UKNOF26 - Imprecise Network Monitoring Tools

Picked one by one from a mixed channel. Transcript check: both title readers certain; 4 of 5 sampled certain picks confirmed by transcript, none failed. Channel rule: Include only full conference talks in which a practitioner explains a networking or internet-infrastructure technology, operational practice, case study, or technical history. Exclude meetings, welcome and closing remarks, sponsor presentations, updates, governance and policy talks, and appeals.