Module 4 • 22 min
Evaluating Agent Frameworks
Compare framework categories against operating requirements.What This Decision Controls
Open-source orchestration, managed platforms, and custom builds differ in integration control, governance, maintenance, and lifecycle ownership.
This decision affects the reliability, cost, governance burden, and operating value of the agent long after the first demonstration.
How to Evaluate It
Evaluate a framework category against your systems, team capacity, security requirements, and need for customization.
Work from a real workflow and real constraints. A technically possible design is not automatically the right operating design for your organization.
Decision Checklist
- State the business outcome and the bounded task the agent must support.
- Identify the accountable business owner, technical owner, and required human reviewer.
- Confirm the data, integrations, escalation path, and metric required before a build decision.
Worked Decision Scenario
A company is choosing between a managed platform and an open-source framework for an internal knowledge agent. The managed option shortens deployment, while the open-source option provides more control over security, hosting, and integrations.
The decision team scores both against the systems it must connect to, the expertise available after launch, and the evidence required for audit. The preferred framework is the one that supports the operating model, not the most popular demo.
Apply it
Architecture Exercise
Create a framework comparison.
Saved locally for this review prototype. Your response will become private account data when the approved course backend is connected.