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Big Brain

Multi-agent orchestration system coordinating seven specialist AI agents — handling research, outreach, content creation, and reporting through a single intelligent router.

7
Specialist agents
1
Orchestrator
Full
Context memory
Claude APIFastAPIpgvectorVapi

The problem

The Challenge

A digital agency drowning in context-switching. Every task required jumping between tools, and AI assistants were limited to single-use conversations with no memory or coordination.

  • Constant switching between tools and platforms
  • ChatGPT useful for one-offs but no persistent memory
  • No coordination between different AI tasks
  • Needed specialists that talk to each other

The build

The Solution

A Python/FastAPI orchestration layer with pgvector for persistent context. One orchestrator agent routes incoming tasks to seven specialist sub-agents — each with defined capabilities, memory, and escalation paths. A voice interface via Vapi allows natural-language task delegation.

01
Task input
02
Orchestrator
03
Route to agent
04
Execute
05
Store context
06
Return results

The outcome

The Results

Seven always-available specialist agents coordinated by one orchestrator. The system gets smarter with every interaction.

7
Specialist agents
1
Orchestrator
Full
Context memory

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