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Daily notes

What we learned, what changed, what is next.

This log is updated daily by the KINGAI Security engineering routine: current threat and detection research, a health check of the product and its update channels, and one concrete upgrade step at a time. Entries describe work in progress as work in progress — a capability appears here as available only after it has been implemented and validated.

Official: aq.kingai.work

2026-10-07 — Full upgrade programme adopted

We completed a full review of the product and of the current state of endpoint protection research, and adopted a seven-part upgrade programme: a machine-learning static detection pipeline, stronger behaviour-based defence (including a dedicated ransomware behaviour blocker), a new Linux platform line that reuses the existing signed threat-intelligence channel, richer threat intelligence, tiered automated response, release-consistency work, and a fixed evaluation set with false-positive gates for every model or rule release.

The programme plan has been merged into the product repository, and progress is tracked openly inside the project. A daily research-and-upgrade routine now runs every evening: it studies new detection research, checks the repository and the health of the update channels, and advances one small, reversible upgrade step per day through the normal review process.

Update-channel patrol note: the same review identified a public DNS problem affecting this website, which is why some pages may currently be unreachable. The recovery steps are documented and the fix is in progress; the daily patrol will keep reporting the status here until the site and its deployment chain are verified healthy again.

How this log works

One entry per day, newest first. Research findings are summarised with their sources inside the project records; product changes are listed only after they pass the same release gates as every other change.

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