Task Delegation
~2 min read
Concept & How It Works
- Key points are in the visual diagram above.
Why Does It Exist?
Dumping entire chat logs into worker prompts wastes tokens and confuses specialists. Smart delegation transfers intent, constraints, and relevant artifacts only.
Real-World Analogy
Delegation is writing a clear Jira ticket for a colleague — acceptance criteria, context links, deadline — not forwarding a 200-message Slack thread.
Visual Workflows
What is Task Delegation?
Example
Scenario
Supervisor delegates `{task: 'Summarize attachment', file_url: '...', max_words: 300}` to Document Agent — no billing context included.
Solution
In Multi-Agent Systems, apply Task Delegation to this scenario: Supervisor delegates `{task: 'Summarize attachment', file_url: '. Identify the inputs, run the technique, validate the output, and note one thing you would monitor in production.
Practice Task
Do this before moving to the next module — reading alone is not enough.
Open the Code Walkthrough below and run it locally. Change one parameter related to Task Delegation (e.g. model, temperature, top_k, or tool name), observe the difference in output, and write 2–3 sentences explaining what changed.
Code Walkthrough
Highlighted lines show where Task Delegation happens in the code.
1@tool2def delegate_research(query: str, max_sources: int = 5) -> str: # define a reusable function3 result = research_agent.run(ResearchTask(query=query, max_sources=max_sources)) # key line for Task Delegation4 return result.summary # return the resultCommands to Remember
Commands to Remember
pip install langgraph langchain-openai # multi-agent orchestrationpip install crewai # role-based multi-agent crews
Common Mistakes
- Treating Task Delegation as a black box without evaluation
- Ignoring cost and latency in production
- Skipping error handling for task delegation
Cheat Sheet
Quick recap — the most important points from this module.
Cheat Sheet
quick ref- •Task Delegation
- •Delegation Payload
- •Context Filtering
- •TaskResult
