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Work story

Product 🛠️

CreatorBox AI

Agentic editor for creatives

By Arush Bansal

Under the hood: a LangGraph DeepAgents harness for reliable multi-step workflows, an Electron + Vite shell with an extension-point core and local-first storage, and a content layer shaped around hook–body–CTA scripts plus competitor-aware analysis. The product thesis is simple — creators need an editor that respects attention, works offline with heavy assets, and speaks both engineering and platform-native content structure.

Why this exists

Most “AI for creators” tools bolt a chat box onto export presets. CreatorBox goes the other way: the agent is the workflow — draft a brief, pull references, generate variants, revise against feedback, and export in formats your platforms expect. The UI stays editor-first; the harness handles branching plans, tool routing, and checkpoints when a generation goes sideways.

That split matters because creative work is not one prompt and done. It is loops — hook tests, thumbnail passes, caption tweaks, re-exports. Shipping those loops inside a desktop app (not a web toy) keeps latency, file size, and privacy on your machine while still letting agents orchestrate the boring middle.

The win is fewer context switches, not more tokens.

Technical read

Pick your lane — deep dives into agent orchestration, systems architecture, content strategy, and user-level security.

Build for the creator's Tuesday night, not the conference stage demo.

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