Adapt
Live task cues reshape the next step, while repeated or research-only loops trigger a private self-redirect.
Read
Local AI operator / 001
Trusted local operator
Give Vanta an outcome. It plans, uses tools, remembers context, and keeps standing work moving while a separate Rust kernel checks every action.
curl -fsSL https://vanta.theft.studio/install.sh | bashDesktop operator
Vanta Desktop is the daily operator surface. The terminal and approved messaging channels use the same project state and kernel boundary.

Operating range
Live task cues reshape the next step, while repeated or research-only loops trigger a private self-redirect.
ReadDesktop, terminal, Telegram, and approved gateway channels share one execution boundary.
ReadDurable project memory and optional Obsidian recall survive a single conversation.
ReadGoals, cron, heartbeats, and sentinels keep standing work visible and bounded.
ReadPrompt presets and model routes give spawned agents focused jobs instead of swollen context.
ReadSource-aware research retains dates, freshness, uncertainty, and receipts.
ReadA separate Rust kernel allows safe work, asks before consequence, and blocks hard boundaries.
ReadExecution stack
Vanta already handles the prompt, context, harness, and loop. Typed multi-agent graph orchestration remains roadmap work until its real gates pass.
The instruction for one call.
Project rules, memory, retrieved files, and token discipline.
Tools, permissions, retries, hooks, and structured receipts.
Tests and external signals decide when work stops.
Multiple loops coordinate through typed state, routing, and human gates.
Kernel contract
Every proposed action crosses a deterministic kernel before execution. Safe work proceeds, consequential work waits, and hard boundaries remain blocked.
Name the outcome in your own words.
The kernel checks scope and risk.
Tools and agents execute inside that boundary.
Tests, artifacts, and receipts decide what is real.
Recorded product path
No concept render and no montage. This is Vanta taking an instruction through the terminal loop.
Start here
Install the operator and kernel from the command line.
curl -fsSL https://vanta.theft.studio/install.sh | bash