LiveOS
a per-user brain that manages a life
platform v3 · live on Kubernetes
The system that
builds itself.
Behaviors are data. Agents construct new agents at runtime. The platform grows — while running, with no redeploy.
- agents spawned
- 0
- effects journaled
- 0
- tokens leased
- 0
The five-concept calculus
The entire system implements this
— and nothing more.
Agent = (AgentId, Behavior, State)
Step : (State, Input) -> (State, Vec<Effect>) // pure, deterministic
Effect = Emit | Spawn | Invoke | Await | Ctx(op) // the ONLY way to touch the world
Capability = unforgeable authority; precondition of each Effect
Budget = resource consumed by each Effect; leased hierarchically
behaviors are data —
eval / quote
pure steps replay bit-identically
effects journaled before return
authority only attenuates
recursion bounded by lease, not by if
spawn ⊗ lease ⊗ cap
Creating an agent without a budget lease and a capability scope does not compile.
What it does
It writes code. It ships apps.
It builds itself into your systems.
writes code → verified PRs, humans merge
deploys apps behind a human gate
builds whole sites end-to-end
embeds agents via MCP · A2A · HTTP
raises infra through one capability-gated connector
grows new capabilities at runtime
runs ops inside leased budgets
manages a life, idempotently
Try it — recursion, leased
Click a node. Watch authority shrink.
Every spawn carves a token lease and attenuates capability. Then replay the journal: same records in, same tree out.
Three products, zero special cases
One calculus runs all three.
Autonomous Business
researches a niche and operates it
Self-Development
the platform improves itself
State as a DAG
Checkpoint everything.
Rewind anything.
fork any step — like git for a running system
restore from ashes, secrets included
replay never recomputes
the world is not re-asked — mail is never re-sent
by hand: only the operator and Postgres
Self-building interfaces
Ask for a screen.
Watch it exist.
UI is data — agents construct it at runtime
hot-swap in 16ms, rollback in one op
native on every device, no app updates
shared changes wait behind the human gate