Topic
Context engineering for teams
Getting the right context in front of every model, done once for the whole team instead of ad hoc in every prompt.
3 posts
Bigger context windows won't fix team knowledge
Every model ships a bigger context window, but team knowledge is not a capacity problem. Here is why more tokens won't fix what shared context solves.
What is context rot, and how to avoid it
Context rot is when an AI's answers get worse as its context window fills with stale or irrelevant information. Here is why it happens and how to keep context clean.
What is context engineering for teams?
Context engineering is the discipline of getting the right information in front of a model. For teams it means doing it once, shared, so every tool answers well.
Get your team's AI tools on the same page
BaseThread is the shared context-graph that Claude Code, Cursor, and every AI tool your team uses can read, so no one re-explains the same context twice.
Request access