Architectural Concept & Multi-Agent Workflow
Agentic Social Manager is designed around a decoupled, role-specialized agent architecture. Rather than relying on a monolithic prompt that attempts to ideate, write, format, and review all at once, the system divides responsibilities into distinct autonomous modules:
Observation & Opportunity Mining
Identifies authentic developer discussions, industry friction points, and genuine technical questions suitable for peer-level commentary.
Editorial Direction & Media Selection
Selects the optimal editorial posture (dry humor, structured insight, factual observation) and decides whether media is truly necessary.
Adversarial Review & Tone Safety
Enforces strict negative constraints: no buzzwords, no false metrics, no unverified company claims, and zero AI template visual clichés.
Human Review & Approval
Presents the candidate output and full agent rationale to a human editor for final modification or clearance.