Open Brain
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Scaling Git at OpenAI

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.

OpenAI · Nov 2, 2026
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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

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.

Context Map
infracoding#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.