Background Subagents

A parent agent can fire off one or more subagents and continue working. Each background subagent returns a job_id immediately — results can be pulled on demand or delivered automatically back to the originating chat.

from praisonaiagents import Agent
from praisonaiagents.tools.subagent_tool import create_subagent_tools

coordinator = Agent(
    name="Coordinator",
    instructions="Spawn background research tasks and collect results when ready.",
    tools=create_subagent_tools(),
)

coordinator.start(
    "Spawn three background subagents to research Python, Rust, and Go "
    "concurrently. Collect all results when done and write a comparison."
)

The user asks for parallel research; background subagents return job IDs while the parent keeps working.

Quick Start

Spawn a background subagent

Call spawn_subagent with background=True. The parent gets a job_id and keeps running:

from praisonaiagents import Agent
from praisonaiagents.tools.subagent_tool import create_subagent_tools

tools = create_subagent_tools()

agent = Agent(
    name="Boss",
    instructions=(
        "Use spawn_subagent with background=true to start the research task. "
        "Then do other work. Finally call subagent_result with the job_id to get the answer."
    ),
    tools=tools,
)

agent.start("Research the latest Python 3.13 features in the background, "
            "then write a haiku while waiting, then fetch the research result.")

Deliver result back to chat automatically

Pass deliver="origin" when running behind BotOS — the finished result is sent back to the same chat without polling:

from praisonaiagents import Agent
from praisonaiagents.tools.subagent_tool import create_subagent_tools

agent = Agent(
    name="Researcher",
    instructions=(
        "When the user asks for research, spawn a background subagent with "
        "deliver='origin' so the finished result is delivered back to this chat "
        "automatically. Tell the user you'll ping them when it's ready."
    ),
    tools=create_subagent_tools(),
)

deliver="origin" only works when the agent is running behind BotOS — the wrapper injects platform/chat_id/thread_id/session_id automatically. In a bare Agent, use deliver="telegram:12345" or leave it empty (pull-only).

Fan out and collect all results

Spawn multiple subagents in parallel and wait for all of them:

from praisonaiagents import Agent
from praisonaiagents.tools.subagent_tool import create_subagent_tools

tools = create_subagent_tools()

orchestrator = Agent(
    name="Orchestrator",
    instructions=(
        "1. Spawn three background subagents — one for Python news, one for Rust news, "
        "one for Go news. 2. Record all three job IDs. "
        "3. Call subagent_result(job_id, wait=true) for each to collect results. "
        "4. Write a short comparative summary."
    ),
    tools=tools,
)

orchestrator.start("Compare the latest language news for Python, Rust, and Go")

Check status without blocking

Poll a job without waiting — useful when you want to check periodically:

from praisonaiagents import Agent
from praisonaiagents.tools.subagent_tool import create_subagent_tools

agent = Agent(
    name="Checker",
    instructions=(
        "Spawn a slow background task. Then check its status with "
        "subagent_result(job_id, wait=false) every few steps until it's done."
    ),
    tools=create_subagent_tools(),
)
agent.start("Run a background analysis and poll for its completion")

Deliver result to chat when done

Set deliver='origin' to push the result back to the originating chat automatically — no polling needed:

from praisonaiagents import Agent
from praisonaiagents.tools.subagent_tool import create_subagent_tools

agent = Agent(
    name="Boss",
    instructions=(
        "Kick off a long research task in the background and deliver the "
        "result back to this chat when done. Use spawn_subagent with "
        "background=true and deliver='origin'."
    ),
    tools=create_subagent_tools(),
)

agent.start("Research the latest Python 3.13 features and let me know when done")

Chat-Back Delivery Flow

When running inside BotOS, a background job can deliver itself back to the originating chat when it finishes — no polling required. Results are delivered using the same DeliveryRouter the scheduler uses for scheduled messages — no extra configuration needed beyond the deliver parameter.

By default the deliver-back is lost if the process restarts mid-job. Wire a BackgroundJobStore and call reconcile_on_start() at boot to survive restarts — see Background Tasks → Durability.

deliver="origin" only works when the agent is running behind BotOS — the wrapper injects platform, chat_id, thread_id, and session_id automatically. In a bare Agent, use deliver="telegram:12345" or leave it empty (pull-only).

How It Works (Pull Mode)

Background subagents run on a shared thread pool managed by BackgroundJobManager. Job IDs are 8-character random strings. Results are kept in memory until retrieved.

How Delivery is Wired

When deliver is set, the job pushes its result when it reaches a terminal state — no polling needed. Core layer (praisonaiagents) — lightweight signal:

HookEvent.JOB_COMPLETED fires when a job reaches a terminal state (completed or failed).
BackgroundJobManager.start_job(..., on_complete=None, origin=None) — accepts an optional completion callback; a raising callback never crashes the worker.
spawn_subagent captures origin context into the job and wires the injected on_job_complete.

Wrapper layer (praisonai) — delivery orchestration:

BotOS.on_background_job_complete(job_info) resolves the deliver target and routes the success summary or failure notice through the same DeliveryRouter the scheduler uses.
With a BackgroundJobStore configured, on_complete may be re-fired once on the next boot for any job that completed-but-was-not-delivered before a crash — reconcile_on_start() replays the interrupted deliver-back. Keep the handler idempotent. See Durable Background Jobs.

