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Flow View

Navigate and understand Flow internals

Overview

When you double-click a Flow node on the Canvas, you enter Flow View—a detailed visualization of the Flow's internal structure showing all nodes, edges, and data flow.

What you see in Flow View

Nodes

  • Input Node (green) — Entry point(s) for the Flow
  • Processing Nodes (blue/purple) — Actions, Agents, sub-Flows
  • Output Node (orange) — Exit point(s) from the Flow
  • Control Nodes (gray) — Routers, merges, loops

Edges

  • Blue edges — Data flow connections
  • Orange edges — Control flow (conditions, loops)
  • Dotted edges — Optional connections

Ports

  • Input ports (left side) — Where data enters a node
  • Output ports (right side) — Where data exits a node
  • Named ports — Labeled for clarity (e.g., "success", "error")

Basic interactions

  • Pan — Click and drag on empty Canvas space
  • Zoom — Mouse wheel or trackpad pinch
  • Fit to screen — Press F or click the fit icon
  • Reset view — Press R or click reset icon

Selection

  • Select node — Click on it
  • Multi-select — Hold Shift and click multiple nodes
  • Select all — Cmd+A (Mac) / Ctrl+A (Windows)
  • Deselect — Click on empty Canvas space

Node details

  • View properties — Click a node, check Properties Panel
  • Edit node — Double-click to open (if it's a Flow/Agent)
  • See connections — Hover over ports to highlight edges

Understanding data flow

Following execution path

Edges show how data moves through your Flow:

Input → validate → [if valid] → process → format → Output                   [if invalid] → error_handler → Output

Left to right — Execution generally flows from left to rightBranching — Multiple outgoing edges = conditional routingMerging — Multiple incoming edges = combining results

Common Flow patterns

Linear Flow

Input → Action A → Action B → Action C → Output

Sequential processing, simple and predictable.

Parallel Flow

Input → Action A ↘              Action B → Merge → Output      → Action C ↗

Independent operations run simultaneously, then results combine.

Conditional Flow

Input → Router → [condition 1] → Action A → Output              → [condition 2] → Action B → Output              → [else] → Action C → Output

Different paths based on input data or logic.

Loop Flow

Input → Process Item ↺ (for each item) → Collect Results → Output

Repeat an operation for multiple items.

Error handling Flow

Input → Action → [success] → Format → Output              → [error] → Log Error → Retry or Fail

Separate paths for success and failure scenarios.

Creating and connecting nodes

Adding nodes

Method 1: Via Triton

  • "Add a Action that validates output to this Flow"
  • Triton adds and suggests connections

Method 2: Right-click menu

  1. Right-click on Canvas
  2. Select Add Node
  3. Choose: Action, Agent, Flow, Control
  4. Position the node

Connecting nodes

  1. Click and drag from an output port
  2. Drop on an input port of another node
  3. The edge appears, showing data flow

Tips:

  • You can only connect compatible types
  • Hover over ports to see data schema
  • Hold Shift while dragging for precise placement

Disconnecting nodes

  1. Click the edge to select it
  2. Press Delete or Backspace
  3. Or right-click edge → Delete

Node interactions

Moving nodes

  • Drag to reposition
  • Arrow keys for fine adjustment
  • Hold Shift while dragging to constrain to axis

Copying nodes

  1. Select node(s)
  2. Cmd+C / Ctrl+C to copy
  3. Cmd+V / Ctrl+V to paste

Deleting nodes

  1. Select node(s)
  2. Press Delete or Backspace
  3. Confirm deletion (edges are also removed)

Renaming nodes

  1. Select the node
  2. Edit the name in Properties Panel
  3. Or double-click the node label (if editable)

Input and Output nodes

Input Node

Defines what data enters the Flow.

Configuration:

  • Schema — Define expected fields and types
  • Validation — Set required vs. optional fields
  • Defaults — Provide default values
  • Description — Document what this input represents

Example:

{  "user_id": "string (required)",  "action": "enum: ['create', 'update', 'delete'] (required)",  "data": "object (optional)"}

Output Node

Defines what data exits the Flow.

Configuration:

  • Schema — Define output fields and types
  • Multiple outputs — Named exit points (success, error, etc.)
  • Mapping — Map internal data to output format
  • Description — Document what this output represents

Example:

{  "status": "string",  "result": "object",  "execution_time_ms": "number"}

Advanced Flow View features

Minimap

Shows the full Flow with current viewport indicator.

  • Toggle with M key
  • Click to jump to that area
  • Useful for large Flows

Find nodes in complex Flows:

  1. Press Cmd+F / Ctrl+F
  2. Type node name
  3. Canvas highlights and zooms to matching nodes

Layout auto-arrange

Organize messy Flows:

  1. Select all nodes (or leave unselected for all)
  2. Right-click → Auto Layout
  3. Choose: Horizontal, Vertical, or Grid
  4. Flow rearranges automatically

Comments and annotations

Add notes to your Flow:

  1. Right-click empty space
  2. Select Add Comment
  3. Type your note
  4. Position it near relevant nodes

Use comments to:

  • Explain complex logic
  • Mark TODOs
  • Document assumptions
  • Highlight temporary workarounds

Debugging in Flow View

Viewing execution state

When an execution is selected:

  • Green nodes — Executed successfully
  • Red nodes — Failed
  • Gray nodes — Skipped (not in execution path)
  • Yellow nodes — Currently executing (live view)

Inspecting node outputs

  1. Select an execution in Properties → Executions
  2. Click a node in Flow View
  3. Properties Panel shows:
    • Input data received
    • Output data produced
    • Execution time
    • Logs and errors

Finding bottlenecks

Node execution times are displayed:

  • Thick borders — Slower nodes (longer execution)
  • Thin borders — Fast nodes
  • Tooltip — Shows exact timing on hover

Identify slow nodes to optimize.

Best practices for Flow View

Left-to-right flow — Arrange nodes in execution order

Group related nodes — Position them close together

Use vertical space — Separate parallel branches vertically

Minimize edge crossings — Crossing edges are hard to follow

Label nodes clearly — Descriptive names beat generic ones

Add comments — Document non-obvious logic

Keep it shallow — If too deep, split into sub-Flows

Keyboard shortcuts

ActionShortcut (Mac)Shortcut (Windows)
Fit to screenFF
Reset viewRR
Select allCmd+ACtrl+A
CopyCmd+CCtrl+C
PasteCmd+VCtrl+V
DeleteDeleteDelete
UndoCmd+ZCtrl+Z
RedoCmd+Shift+ZCtrl+Shift+Z
FindCmd+FCtrl+F
Toggle minimapMM

Troubleshooting

Problem: Can't connect two nodesSolution: Check that output type matches input type. Hover over ports to see schemas.

Problem: Flow is too large to seeSolution: Press F to fit all, use minimap, or zoom out with mouse wheel.

Problem: Edges are crossing and confusingSolution: Use auto-layout, rearrange nodes manually, or split into sub-Flows.

Problem: Don't know what a node doesSolution: Select it, check Properties Panel for description, or ask Triton.

Next steps

  • Practice building a simple Flow
  • Experiment with different patterns (linear, parallel, conditional)
  • Use Triton to generate and modify Flows
  • Review execution traces to understand behavior
  • See Flows concept for deeper understanding