diff --git a/cli-config.yaml.example b/cli-config.yaml.example
index 977acbe927..7808632cda 100644
--- a/cli-config.yaml.example
+++ b/cli-config.yaml.example
@@ -790,8 +790,11 @@ code_execution:
 # Supports single tasks and batch mode (default 3 parallel, configurable).
 delegation:
   max_iterations: 50                          # Max tool-calling turns per child (default: 50)
-  # max_concurrent_children: 3                # Max parallel child agents (default: 3)
-  # max_spawn_depth: 1                        # Tree depth cap (1-3, default: 1 = flat). Raise to 2 or 3 to allow orchestrator children to spawn their own workers.
+  max_concurrent_children: 3                  # Max parallel child agents per batch (default: 3, floor: 1, no ceiling).
+                                              # WARNING: values above 10 multiply API cost linearly.
+  max_spawn_depth: 1                          # Delegation tree depth cap (range: 1-3, default: 1 = flat).
+                                              # Raise to 2 to allow workers to spawn their own subagents.
+                                              # Requires role="orchestrator" on intermediate agents.
   # orchestrator_enabled: true                # Kill switch for role="orchestrator" children (default: true).
   # inherit_mcp_toolsets: true                # When explicit child toolsets are narrowed, also keep the parent's MCP toolsets (default: true). Set false for strict intersection.
   # model: "google/gemini-3-flash-preview"    # Override model for subagents (empty = inherit parent)
diff --git a/tools/delegate_tool.py b/tools/delegate_tool.py
index 2bbf354cf7..357452599f 100644
--- a/tools/delegate_tool.py
+++ b/tools/delegate_tool.py
@@ -276,7 +276,14 @@ def _get_max_concurrent_children() -> int:
     val = cfg.get("max_concurrent_children")
     if val is not None:
         try:
-            return max(1, int(val))
+            result = max(1, int(val))
+            if result > 10:
+                logger.warning(
+                    "delegation.max_concurrent_children=%d: each child consumes API tokens "
+                    "independently. High values multiply cost linearly.",
+                    result,
+                )
+            return result
         except (TypeError, ValueError):
             logger.warning(
                 "delegation.max_concurrent_children=%r is not a valid integer; "
@@ -2229,8 +2236,8 @@ DELEGATE_TASK_SCHEMA = {
         "never enter your context window.\n\n"
         "TWO MODES (one of 'goal' or 'tasks' is required):\n"
         "1. Single task: provide 'goal' (+ optional context, toolsets)\n"
-        "2. Batch (parallel): provide 'tasks' array with up to delegation.max_concurrent_children items (default 3). "
-        "All run concurrently and results are returned together.\n\n"
+        "2. Batch (parallel): provide 'tasks' array with up to delegation.max_concurrent_children items (default 3, configurable via config.yaml, no hard ceiling). "
+        "All run concurrently and results are returned together. Nested delegation requires role='orchestrator' and delegation.max_spawn_depth >= 2.\n\n"
         "WHEN TO USE delegate_task:\n"
         "- Reasoning-heavy subtasks (debugging, code review, research synthesis)\n"
         "- Tasks that would flood your context with intermediate data\n"
diff --git a/website/docs/guides/delegation-patterns.md b/website/docs/guides/delegation-patterns.md
index 11e276b121..b5d54faa40 100644
--- a/website/docs/guides/delegation-patterns.md
+++ b/website/docs/guides/delegation-patterns.md
@@ -216,8 +216,24 @@ Restricting toolsets keeps the subagent focused and prevents accidental side eff
 
 ## Constraints
 
-- **Default 3 parallel tasks** — batches default to 3 concurrent subagents (configurable via `delegation.max_concurrent_children` in config.yaml — no hard ceiling, only a floor of 1)
-- **Nested delegation is opt-in** — leaf subagents (default) cannot call `delegate_task`, `clarify`, `memory`, `send_message`, or `execute_code`. Orchestrator subagents (`role="orchestrator"`) retain `delegate_task` for further delegation, but only when `delegation.max_spawn_depth` is raised above the default of 1 (1-3 supported); the other four remain blocked. Disable globally via `delegation.orchestrator_enabled: false`.
+- **Default 3 parallel tasks**: batches default to 3 concurrent subagents (configurable via `delegation.max_concurrent_children` in config.yaml, no hard ceiling, only a floor of 1)
+- **Nested delegation is opt-in**: leaf subagents (default) cannot call `delegate_task`, `clarify`, `memory`, `send_message`, or `execute_code`. Orchestrator subagents (`role="orchestrator"`) retain `delegate_task` for further delegation, but only when `delegation.max_spawn_depth` is raised above the default of 1 (1-3 supported); the other four remain blocked. Disable globally via `delegation.orchestrator_enabled: false`.
+
+### Tuning Concurrency and Depth
+
+| Config | Default | Range | Effect |
+|--------|---------|-------|--------|
+| `max_concurrent_children` | 3 | >=1 | Parallel batch size per `delegate_task` call |
+| `max_spawn_depth` | 1 | 1-3 | How many delegation levels can spawn further |
+
+Example: running 30 parallel workers with nested subagents:
+
+```yaml
+delegation:
+  max_concurrent_children: 30
+  max_spawn_depth: 2
+```
+
 - **Separate terminals** — each subagent gets its own terminal session with separate working directory and state
 - **No conversation history** — subagents see only the `goal` and `context` the parent agent passes when calling `delegate_task`
 - **Default 50 iterations** — set `max_iterations` lower for simple tasks to save cost