Workspace context
Start from the resources you already operate instead of explaining your platform from scratch.
All resources
Shard AI
Turn an idea into a full-stack application
Describe what you want to build — Shard AI plans the project, creates the app and database, and connects services. Start from an existing project instead when you need deeper context.
One task view for workspace context, execution, and review
Live
streaming activity
Workspace
workspace context
Approval
reviewable changes
Apps + data
connected resources
Workspace operations
Turn a goal into an investigated and reviewable task.
Shard AI is built around the resources in your workspace. It can inspect the current state, work from an optional application context, and propose the next operation without leaving the dashboard.
Explore capabilitiesInvestigate workspace state
Ask Shard AI to inspect applications, databases, virtual machines, domains, status, logs, configuration, and connections before it recommends a next step.
Focus on one application when needed
Start from a project to carry its application context into the task, while still keeping the rest of the workspace available for connected work.
Coordinate changes with a clear review step
Shard AI can propose creating apps or databases, creating or restoring backups, managing files, updating resources, controlling services, and changing domains or DNS records.
Built to operate
Workspace-aware assistance with visible execution boundaries.
Shard AI streams its work in the task view and groups activity, proposed changes, and results so you can understand what it checked and decide what happens next.
Project-scoped tasks
Attach a task to one application for focused context and keep it organized with that project.
Live investigation
Inspect resource state, logs, configuration, files, and operational signals in one conversation.
Connected operations
Plan changes across apps, databases, virtual machines, files, and domains with their relationships in view.
Reviewable actions
Inspect proposed changes and their results in an approval queue before they affect your resources.
Shard AI models
Choose the right model for the work ahead.
Choose based on task scope: a quick request, an advanced implementation, or a complete full-stack project.
01
Default
For simple, focused tasks where you need a quick answer or a small change.
Examples
- •Explain a log error
- •Write a Dockerfile
- •Create an environment variable
02
Pro
For advanced tasks that require deeper reasoning across several steps.
Examples
- •Debug a failed deployment
- •Plan a database migration
- •Improve an API endpoint
03
Max
For full-stack projects that span code, data, deployment, and operations.
Examples
- •Build a SaaS MVP
- •Create a dashboard with a database
- •Plan and deploy a production service
Progressive setup
Start with an outcome, then keep every decision in view.
Shard AI creates a task, investigates the available context, and waits for your decision before applying proposed operations.
Get started01
Start from the workspace or a project
Open a workspace task for broad work, or start from an application when the task needs that project as its initial context.
02
Describe the outcome
Ask Shard AI to investigate, create, connect, or change something. It can use tools and ask follow-up questions as the task becomes clearer.
03
Review the proposed operation
Use the activity, changes, and output views to review the work, then approve or reject each proposed operation.
From connection to the first decision, in one flow.
Frequently asked questions
How this resource works in practice.
It can inspect the platform resources your account can access, including applications, databases, virtual machines, and domains. Its tools can retrieve details such as service state, logs, files, and connection information when relevant to the task.
Ready to move forward
Operate the platform without rebuilding context every time.
Open Shard AI to start a workspace task with your resources already connected.
Guided setup with no commitment
Investigate before it proposes
Shard AI inspects real workspace state before suggesting a change.
Nothing happens without approval
Every proposed action waits in a review queue for your confirmation.
Open Shard AI
Describe what you want to build and let Shard AI plan the first step.
Connected ecosystem
Connects to the workflow your team already uses
GitHub
Connect repositories and keep every release linked to its source code.
Docker
Ship your own images with a consistent process across environments.
PostgreSQL
Connect data and applications without losing operational service context.
Shard Edge
Bring caching, TLS, and global delivery closer to your users.
Shard AI
Investigate signals and execute actions with workspace context and approval.
OpenTelemetry
Connect standardized signals to expand visibility whenever needed.
Source, data, delivery, and automation stay connected so your team can operate without switching context.
Explore connected resourcesBuild on Core
Start with the plan built for your next production service.
Launch your first application with the Core plan, then keep deployment, operations, and connected resources in one place.
Start with Core