Delivery Tokens

Token	Meaning
`""` (empty)	Pull-only via `subagent_result` (unchanged legacy behaviour)
`"origin"`	Deliver back to the platform/chat id captured at spawn
`"all"`	Broadcast to all registered channels
`"platform:chat_id"`	Deliver to a specific channel (e.g. `"telegram:12345"`)
`"platform:chat_id:thread_id"`	Deliver to a specific thread or reply context

Failure delivery: On failure, a short notice is delivered to the same target instead of the full result. HookEvent.JOB_COMPLETED fires for both terminal states. The internal on_complete callback and hook handlers are best-effort — a raised exception is swallowed and logged at DEBUG so the worker never crashes.

For observability or custom side effects when a background job finishes, register on HookEvent.JOB_COMPLETED (see Hook Events):

from praisonaiagents.hooks import HookEvent, register_hook

@register_hook(HookEvent.JOB_COMPLETED)
def log_completion(input):
    print(f"job {input.job_info.job_id} → {input.job_info.status.value}")

Tool Parameters

`spawn_subagent`

Parameter	Type	Default	Description
`task`	`str`	required	The task or prompt for the subagent
`agent_name`	`str`	`"subagent"`	Name for the spawned agent
`llm`	`str`	`None`	LLM model override
`permission_mode`	`str`	`None`	Permission mode for the subagent
`tools`	`list`	`[]`	Tools to give the subagent
`background`	`bool`	`False`	When `True`, return immediately with a `job_id`
`deliver`	`str`	`""`	Delivery token: `"origin"`, `"all"`, `"platform:chat_id[:thread_id]"`, or `""` (pull-only)
`platform`	`str`	`""`	Origin platform (e.g. `"telegram"`, `"slack"`). Injected automatically by `BotOS`; required for `deliver="origin"` outside BotOS.
`chat_id`	`str`	`""`	Origin chat/channel id. Required for `deliver="origin"` outside BotOS.
`thread_id`	`str`	`""`	Optional origin thread id.
`session_id`	`str`	`""`	Optional origin session id to preserve context.

Returns (foreground): Full result dict with output, success, error. Returns (background): {"success": True, "job_id": "...", "status": "running"}.

`subagent_result`

Parameter	Type	Default	Description
`job_id`	`str`	required	The `job_id` returned by `spawn_subagent(background=True)`
`wait`	`bool`	`False`	When `True`, block until the job completes

Returns:

Job still running (wait=False): {"success": True, "job_id": "...", "status": "running"}
Job done: {"success": True, "job_id": "...", "status": "completed", "result": {...}}
Job failed: {"success": False, "job_id": "...", "error": "..."}

Backward compatibility: With no deliver target, behaviour is byte-for-byte as before — pull-only via subagent_result. The delivery path is purely additive.

Delivery Tokens

Token	Meaning
`""` (empty)	Pull-only via `subagent_result` (unchanged legacy behaviour)
`"origin"`	Deliver back to the platform/chat_id captured at spawn
`"all"`	Broadcast to all registered channels
`"platform:chat_id"`	Deliver to a specific channel (e.g. `"telegram:12345"`)
`"platform:chat_id:thread_id"`	Deliver to a specific thread/reply-context

Use JOB_COMPLETED hook for observability — fires on both success and failure after the completion callback runs:

from praisonaiagents.hooks import HookEvent, register_hook

@register_hook(HookEvent.JOB_COMPLETED)
def log_completion(input):
    print(f"job {input.job_info.job_id} → {input.job_info.status.value}")

See Hook Events for the full reference.

Best Practices

Don't background trivially fast tasks

Background subagents have overhead (thread scheduling, job management). For tasks that complete in under a second, use foreground subagents (background=False, the default) — they’re simpler and return results immediately.

Always capture job IDs

The parent agent should record job IDs in its working memory or output immediately after spawning. If a job ID is lost, there is no way to retrieve the result.

Set a concurrency budget

The BackgroundJobManager runs on a thread pool. Avoid spawning hundreds of concurrent subagents without throttling — each subagent holds a connection and context window while running.

Use wait=True for final collection

When you need a result to proceed, always use subagent_result(job_id, wait=True) rather than polling in a loop. The wait=True mode blocks the calling thread efficiently without spinning.

Use deliver='origin' instead of polling for chat bots

In a bot context, deliver='origin' is simpler than polling: the parent can close its turn immediately and the result arrives as a new message when ready — no held connections.

Failure delivery behaviour

On failure, a short notice is delivered to the same target instead of the result. The JOB_COMPLETED hook fires for both terminal states (COMPLETED and FAILED). Any exception raised inside on_complete is swallowed and logged at DEBUG level so the worker is never crashed by a handler error.

Hook Events

Subscribe to JOB_COMPLETED and other lifecycle events

Background Tasks

Other background task patterns for long-running work

Proactive Delivery

Push messages to users outside of a turn

Channels Gateway

Configure BotOS for multi-platform bot deployments

Gateway Reliability

Production reliability presets for the gateway

​Quick Start

​Chat-Back Delivery Flow

​How It Works (Pull Mode)

​How Delivery is Wired

​Delivery Tokens

​Subscribe to JOB_COMPLETED

​Tool Parameters

​spawn_subagent

​subagent_result

​Delivery Tokens

​Subscribe to Job Completion

​Best Practices

​Related

Hook Events

Background Tasks

Proactive Delivery

Channels Gateway

Gateway Reliability

Quick Start

Chat-Back Delivery Flow

How It Works (Pull Mode)

How Delivery is Wired

Delivery Tokens

Subscribe to `JOB_COMPLETED`

Tool Parameters

`spawn_subagent`

`subagent_result`

Delivery Tokens

Subscribe to Job Completion

Best Practices

Related