Building autonomous solutions
for your desktops.
Pluto
Autonomous Software OperatorAn autonomous software operator engineered by Hylunian for desktop environments. Features native subprocess execution, persistent SQLite WAL memory vaults, containerized browser automation, and publication-grade LaTeX compilers.
Core Engineering Principles
We build systems from first principles. Every autonomous process follows an explicit verification and safety lifecycle.
Deterministic Verification
We never assume an action succeeded simply because a command was dispatched. Every system follows the strict pipeline: Decide → Act → Observe → Verify → Recover.
Desktop Environment Execution
Real autonomy requires deterministic execution and reliability. Running workflows directly on your desktop environment provides low latency and direct tool access.
Inspectable & Safe Operations
No black-box actions. Subprocess calls, file modifications, and API interactions are bounded by explicit policies with operator observability.
Future Plans & Technical Roadmap
Our roadmap focuses on expanding verifiable autonomous operations and workstation developer tools.
Pluto Developer Beta Cohort Launch
Rollout of Pluto to registered builders and engineers. Validating workstation subprocess security policies, persistent SQLite memory vaults, and multi-tool orchestration.
Multi-Node Daemon Coordination
Expanding autonomous agent coordination across multiple machines and local daemons, with cryptographic verification trails and automated recovery.
End-to-End Autonomous Engineering Workflows
Enabling intelligent software systems capable of autonomously understanding goals, planning multi-step engineering tasks, executing commands, observing outcomes, and recovering from failures reliably.