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Julia Raciniewska

Writing

What I'm building, testing and learning — across AI workflows, SEAR, adoption and the longer game of ownership. Documented as it happens, failures included.

In the pipeline

AI & automation

What I Automated First — and What Was Not Worth Automating

A walk through the first year of automating SEAR tasks: which ones paid back the setup time, and which quietly became more work.

Coming soon

AI & automation

Using AI for SEO Without Publishing Generic Content

How we keep a small brand's voice intact while using AI across keyword research, drafting and on-page work.

Coming soon

AI & automation

How We Use AI to Research and Personalise Retail Outreach

The research-first outreach process behind SEAR's retail stockists — and where personalisation stops being worth it.

Coming soon

AI & automation

Building a Website With AI: What Still Requires Human Judgment

Notes from building and rebuilding searplugs.com with AI assistance. The tooling is fast; the judgment is still the job.

Coming soon

AI & automation

The Real Cost of Low-Quality AI Output

Cheap output is not free. What it costs to review, fix and un-publish work that looked done but wasn't.

Coming soon