The agent economy needs better plumbing
Autonomy will not scale on demos. It needs identity, permissions, memory, receipts and reliable ways to fail.
Agents look magical in a clean environment and fragile in a real company. The missing layer is not more eloquence; it is operational infrastructure that makes autonomous work inspectable and recoverable.
The shift
The surface-level story is speed: more output, shorter cycles, lower production cost. The structural story is that the location of scarcity moves. Once an old constraint becomes cheap, the system reorganises around what is still difficult to obtain—context, judgement, authority, attention or trust.
That distinction matters because markets routinely overvalue the newly abundant thing during a transition. Capability is visible. Integration is quiet. Yet integration is where a possibility becomes a repeated behaviour and, eventually, an institution.
Where the leverage moves
The opportunity sits in identity, scoped credentials, durable memory, event logs, evaluation and human escalation. These are unglamorous systems with unusually high switching costs once they become dependable.
The practical response is not to chase every new capability. It is to identify which part of the value chain now moves faster, which part becomes newly defensible, and what kind of product can make that shift legible to a user. A good product is a theory of the new constraint made concrete.
The model to hold: capability diffuses; situated judgement compounds.
What I’m watching
The category will mature when agent failures become boring. Look for products that can explain what happened, reverse it and improve without requiring users to become prompt engineers.
The most useful signals will not always arrive as announcements. They appear in changed pricing units, shrinking interfaces, new permission patterns and teams achieving outcomes that their organisational shape should not permit. Those are the moments when the future stops being a claim and starts becoming an operating fact.