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Not Every Machine Interaction Is a Task

A common direction models coordination as messages, tasks, and artifacts. It fits bounded work. The problems begin when it is asked to describe everything else.

26 August 2026 · 7 minute read

A common direction has a boundary

A common direction in interoperability work starts with a familiar sequence. A message arrives. Work begins. The work succeeds, fails, or needs more input. A result returns.

This is a clear model for bounded work. The problem is treating it as the natural shape of every interaction between independent systems.

Interaction modelsOne lifecycle is useful. It is not universal.

Bounded work

  1. Request
  2. Work
  3. Result

Service

establish maintain observe

No natural completion

Subscription

subscribe receive cancel

Continuing stream

Grant

authorize remain valid expire

Permission relationship

Transfer

send accept receipt

Narrow operation

Other work has other shapes

A service may remain healthy for months. A subscription may continue until it is cancelled. A permission may exist quietly until it expires. A transfer may need only acceptance and a receipt.

Forcing all of these into a task model does not make them interoperable. It hides their real lifecycles behind borrowed language.

Comparison of machine interactions and their natural models
InteractionNatural modelCompletionArtifact
Prepare a reportBounded taskYesUsually
Transfer exact bytesOperation and receiptImmediateNo new artifact
Keep a service healthyDesired stateNoNo
Follow an event streamSubscriptionOn cancellationNo
Allow access until FridayGrant or leaseExpiry or revocationNo
Mirror a directoryReplication relationshipNoSynchronized state

The problems appear at the edges

The common direction remains useful inside its boundary. Outside that boundary, it creates recurring problems.

  • False completionLong-lived relationships need invented end states even when they are meant to continue.
  • Manufactured outputsState changes and acknowledgements are wrapped as artifacts even when nothing new was produced.
  • Lost meaningServices, permissions, streams, and replicas are flattened into generic work containers.
  • Adapter burdenEvery other interaction needs extra machinery to look like a task before it can participate.

The system may still function. The cost appears in more complex adapters, less honest state, and vocabulary chosen for a different kind of work.

Success may produce nothing

Some successful operations create a document, file, or other durable output. Others change existing state. Some grant permission. Some establish a relationship. Some merely confirm that exact bytes were accepted.

A useful common model should be able to say “accepted” without pretending that acceptance is an artifact. It should represent an ongoing relationship without pretending that the relationship is unfinished work.

A different direction

Task-based coordination belongs in the stack. It should not define the whole stack.

A broader architecture can keep connectivity and common coordination narrow, then let different interaction profiles express tasks, subscriptions, transfers, remote calls, or domain-specific behavior above it.

Protocol layersA narrower common layer.
  1. Domain meaningorders · deployments · bookings · repositories
  2. Interaction profilestasks · remote calls · files · streams · subscriptions
  3. Common substrateidentity · authorization · addressability · acceptance · receipts
  4. Connectivityauthenticated bytes between endpoints

A thinner common contract

The shared layer does not need to understand every domain object or workflow. It needs a small set of durable answers.

Principal
Who is acting?
Endpoint
Where can it be reached?
Reference
What exact thing is being discussed?
Recipient
Who is the interaction for?
Acceptance
Was it admitted, rejected, or deferred?
Receipt
What can later prove what happened?

That is enough substrate for richer models to coexist without requiring each one to adopt the same ontology.

Keep richer models optional

Bounded work can still use messages, tasks, progress, results, and artifacts. Those concepts are valuable when the interaction truly has that shape.

Other profiles should be free to expose a desired state, a stream, a lease, a replicated object, or a narrow operation. The common layer should connect them without flattening their meaning.

The question worth asking

Interoperability is not achieved by giving every interaction the same nouns. It comes from agreeing on the smallest shared contract and leaving room for the right abstractions above it.

What is the smallest machine-to-machine contract on which tasks, remote calls, object transfer, subscriptions, streams, and future interaction models can coexist?

Read our working principles