Questions
Why do teams need a source of truth?
Teams need a source of truth because operational problems are often caused by missing and scattered context, not missing tools.
Why people ask this
The process lives in one person’s head. The naming convention is in an old spreadsheet. The real rule is in a Slack thread. The exception belongs to someone who built the report two years ago.
My answer
A useful source of truth brings rules, decisions, workflows, owners, and exceptions together so the company is not dependent on memory.
Without that shared context, every new tool becomes another place for the truth to split. People repeat old decisions, reopen settled questions, and depend on the person who remembers why the system works.
LLMs need good context to work well. Teams do too. The goal is not more documentation. It is enough shared understanding for people to make sound decisions.
Real example
The question became more expensive than the tools
The Ops Hub case study began when “Where do I find that?” started arriving faster than the tools themselves. One place for tools, prompts, resources, and context made the rest of the system usable.
Common mistake
Treating a folder of documents as shared understanding.
Documentation preserves understanding. It does not create it.
Try this
Identify the rules, decisions, owners, and exceptions that currently live only in memory or scattered conversations. Start with the context people repeatedly ask one person to supply.