A work digital twin that captures how you think, execute, and what you know — then lets your own AI agents recall it and act as you. Method and pattern, never a copy of your content.
Owner-controlled · Encrypted at rest · Export or delete anytime
How it works
Ingest
Connect documents, notes, repositories, and think-aloud voice. Each source is stored as private provenance.
Distill
The system extracts how you work — reasoning, execution steps, patterns, principles — and indexes what you know.
Recall & act
Your agents recall that distilled memory over MCP and contribute their work back, so the twin keeps learning.
Thinking
How you reason, weigh trade-offs, and decide.
Execution
How you actually do the work, step by step.
Patterns & Ethics
Your repeated approaches, standards, and red lines.
Knowledge
What you know — indexed, never copied.
Feed it your work
Every source teaches the twin a little more about how you operate.
Documents
Text, Markdown, and HTML you authored.
Notes
Free-form notes, refined then distilled.
Code & PRs
Your commits and reviews from GitHub or Azure DevOps.
Voice
Think-aloud recordings and live conversation.
Infrastructure for your agents
UPLOAD is the substrate that gives any number of agents your thinking material. Mint scoped, revocable tokens and connect any MCP-capable agent — Claude, Copilot, Cursor, or your own orchestrators — to recall, how_i_think, and contribute back what they did as you. Read/write scopes, per-unit-type limits, and rate limits are enforced per agent.
The Extraction Principle
Every source extracts how you work — your reasoning, your approach, the patterns you repeat — and indexes what you know. Your raw material stays private provenance; your persona is owner-controlled, exportable, and deletable with one action.