AI Auto-Blogging Demo Site

The main objective was to build a functional prototype that demonstrates end-to-end AI autoposting. The goal was to test how AI-generated drafts can be pulled, formatted, and published automatically — saving time and ensuring blogs never sit empty.

Key goals included:

• Automate repetitive blog posting tasks
• Validate API reliability and content quality
• Prove seamless integration with a modern front-end stack
• Test real hosting and deployment performance

Building an auto-blogging system involves more than just generating text. The biggest challenges included controlling the consistency of AI output, handling unexpected API errors, and ensuring published drafts follow a clean structure.

Specific challenges were:

• Normalizing inconsistent AI responses
• Avoiding duplicate or irrelevant posts
• Keeping performance high while querying APIs
• Managing deployment stability for always-on posting

The final prototype proves that a simple autoposting system can work reliably and save significant manual effort. While not personalized yet, it shows how a business can keep its blog alive with minimal input.

The demo site demonstrates:

• Fully automated draft creation and publication
• Clear, maintainable code structure for future scaling
• Insight into potential time savings (~20 hours per month)
• A foundation for adding approval workflows and content styling later

This project validates the concept that AI + automation can solve the “empty blog” problem for businesses with limited time to produce fresh content. It shows that even a basic setup can handle routine posting while leaving room for human edits or approvals.

Main lessons:

• Start simple: test workflows before scaling AI usage
• Always plan a human approval step for production use
• Maintain clean, modular code to adapt to different CMS or front-ends
• Expect AI output to need formatting rules for consistent quality

Key Numbers:

• 30-minutes prototype build
• ~20 hours saved per month (estimated)
• 0 manual publishing once the flow runs