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OPG Blog

Product and engineering articles on One Person Group systems, AI app backends, multi-app governance, and infrastructure for independent developers.

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Product Architecture · 8 min read

How one person can manage many AI apps

OPG is not about adding another admin panel. It puts users, permissions, models, tasks, data, and operations into one reusable system.

Engineering Efficiency · 6 min read Why AI app backends keep repeating the same work Users, permissions, models, queues, files, payments, logs, and cost tracking appear in almost every AI app. These hidden systems slow teams down. AI Gateway Queues

Product Design · 5 min read What a control plane should actually solve An admin surface should not become a pile of pages. It should make configuration, authorization, observability, audit, and debugging manageable. Control Plane Admin

Task Systems · 7 min read Why video tasks need a state model first Video generation is long-running by nature. Submission, polling, retries, result storage, and error records shape reliability. Video Async Task

Independent Developers · 6 min read What backend foundation independent developers need When one person runs many products, the backend should reduce repeated work and expose critical actions, permission boundaries, and cost. Self-hosting Open Source