01
use primary sources
We prioritise official documentation, platform announcements, research papers and public institutional sources. Secondary commentary is used for context, not as a substitute for the original evidence.
editorial standards
useful answers need
visible evidence.
TachysX articles are written and reviewed by the TachysX editorial team across software, AI, digital discovery, marketing and event operations.
02
separate fact from judgement
Articles distinguish published facts from our practical interpretation. Recommendations are framed as operating guidance, not as guaranteed rankings, revenue or performance outcomes.
03
review for Malaysian use
We translate global technology shifts into decisions relevant to Malaysian teams, while avoiding claims about local regulation, adoption or cost unless a source supports them.
04
correct and update
Technology changes quickly. We update material when the underlying product, documentation or evidence changes. Readers can report an error directly to the editorial team.
accountability
corrections are part of the work.
If an article contains an error, a broken source or an outdated technical claim, send the page URL and the supporting evidence.