Archive / collected thinking

Category: AI integrations

  • Dmitry Rodionov

AI changes the role of a website

Content, interface, and data must work together. How to separate the CMS, automation, and AI layer so that each handles the right task.

  • Dmitry Rodionov

Error-resistant automation: retries, logs, and duplicates

A webhook can arrive twice, and an external API might stop responding. How to design automation that can handle such situations.

  • Dmitry Rodionov

Automation in a small business: two practical scenarios

Handling inquiries and orders are specific areas for automation. Two scenarios show where AI can help and where simple rules suffice.

  • Dmitry Rodionov

No-code or custom code? How to divide responsibilities

No-code tools can shorten the path to a working process. However, it is crucial to determine who is responsible for data, errors, and integration maintenance.

  • Dmitry Rodionov

AI agent or admin panel?

Not every screen should disappear. When does a conversation help accomplish a task and when does a table, form, or change preview provide better control?

  • Dmitry Rodionov

Product data ready for reuse

Consistent product descriptions, parameters, and URLs make it easier to use them in search and integrations. How to ensure solid technical foundations.

  • Dmitry Rodionov

Integration security: endpoints, permissions, and monitoring

Extending the site with integrations expands the area that requires protection. How to prioritize and limit the consequences of incorrect or unauthorized requests.

  • Dmitry Rodionov

Website budget: design, stability, and future growth

The visual and technical layers should support the same goal. How to identify trade-offs that will hinder development after launch.

  • Dmitry Rodionov

FAQ and content base as a foundation for search

Customer questions help organize content. How to create useful answers and update them without multiplying similar subpages.

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