BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//pretalx//talks.devopsdays.org//dodroxrox26//speaker//QJ3LCB
BEGIN:VTIMEZONE
TZID:US/Mountain
BEGIN:DAYLIGHT
DTSTART:20250923T000000
TZNAME:MDT
TZOFFSETFROM:-0600
TZOFFSETTO:-0600
END:DAYLIGHT
BEGIN:STANDARD
DTSTART:20251102T020000
RDATE:20261101T020000
TZNAME:MST
TZOFFSETFROM:-0600
TZOFFSETTO:-0700
END:STANDARD
BEGIN:DAYLIGHT
DTSTART:20260308T030000
RDATE:20270314T030000
TZNAME:MDT
TZOFFSETFROM:-0700
TZOFFSETTO:-0600
END:DAYLIGHT
END:VTIMEZONE
BEGIN:VEVENT
SUMMARY:Context Validation: Doc Testing and the Missing AI infrastructure 
 Layer - Omari Gaskins Jr
DTSTART;TZID=US/Mountain:20260923T111500
DTEND;TZID=US/Mountain:20260923T112000
DTSTAMP:20260729T022946Z
UID:pretalx-dodroxrox26-CWCSVS@talks.devopsdays.org
DESCRIPTION:Documentation is one of it not the most neglected spaces in so
 ftware engineering. We refuse to take care of it but everyone can relate t
 o the frustration of needing up to date docs when it matters but they have
 n’t been updated or tested for correctness in years.\n\nREADMEs\, onboar
 ding guides\, and operational runbooks are often treated as static artifac
 ts. Over time they drift from reality — even as the platform itself evol
 ves. However\, as we incorporate LLMs and coding agents directly into our 
 environments\, the very same docs that we haven’t cared about\, are the 
 exact context agents are using to build our apps.\n\nIn this talk\, I’ll
  explore documentation as an unverified surface within Internal Developer 
 Platforms\, and explain why context retrieval and compression\, are only t
 wo parts of a 3 legged stool .\n\nWe’ll cover:\n• Why documentation dr
 ift increases cognitive load and support tickets\n• Why unverified docs 
 as context lead to unnecessary spending\n• Why valid and up to date docs
  against the system they are for is no longer a nice to have but a systemi
 c necessity\n• What time and money is saved when shifting left the respo
 nsibility of validation from the agents.
LOCATION:Main Stage
URL:https://talks.devopsdays.org/dodroxrox26/talk/CWCSVS/
END:VEVENT
END:VCALENDAR