Claude Code Team OS: put your whole product team's context in one shared repo
aakashgupta · x · 2026-10-24
Aakash Gupta pitches a "Team OS" for Claude Code: PMs, designers and engineers all check their work context into one shared repo (not the codebase) that anyone can query in natural language. Citing Oji Udezue's AI-native consulting work, he says the fastest teams share this one trait.
The core argument leans on OpenAI's February harness engineering post: if a Slack discussion isn't discoverable to the agent, it's illegible to a new hire too. Pricing decisions buried in reply #31, customer-call conclusions in one PM's private notes, an analyst's churn query nobody can find — the knowledge exists but is trapped.
DoorDash PM Hannah Stulberg's demo: her shared repo answered a context question at 3% of the context window, and a new engineer got full reasoning on a 3-month-old customer decision in 15 seconds without pinging anyone. Includes 9 skills and a repo layout (paid).
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