We are a communication & digital marketing agency seeking an advanced AI developer to build a multi-agent system that automates our weekly content production and optimization workflow. We provide the client’s global strategy. The AI system must execute all operational tasks. Scope (what you will build) Strategy Architect AI with persistent memory per client (interprets weekly briefing, aligns all agents). Orchestrator Agent to manage a strict 24-hour production pipeline. Content Production Agents: SEO & Blog Writing Social Media Strategy Social Copywriting AI Design (Recraft / Runway) Email/Newsletter (Brevo) Web/CRO PR & Trend Sentinel: daily news scanning + opportunity alerts. Publishing & Scheduling Agent: WordPress + Metricool + Brevo. Community Manager AI: daily comment/DM interaction (ManyChat-style). QA + Data Metrics Agents. System Requirements Full workflow: Weekly strategy → 24h content package → human validation → scheduling → daily metrics optimization. Persistent memory per client (tone, history, constraints, metrics). JSON-based handoffs between agents. Daily metric ingestion (Metricool, Search Console, Brevo). Mandatory human approval before publishing. Looking for developers experienced with multi-agent architectures, OpenAI/Gemini, automations, and API integrations.