O8N Lab · Engineering

The Engineering Blog

Notes from the O8N Lab engineering team on building AI-native products — architecture, tooling, and lessons learned in production.

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August 7, 202611 min read

Building a Repo That AI Agents (and Non-Engineers) Can Safely Ship To

The structural choices — and the mistakes that shaped them — behind a production codebase where most changes are driven by non-engineers through an AI coding assistant.

Anish · Co-Founder

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