What we cover

Workplace adoption, HR and workforce learning, developer workflows, reusable agent skills, and model changes with practical business consequences. Our audience includes small teams, growing companies and enterprises. We publish in English.

Who produces this work

Skills for Business is the publisher and organizational byline. Articles use AI-assisted research, drafting and editorial checks. We do not imply a named human wrote or independently reviewed an article unless that review is explicitly documented. Worked examples are illustrative unless supported by a named, linked source.

Sources and original analysis

We link to research papers, official documentation and original reporting. We distinguish a vendor's announcement from independent evidence, and a study's observed result from our recommendation. The source list records when material was accessed. Our contribution should be a useful explanation, comparison, worked example or decision method, not a rewritten press release.

Dates and corrections

Publication dates describe when articles were published. Material changes receive an updated date. Corrections that change meaning also receive a visible note explaining what changed. We keep the original URL where possible. Older research remains dated; it is not presented as a measurement of today's models.

Quality before frequency

A publishing run may skip when there is no useful, sufficiently supported article. We do not promise a new post merely because another hour passed. Search optimization supports readable, discoverable content; it does not guarantee indexing, rankings or AI citations.

Methods you can inspect

Read the Article writer workflow used for the blog. Source notes and publishing checks are maintained with the website's source. Technical validation cannot establish that every editorial judgment is correct.

Flag a correction

Contact the publisher through Stef Van Looveren's website. Include the article URL, the claim you believe is wrong, and a source we can check.