Archive / collected thinking

Category: Automation

  • 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

Internal knowledge base with AI: from content to answers

A knowledge assistant needs organized sources, access control, and updates. Simply adding a language model does not solve the search problem.

  • Dmitry Rodionov

What is worth delegating to AI during software development

The choice of tasks for AI should consider risk and the possibility of verifying the result. Practical criteria for code, content, and automation.

  • 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

How to review the security of code generated by AI

Code generated by a model requires the same standards as the rest of the code. Key review areas: permissions, inputs, and side effects.

  • Dmitry Rodionov

A website for people and API for systems

The user interface and integration require different access points. How to combine content publishing with controlled data sharing.

  • 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

Own AI model or external service?

Data control, maintenance costs, and infrastructure requirements influence the choice of solution. Questions to ask before making a decision.

  • Dmitry Rodionov

How to reduce infrastructure costs without losing control

Unnecessary API calls, duplicate tasks, and lack of measurement can increase expenses. How to look for costs resulting from architecture.

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