LEVEL 04 · LESSON 36
Orchestration
Orchestration makes separate capabilities behave like one dependable process.
What it is
Orchestration coordinates the models, tools, people, and services that make up a larger process.
Why it matters
An impressive individual model call is only useful if the surrounding steps run in the right order and failures are handled coherently.
A business example
A proposal assistant gathers approved product information, drafts an outline, prepares a document, and sends it to a reviewer. Independent research can run together, but drafting must wait for the required evidence.
How it actually works
Define dependencies, inputs, outputs, and ownership for each step. Coordinate parallel work where it is safe, persist state, and control retries and timeouts. Ensure one failure does not silently invalidate later steps. Capture enough trace information to explain the sequence. Multiple agents are an option, not a requirement; ordinary application code may be the clearest coordinator for a predictable process.
A common misconception
Orchestration does not necessarily mean many agents talking to each other. Adding agents can increase coordination overhead and failure modes.
ONE SENTENCE TO REMEMBER
Orchestration makes separate capabilities behave like one dependable process.
CHECK YOUR UNDERSTANDING
A predictable five-step reporting process is being automated. A proposal uses five agents that message each other. What is a reasonable concern?
Show the answer
Answer: A.
Orchestration makes separate capabilities behave like one dependable process. It does not necessarily mean many agents talking to each other; adding agents can increase coordination overhead and failure modes.
Take it into your next meeting
Which steps can happen together, and which must wait for a verified result?
One more concept, understood.
Mark this lesson complete to keep your place.