This is a content for linkedin carousel, it is a presentation of the new mental model of the agentic systems, and the old mental model of the REST APIs.

The template for the carousel, what we want to present #

Slide 1 #

Headline: Most enterprise agent systems are just REST APIs wearing agent costumes Supporting copy: They look agentic from the outside, but the architecture still assumes fixed endpoints, fixed ownership, and request-response control.

Slide 2 #

Headline: The old mental model: agent = smarter API Supporting copy:

• one caller
• one endpoint
• one response
• hand-wired orchestration
• permissions tied to fixed services

Footer note: Good enough for narrow workflows. Weak for real agent collaboration.

Slide 3 #

Headline: The better mental model: dynamic teams assembled around a problem Supporting copy:

• start with the business problem
• discover the right agents
• assemble a temporary team
• give it budget and guardrails
• evaluate the outcome and feed the trace back

Slide 4 #

Headline: What changes when you adopt that model Supporting copy:

• discoverability becomes part of execution
• orchestration becomes a runtime problem
• budgets become first-class controls
• identity and authorization become harder than classic RBAC

Slide 5 #

Headline: Why demos work but production gets messy Supporting copy: In demos, the visible star is the agent. In production, the hard part is everything around it:

• registry
• communication layer
• durable execution
• evaluation loop
• policy and auditability

Slide 6 #

Headline: The real enterprise question Supporting copy: If you’re building agents today, which layer is least solved in your stack?

• discoverability
• orchestration
• budget control
• authorization

Closing note: That answer probably matters more than which base model you picked.

Actual content for the carousel, to fulfile the pdf slides #

//todo: add the actual content for the carousel