Jonathan Ellis · AI Engineering Podcast · What Do Humans Do Now? Rethinking Software Engineering in the Age of AI Agents
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Created a shared flat graph of team memories, task and project graphs that agents can read/write to avoid losing context across sessions
“We’re hugely big on MCP and its ability to allow agents… to read data from the teamwork graph. And it shows off… how great quality our context graph is.”
“They're using Pascal for the graph… we give them the entire infrastructure plumbing, and their internal tech team can build specific applications on top or use our application library.”
“We have several of them set up for different teams. We have shared skills and shared context for people to use.”
“My AI sessions are like a form of memory now... I go to the session file to see what my reasoning was.”
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