Inspect machine behavior.
Machine observations, scheduling, execution, persistence and recovery determine what can run and what an operator can investigate.
Make machine behavior useful to the people running it.
Predictive maintenance and computing efficiency lead our work.
A changing machine condition needs a traceable investigation. An overloaded workload needs a comparison of correct output and resource use. Valen Systems develops the software and operating foundations for that work.
Core · Public prototype
Core interface development
Core is an app-switcher made programmable by AI. Explore the product direction in its own window.
Open the Core prototype Discuss the systems foundation
Core is in development. The prototype explores the interface; connected business execution remains part of the build.
Explore the Core product family ↗
System status
recorded system output
$ status
Rubian 4.0.2 | Kestowv 0.5.4 | Bridge: connected | User: valen-agent | Mode: system daemon | agent status responsive
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Recorded output from Rubian 4.0.2 and Kestowv 0.5.4.
Show run details
- System
- Rubian and Kestowv
- Version
- Rubian 4.0.2 / Kestowv 0.5.4
- Command
- status
- Result
- Connected and responsive
- Notes
- Internal identifiers omitted
“Since I can’t be everywhere, Valen will.”
Valen is the AI. Valen Systems is the company building the broader system around it.
Machine conditions and workload results need context.
An observation becomes useful when an operator can identify its source, compare it with earlier conditions and understand the work affected. An execution result needs the workload, completed output and resources consumed. Those requirements guide our maintenance product and computing research.
Trace operating dependencies.
Network, power and cooling conditions affect a machine’s operation. An investigation must identify available observations and the people responsible for physical inspection or changes.
Keep responsibility visible.
An inspection, maintenance task or software change needs a responsible person, the relevant records and a way to check the result.
A finding needs an investigation and follow-up.
Arcturus connects observations, history, findings and inspections so a team can follow a condition over time. Maintenance records and fresh follow-up establish what changed after an action. The quality of that record depends on the available measurements and on keeping missing or stale information visible.
What a useful operating record contains
These checks help an operator decide whether a condition needs investigation and whether an intervention changed it.
- 01Source
Identify the machine, measurement source, timestamp and units.
- 02Context
Keep the workload, dependencies and known measurement limits with the observation.
- 03History
Retain earlier observations, inspections and changes for comparison.
- 04Responsibility
Record who can inspect the condition and authorize any change.
- 05Follow-up
Collect fresh observations after the action and record unresolved conditions.
Maintenance and workload evaluation need different checks.
A maintenance investigation follows a machine condition. A workload evaluation compares executions under controlled conditions. Both need records detailed enough for another operator to inspect.
Machine investigation
Trace a finding to its source observation, compare the machine’s history, inspect the condition and collect follow-up after maintenance.
Workload comparison
Run the same defined work, check correct output and compare throughput, responsiveness and resource use with the build and test conditions recorded.
- Identify the machine or workload.
- Retain the observation or test inputs.
- Record the build and operating conditions.
- Check missing data and failed runs.
- Keep the result available for review.
We evaluate useful output against the resources and operating effort required to produce it. A proposed improvement needs a measured result, a correctness check and an account of any tradeoffs.
Product priorities within a broader technology company
Predictive maintenance and computing efficiency are our leading product priorities. Interface development, operating-system research, paid software and web projects, and public developer tools are also part of Valen Systems.
Arcturus maintenance softwareRubian/Kestowv operating foundationCore interface developmentProject Valux operating-system research
AI assistance requires defined access and actions.
Valen is the AI within the company’s product direction. An assistant needs access to the relevant observations or work records and permission to request specific actions. Each integration must establish what it can read, what it can change and when a person must approve the next step.
Interfaces, execution and the operating environment
Core explores the interface for directing work. Rubian and Kestowv supply operating and execution mechanisms. Infrastructure work addresses the dependencies around the machines running that work.
Organizations
Core makes the app-switcher programmable.
Core is in development. Its interface direction lets people and agents work with applications and task context; a public prototype demonstrates interface ideas without establishing every connected workflow.
Explore Core → MachinesRubian and Kestowv support execution.
Rubian and Kestowv provide the evolving foundation behind Arcturus. Their documentation covers workspaces, inspection, commands, execution and service recovery; research examines scheduling and resource use.
Enter the research layer → InfrastructureCompute facilities add shared dependencies.
A fleet shares network, power and cooling dependencies. Facility work must establish access, commissioning checks, physical responsibilities and escalation alongside the software scope.
See data-center work →The founders’ work connects these product roles.
William created Core and leads company strategy and commercialization. Co-founder Troy Mallory, also known as CufeHaco, invented Rubian and Kestowv and leads the technical direction of Project Valux.
Arcturus applies the operating foundation to machine investigations and maintenance follow-up. Core continues as a separate interface product in development. Project Valux carries the broader operating-system ambition, with standalone boot, runtime and hardware milestones tracked separately from hosted capabilities.
Choose the operating problem to investigate.
Start with a machine condition, a workload constraint or an infrastructure dependency. A technical engagement defines the available inputs, the question to answer and the work included.
Arcturus
Investigate sourced machine observations, inspect conditions and retain the maintenance and follow-up history.
Explore Arcturus →Compute efficiency
Measure useful work, responsiveness, correctness, energy, and constraints before expanding capacity.
Evaluate compute →Infrastructure and reliability
Define readiness checks, physical dependencies, access and recovery responsibilities for an agreed infrastructure scope.
See infrastructure work →Each engagement names the systems, work and result included in its scope.
Looking for help with a system? Explore Valen Systems services