ESHLON 1.0
The flagship model at the center of reasoning, language understanding, planning, and decisions.
Meet the model ↗MEET ESHLONFrom your intent.
From your intent.
To work
that’s done.
ESHLON is a desktop execution system built around its own flagship model. Give it an outcome. It plans, acts, coordinates, and checks the result.
Download for WindowsExplore the workspace ↓THE EXECUTION SYSTEM01 / OVERVIEW
YOUR OUTCOMEBuild the application. Research the market.
Prepare the launch.
Prepare the launch.
ESHLONREASON → ORCHESTRATE
Research agentCoding agentDocuments agent
Inspect · Repair · IntegrateFinished outcome ↗
1.0Native flagship model
100+Engine toolsApproximate current toolset
50+Major built-in skillsPlus custom workflows
HoursLong-horizon executionDemonstrated in development
DIFFERENT WORK. THE SAME WORKSPACE.
Start with what you need.
Explore the conversation, follow the activity, and open the result.
Work through a complex question.
Follow a company research session, inspect the evidence, and read the report beside the conversation.
Interactive product exampleExplore the document example ↗
THE AUTONOMOUS EXECUTION LOOPOne outcome.
One outcome.
A system that sees it through.
Define the destination. ESHLON figures out the steps, coordinates the work, and adapts when the unexpected happens.
Objective → execution plan
Understand what done means.
ESHLON inspects the available context, identifies dependencies, and plans the work around the outcome. Independent tasks can move in parallel; dependent work stays in sequence.
Output / a plan that can adapt
Explore the phases · an illustration of the execution process.
FROM REQUEST TO RESULT
Delegate the outcome.
From project notes to a finished launch presentation, the system owns the steps in between.
- 01
Define what you need.
Bring your brief, reference files, and constraints. Describe the audience, the goal, and what a successful result looks like.
- 02
Let the system execute.
ESHLON researches the context, structures the story, creates the slides, and checks the output. The plan adapts as the work develops.
- 03
Open the finished file.
Review the presentation beside the task. Inspect the result, request refinements, and export the deck as a PowerPoint file.
WHEN A PROJECT NEEDS MORESpecialist workers.
Specialist workers.
One orchestrator.
ESHLON decomposes the assignment, delegates independent work, and coordinates the results. Isolated workspace copies give workers room to act; guarded integration brings the changes together.
Explore the four-worker example below, or go inside Agent Swarm ↗.
THE COMPLETE ESHLON SYSTEMIntelligence.
Intelligence.
And the means to act.
ESHLON 1.0 is the native reasoning layer. The execution system connects that intelligence to your computer, your tools, and the work that needs doing.
A coordinated team
Specialized agents and swarm workers carry out independent parts of a larger assignment.
Explore Agent Swarm ↗Your computer. In reach.
Files, terminals, browsers, and graphical interfaces become part of the same execution environment.
See software engineering ↗Skills that travel with the task
50+ major built-in skills provide methods and validation. Custom skills bring your own procedures.
Explore skills ↗Work across your services
MCP plugins connect data and actions across supported productivity, developer, cloud, and business systems.
Explore connectivity ↗Finished, inspectable work
Presentations, documents, reports, spreadsheets, software, and visualizations—with checks suited to the output.
Open the collection ↗FAILURE RECOVERYA broken environment
A broken environment
is part of the assignment.
Missing runtimes. Deleted dependencies. Failed tests. ESHLON is built to investigate what went wrong, repair what it can, and continue toward the outcome.
Development testing has included deliberately damaged environments and interrupted services. Recovery and verification are part of the execution loop.
- Inspect the environmentA required runtime is missing.
- Diagnose the blockerCheck installed tools and project requirements.
- Repair the environmentRestore the runtime and install dependencies.
- Run the checks againBuild, test, and inspect the application.
COMPUTER & BROWSER CONTROLThe whole computer
The whole computer
is part of the workspace.
ESHLON can navigate pages, use controls, enter information, and work through multi-step interfaces. A repository, browser, document, and connected service can all contribute to one objective.
Find the context.
Open sites, investigate sources, and interpret the interface.
Carry out the steps.
Use controls and forms to move the workflow forward.
Connect the work.
Bring browser results into files, analysis, and applications.
Check the outcome.
Verify the result and repair problems where possible.
MADE WITH ESHLON
Browse the collection ↗Explore the finished work.
3D modeling
The SR-71 Blackbird
Rotate and inspect the aircraft.
SimulationFluid Lab
Interact with a fluid simulation.
Web developmentSonder Coffee
Explore a website with a 3D coffee shop.
DocumentsThe reading room
Read the full research document.
Software developmentTrading terminal
Explore live charts and market depth.
Give the next outcome to ESHLON.
Research. Software. Documents. The work is yours to define.