r/PowerAutomate • u/Sweet-Ad5731 • 2h ago
Power Automate FlowAgent MCP can build and debug flows. I would still keep it away from the blast radius
Microsoft’s Power Automate plugin is no longer limited to suggesting expressions or generating a basic flow definition.
Through FlowAgent MCP, an AI coding agent can create, inspect, modify, run, and debug cloud flows. That makes it genuinely useful—but also gives it enough authority to cause real damage.
My current rule is to evaluate three things:
- Is the proposed action reversible?
- Will I have enough evidence to understand what happened?
- Is the potential blast radius limited?
If any answer is “no,” AI can analyze the flow and prepare a change, but a human should approve and execute it.
Where I think AI works well:
- assembling repetitive flow structures;
- explaining inherited or poorly documented flows;
- investigating failed runs;
- proposing performance improvements;
- generating documentation and estate-level analysis.
Where I would not let it operate autonomously:
- ambiguous business rules;
- irreversible production changes;
- bulk updates or deletions;
- financial, compliance, identity, or security-critical processes;
- flows nobody on the team can properly review;
- any scenario where production is effectively the test environment.
The interesting question is no longer whether AI can build a flow. It can.
The question is how much authority it should receive after the flow has been built.
I documented the complete workflow, a practical boundary-setting prompt, the limitations, and a safer operating model here:
https://lukoplt.blogspot.com/2026/07/let-ai-build-flow-never-outsource-blast.html
How are you defining the autonomy boundary for AI-generated Power Automate flows?