Planning
Mission plan
A structured brief before compute starts.
Mission briefReadiness scoreAcceptance criteriaApproval gate
Case study / Agentic AI workspace
Multi-Agent Orchestration Platform
Stallion turns an open-ended product request into a planned, assigned, and reviewable agent run.
The product keeps the important parts visible: what the agents will do, where the work is running, what changed, who can approve it, and what gets handed off at the end.
Next.jsReact 19Tailwind CSSSocket.IOE2BDockerClaude Agent SDK
Client
Stallion
Engagement
Product design + full-stack build
Timeline
12 weeks
Category
Agentic AI workflow automation
Runtime
Docker VM workspace
Review layer
Plan, preview, files, logs, audit
Product challenge
Agent work needs visible control.
Plan before execution
Every mission starts with agent roles, task order, dependencies, and acceptance criteria.
Live execution view
The task graph, activity feed, VM preview, and files stay connected while the run is active.
Operational readiness
Admin, team roles, billing, integrations, security settings, and audit history are treated as core product screens.
Demo
Watch the workspace in action.
The walkthrough shows the core loop: create a mission, review the plan, run agents in a VM, inspect the output, and keep the handoff tied to the work record.
Plan review before execution
Agent progress and task graph
Live VM preview with handoff notes
Repository
Codebase
Product architecture
The surfaces that make agent workflows usable.
Stallion was designed around the full operating loop: planning, execution, review, team control, system connection, and audit.
Ownership
Agent roles
Clear responsibility across planning, data, UI, and QA.
Product StrategistData ModelerFrontend BuilderQA Reviewer
Execution
Task graph
Dependencies, blockers, and progress in one visual map.
Task orderBlocked statesDone statesAgent ownership
Runtime
VM workspace
Sandboxed execution with preview, terminal, and files.
Docker VMLive browserTerminal stateFile browser
Operations
Admin console
Workspace-level view of activity, policy, and usage.
Usage viewBudgetsPolicy defaultsMission activity
Roles
Team access
Members, groups, permissions, and approval rules.
MembersRolesGroupsApprovals
Spend
Billing
Plan usage, payment method, invoices, and budgets.
Plan usagePayment methodInvoicesBudget usage
Security
Security policy
Identity and runtime rules for connected work.
SSO-ready loginIdentity rulesRuntime defaultsSecurity policy
Systems
Integrations
Connection points for the tools teams already use.
GitHubSlackJiraSnowflake
Review
Audit trail
A record of approvals, access, exports, and policy events.
Event streamApprovalsCredential eventsExports
Workspace showcase
Plan, run, and review in one workspace.
The main workflow keeps the mission, task state, and VM output visible at every stage.
Plan review
Start with a mission the team can approve.
The plan view turns a product request into assigned work, dependencies, acceptance criteria, and an approval step.
Mission briefAgent rolesApproval gate
Task graph
Track progress without digging through logs.
The graph shows execution order, blockers, ownership, and completed work as the mission moves.
DependenciesBlocked statesCompleted tasks
VM workspace
Review the output where it was created.
The browser preview, files, terminal state, and run notes stay together so the result is easy to inspect.
Live previewFilesRun notes
Workflow checkpoints
A clear path from request to handoff.
01
Review the plan
Confirm the mission, agent roles, task order, and approval gate before execution.
02
Run the workspace
Keep the app preview, file tree, terminal state, and handoff notes in one place.
03
Manage the system
Control team access, billing, security, integrations, and audit history from the same product.
Operating loop
From product request to reviewable output.
01
Define the request
Example: a B2B SaaS analytics dashboard with activation, retention, revenue, charts, and implementation notes.
02
Review the plan
Stallion maps the request into agents, task order, and acceptance criteria.
03
Run in the VM
Agents work inside the sandbox while progress and blockers remain visible.
04
Inspect the output
Review the preview, files, terminal state, logs, and notes together.
05
Hand off with context
The run ends with a review package another team can pick up.
Execution evidence
Every run stays tied to its work record.
The VM view keeps output, files, logs, and notes attached to the mission that produced them.
Preview, files, logs, and notes stay in one review surface.
Team rollout
Controls for the people running the workspace.
Authentication, billing, role management, integrations, security settings, and audit review give the product the operating layer it needs beyond the main agent run.
Admin
Billing
Security
Team
Integrations
Audit
Contact
Talk to the team about your AI system.
Share what you are building, where you need help, and what needs to ship next. We will reply with the right next step.
01
NDA available
We can start under NDA when the work requires it.
02
Direct team access
You speak directly with the team doing the technical work.
03
Clear next step
We reply with a practical recommendation on scope, implementation, or rollout.
30m
working session
Direct
team access