Blog Agent

The system operates on a scheduled content pipeline using APScheduler. Each day at a configured time, it reads recently posted Instagram content and expands it into full-length blog articles (800–1500 words) via the Grok AI language model (grok-3) with a specialized brand-voice system prompt. A weekly category rotation cycles through product features, industry tips, education, data security, sustainability, and company news to maintain topical diversity. After generation, the Internal Linker engine scans article content and inserts contextual hyperlinks to relevant tool pages based on keyword matching. The SEO Analyzer then scores each draft (0–100) on title length, meta description, focus keyword density, word count, internal link count, featured image presence, and heading structure. Drafts enter a review queue where admins can edit, approve, or reject before automated publishing. Featured images are generated via Grok AI's image model and served from a dedicated output directory. Email notifications alert editors when new drafts are ready for review.