# Scaling Git at OpenAI

Source: [OpenAI](https://openai.com/index/scaling-git-at-openai)  
Feed7 permalink: https://feed7.dev/p/scaling-git-at-openai-1ggvfl4  
Published: 2026-11-02T15:30:00.000Z  
Trust: Official Source (official_source)

## Why Included

OpenAI built Pando, a Git-compatible backend for development at the scale enabled by Codex. Builders using agents at high volume may need to revisit repository infrastructure.

## Source Summary

OpenAI built **Pando**, a Git-compatible backend intended to support the development scale that Codex makes possible.

## Practical Implication

Builders running coding agents should watch for repository infrastructure becoming a bottleneck as agent-driven development grows. The example points to backend capacity as part of the agent setup.

## Agent-Ready Context

OpenAI built **Pando**, a Git-compatible backend intended to support the development scale that Codex makes possible.

Builders running coding agents should watch for repository infrastructure becoming a bottleneck as agent-driven development grows. The example points to backend capacity as part of the agent setup.

The material gives no technical design, scale figures, or performance results, so it does not show when a team would need a similar system.

## Connected Context

Feed7 judgment across 990 accumulated Signals:

Pando makes repository capacity an explicit infrastructure concern as Codex-supported development scales, but the source gives no design or measurements to indicate when a similar backend is warranted. The candidates offer a concrete Git performance constraint that helps frame the problem, not evidence that Pando uses the same architecture.

- [Git at any scale](https://feed7.dev/p/git-at-any-scale-06h4vkr) — Cursor explains how Git’s DAG walks and packfile reads constrain repository access patterns, giving a concrete systems problem relevant to the capacity concern Pando addresses; it does not establish Pando’s design.

## Context Map

- Layer: infra
- Domains: coding
- Topics: coding-agents, dev-ux

## Uncertainty

- The material gives no technical design, scale figures, or performance results, so it does not show when a team would need a similar system.

## Agent Instruction

Use this item as source-backed context. Do not invent claims beyond the linked source. If this item conflicts with another source, call out the conflict.