The Master Engine Orchestration
Architectural breakdown of the 12-Node Traffic Arbitrage AI Pipeline.
Zero-Placeholders Design
The News Factory is completely decoupled. The beautiful GUI you interact with in the dashboard acts purely as the command center. The raw execution happens invisibly within the N8N Supercomputer loop. You never touch N8N directly unless you are modifying the foundational AI architecture.
The 6 Master Phases of Execution
Step 1: The React Command Link
Every 3 hours, the N8N schedule node fires. It immediately executes an HTTP Target against the structural Next.js REST API. This mathematically guarantees N8N only extracts the exact custom schedules and URLs your clients typed into their dashboard natively.
Step 2: The Smart Routing Algorithm
N8N pulls the target URL. An autonomous AI gateway inspects the string. If it detects a standard HTML Category loop instead of an `.xml` RSS feed, it instantly routes the data into an Advanced HTML Extraction algorithm, physically reading the site's grid architecture to isolate the newest post.
Step 3: Anti-Duplication Systems (Memory State)
To prevent publishing identical articles infinitely, the system executes a persistent Static Vault comparison. It halts execution immediately if the scraped target URL matches the `lastProcessedUrl` key residing in its memory.
Step 4: The 500-Word Autonomous Journalist
Only pristine data crosses the threshold. Gemini 1.5 strips the raw text and generates an aggressive 500-word inverted-pyramid SEO module. A hardcoded regex appends the `"Read the full story at [URL]"` and `"Image Source"` vectors natively to protect the brand.
Step 5: Agnostic Publication & Syndication
The massive structured JSON array is securely POSTed directly into the client's internal Agnostic CMS Webhook (WordPress, Ghost, Shopify). Simultaneously, it generates a viral hook and hits the local Postiz Swarm to automatically blast LinkedIn, Twitter, and Facebook with localized backlinks to the client's domain.