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ContentForge

Running multiple content channels manually is unsustainable — monitoring sources, rewriting for each platform, scheduling posts, repeat. ContentForge automates the entire pipeline. It aggregates content from RSS feeds, Telegram channels, and X/Twitter, runs it through configurable AI transformation pipelines, and auto-publishes to Telegram channels and Facebook pages on schedule. Built with a Rust backend for reliability and performance, and a React dashboard for managing sources, pipelines, and publishing rules. Designed for content teams and media operators who need to scale output without scaling headcount.

RustReactAI
Highlights
3
Source Types
2+
Publish Targets
Rust
Backend
24/7
Automation
How it Works
01

Add Sources

Connect RSS feeds, Telegram channels, and X accounts as content sources. Set filters and ingestion rules.

02

Configure AI Pipelines

Build transformation chains — summarize, translate, reformat, or rewrite. Each pipeline step is independently configurable.

03

Set Publishing Rules

Choose target channels, define schedules, and set approval workflows — fully automated or human-in-the-loop.

04

Monitor & Optimize

Track pipeline throughput, review AI outputs, and adjust rules from the real-time dashboard.

Features

Multi-Source Aggregation

Monitor and ingest content from RSS feeds, Telegram channels, and X/Twitter in real time. Deduplicate, filter, and route content by rules you define.

AI Transformation Pipelines

Configure multi-step AI processing chains — summarize, translate, rewrite for tone, adapt length for platform, or generate entirely new content from source material.

Telegram Publishing

Auto-publish processed content to one or more Telegram channels with formatting, media handling, and scheduling built in.

Facebook Publishing

Publish to Facebook pages via the official Graph API with post formatting, link previews, and audience targeting.

Content Dashboard

React-based management interface for configuring sources, reviewing AI outputs, managing publishing schedules, and monitoring pipeline health.

Rust-Powered Engine

Backend built in Rust (Axum) for high throughput and reliability. Handles thousands of content items per hour without resource bloat.

Use Cases

Automated News Aggregation

Monitor industry RSS feeds and Telegram channels, then publish AI-summarized digests to your own channels on a daily schedule.

Cross-Platform Content Distribution

Publish once, distribute everywhere. Adapt a single piece of content for Telegram's format and Facebook's audience automatically.

Content Repurposing

Transform long-form articles into social posts, thread summaries, or newsletter snippets using configurable AI pipelines.

Media Channel Operations

Run multiple Telegram channels and Facebook pages from a single dashboard without manual copy-pasting between platforms.

Who it's For

Content teams, media operators, social media managers, and anyone running multiple publishing channels who needs to automate content aggregation, transformation, and distribution.

Ready to try ContentForge? See it in action.

Visit ContentForge
A Kuberstar Product