Oleg Gendelman
AI Automation, Web Apps & Premium Websites
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The most useful part of recruitment automation is not ranking candidates.It is keeping every application from disappearing between the inbox, spreadsheet, and recruiter.A reliable workflow should handle:• CV intake from email and forms• structured extraction of role, location,...
The best automation project usually starts with one messy process
Not “automate the company.” One repeated process with visible friction.
A good first candidate has:
• a clear trigger
• repeated manual steps
• structured inputs and outputs
• a person who owns the result
•...
I do not start development with screens. I start with acceptance criteria.
Before opening the editor, I want written answers to a few questions:
• Who uses the system?
• What starts the workflow?
• What counts as a successful result?
• Which exceptions need human review?
• What is...
A website CMS should reduce dependency, not create another one
Clients should be able to update the content that changes regularly without calling a developer.
For a portfolio or business website, that usually means projects, images, descriptions, articles and selected page...
Document extraction is not the product. The review loop is.
OCR or an AI model can extract fifteen fields from an invoice. That does not make the workflow reliable.
The useful system also knows:
• which fields are mandatory
• which values must match business rules
• when confidence...
