Project SIC
Self-improving content engine, multi-tenant SaaS
Category: Systems & backend
- Built with:
- Next.js 16
- React 19
- TypeScript
- Tailwind 4
- Drizzle ORM
- PostgreSQL 17
- Redis
- BullMQ
- Better Auth
- n8n
- Anthropic Claude
- Fal.AI
- Metricool
- S3/MinIO
- Docker
- Vitest
- Playwright

What it is
A platform that runs closed-loop content cycles for social accounts: generate → publish → harvest → synthesize. An LLM writes and illustrates posts, schedules them via Metricool, pulls back real engagement metrics, then rewrites the brand’s strategy for the next cycle.
Value
Turns guess-and-post content marketing into a measurable feedback system — the strategy is a living document that converges on what actually resonates, while approval gates and editable strategy diffs keep humans in control.
Technology highlights
- Closed-loop LLM strategy synthesis — Claude rewrites the next cycle’s strategy from measured engagement plus human feedback, with versioned prompts and auditable diffs.
- Durable multi-tenant orchestration — an 8-stage cycle state machine on BullMQ/Redis and n8n, with per-brand encrypted credentials and live webhook streaming.
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