Orchestrating Multi-Agent Systems for Content Creation
Single prompts are rarely sufficient for complex tasks. We orchestrate clusters of specialized AI agents, researchers, writers, reviewers, and coders, to automate multi-step production pipelines.
Table of contents:
Agent Roles
Assigning strict roles and system prompts to agents limits hallucinations. A 'Reviewer' agent acts as a safeguard, critiquing the output of a 'Creator' agent before it moves down the pipeline.
Memory and Context
Using vector databases like Pinecone, our agents maintain long-term memory across sessions, ensuring consistency in brand voice and factual accuracy across multiple days of work.
Human-in-the-Loop Constraints
Fully autonomous systems are risky. We implement robust 'pause-and-prompt' steps where human producers must approve or guide the agent collective at critical junctures.