedNodeId;
         // if the selected node is the same as the clicked node
@@ -222,10 +226,6 @@ export class MouseEventManager {
       this.state.boxSelection = true;
     }
 
-    if (event.ctrlKey && event.shiftKey && this.state.activeNodeId !== -1) {
-      this.state.tryConnectToDebugNode(this.state.activeNodeId);
-    }
-
     const node = this.graph.getNode(this.state.activeNodeId);
     if (!node) return;
     node.state = node.state || {};
-- 
2.49.1