A list of accounts answers "where". For a candidate, a counterparty or a high-risk customer the "what" often matters more: what the person writes about, which topics they know, when they were last active. That shows in what they have published openly themselves.
Sources it reads
- GitHub: repositories, gists and public activity.
- GitLab, HuggingFace, Codeforces, Scratch: professional and learning platforms.
- Habr, dev.to, Medium: articles.
- Telegram: the public t.me page, the person's own channels and public channels that mention their @handle.
- Bluesky: public posts.
Publications are collected only from accepted accounts, the ones that passed the namesake filter. A namesake's articles will not make it into the report.
What comes out
The collected material becomes the topics the person writes about, a short summary, notable publications with links and an activity picture: where they post most and when they last did. Publication topics also feed the overall profile summary.
What Oracul does not do
VK, X, Instagram, TikTok and Facebook show next to nothing without logging in. Oracul marks such accounts "closed without login" and does not try to read them: no logins, no borrowed sessions, no working around platform limits. A person's Telegram subscriptions are private too and are not collected.
Where it helps
- Hiring: confirm claimed experience with real code and articles.
- Counterparty checks: see what the person does publicly and whether it matches what they say.
- EDD: context on a high-risk customer, their public projects and range of topics.