Work
SMM
A daily posting pipeline that drafts, fact-checks and waits for one tap to publish.
Internal tool
Problem
Publishing daily across four networks is either a full-time job or a stream of posts nobody checked.
Solution
An autonomous multi-channel content system for LinkedIn, Instagram, Telegram and Threads: a Telegram approval bot, deep fact-checking across 18 sources, cross-model verdict verification with GPT against Claude, and multi-provider LLM routing with automatic fallback.
How it is used
- 01The system drafts the post and checks the facts against 18 sources.
- 02Two different models rule on the verdict, and they have to agree.
- 03The approval bot asks for one tap before anything is published.
Results
- Four networks from one pipeline.
- Multi-provider routing keeps the daily cost near zero.
- Access
- Internal tool
- Kind
- AI
Stack
- Kotlin/Compose
- n8n
- LLM pipeline