The Complete Architecture for a 100-Agent Python Company

Muhummad Zaki

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4 days ago

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processors

summarizers

writers

testers

reporters

deployers

analysts

auditors

Each should do one job only.

5. The Interface Layer: The Control Room

CLI, dashboard, or a chat interface with your own AI COO.

You need one place to ask:

“Which agents are stuck?”

“What happened overnight?”

“Why did output drop 12% this week?”

3. The Agent Lifecycle (The Only Framework You Need)

Every agent in your 100-agent company should follow the same lifecycle:

class BaseAgent:
    def listen(self): ...
    def decide(self, event): ...
    def act(self, decision): ...
    def log(self, result): ...
    def escalate(self, error): ...
    def review(self): ...

Notice what’s missing?

No business logic.

Logic lives in configurations, prompts, or modular actions.
The agent itself is a process manager.