How we write and review our guides

Every guide on the Renekin AI blog is written by Team Renekin, the team that builds Ghost. We work with large language models, backend services and cloud infrastructure every day, which is the same ground our technical interview guides cover.

We publish as a team rather than under individual names, and the team stands behind every article.

We write about the questions candidates actually face: what appears in current job descriptions, what candidates report from real interviews, and what people ask us. We favour realistic scenarios, such as debugging a failing system or weighing two designs, over definitions you can find anywhere.

• We check technical claims against official documentation and primary sources wherever possible.
• We link the sources behind specific facts, figures and prices, so you can verify them yourself.
• Figures that change over time, such as prices or provider limits, carry an "as of" date.
• We never invent statistics, quotes or reviews. If we can't verify a number, we leave it out.

Every article is reviewed and edited by the team before it goes live. We check that each technical step is correct, that examples work as described, and that the advice is something we would follow ourselves.

We build AI products, and we use AI tools to help with research and first drafts. AI never publishes on its own: a person on our team reviews, edits and fact-checks every article before it's published, and we take responsibility for everything on this site.

We make Ghost, so we have an interest in how it compares with other tools. When we compare products, we say so clearly, use each company's own public pricing and feature pages, date every price, and review comparison pages regularly because competitors change their plans. We don't accept payment for placements or rankings.

Each guide shows when it was last updated. When something changes, such as a tool's pricing or best practice in an area, we revise the article and update that date.

Spotted a mistake? Email socials@renekin.com with the page and the correction. We review every report and fix confirmed errors promptly.