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WORKING / UPDATES IN PROGRESSCASE / 01

Local-first AI content workspace · 2026

Content Operator

One verified source becomes platform-native content for six social networks, with human approval built into every step.

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PRODUCT SYSTEMWORKING / UPDATES IN PROGRESS
01 / SOURCEGroundKnowledge · brand facts
02 / ADAPTGenerateSix native formats
03 / CONTROLReviewApprove · archive · schedule
04 / RELEASEPublishManual now · APIs next
Product / audienceWeMAIde · creators and small teams
Year2026
DurationWorking beta · active development
Full scopeProduct strategy, Windows UX, AI orchestration, local data, packaging
01 / PROBLEM

The challenge

Publishing across several social networks usually means either rewriting the same idea repeatedly or pasting one generic post everywhere. Both approaches lose time, platform context and control over brand facts.

02 / RESPONSE

The solution

We built a local-first Windows workspace with two clear modes. Content Studio turns a verified source into native drafts for LinkedIn, X, Threads, Telegram, Instagram and Facebook. Content Operator adds the control layer: approval states, an editorial calendar and the foundation for official API publishing. Brand instructions, knowledge and credentials stay inside the local workspace; direct account connections and automatic publishing are being added in upcoming releases.

03 / SYSTEM

Product architecture

The core operating flow connecting the product idea, code and a measurable outcome.
PRODUCT SYSTEMWORKING / UPDATES IN PROGRESS
01 / SOURCEGroundKnowledge · brand facts
02 / ADAPTGenerateSix native formats
03 / CONTROLReviewApprove · archive · schedule
04 / RELEASEPublishManual now · APIs next

04 / EVIDENCE

Product in use

Real screens and working product states.

05 / MODULES

Inside the system

01Knowledge Base and editable Brand Profile
02Platform-native drafts for six social networks
03Human approval, archive and editorial calendar
04Local-first storage with protected API credentials

06 / OUTPUT

A working editorial system already tested on real content

Verified outcomes
OUTPUT_016

platform-specific content formats in one generation

OUTPUT_023

interface languages: English, Russian and Spanish

OUTPUT_03LIVE

early content is published and already receiving audience response

Project principle
Keep the facts consistent. Rebuild the message for the way each platform is read.

Product principle — Content Operator

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