Agentic Engineering · Studio
Designed so code changes don't reach your repository without your approval.
Studio is a management panel in development that aims to analyze a repository and run development tasks through agents. Task output reaching the repository is designed to happen only after your review and approval.
- Status
- Prototype
- Last verified
- 2026-07-18
- Access
- TODO_CONTENT_CONFIRMATION
The problem it addresses
The biggest risk in agent-based development tools is a code change reaching the repository or production without human approval. Studio aims to reduce that risk by tying task output to a separate approval gate.
How it works
You define the project repository in the web panel; an onboarding scan (cloning, module detection, config extraction) starts.
The agent runs the task inside a sandbox bounded by a defined scope and token budget.
The steps the task takes are followed live in the interface.
The change is reviewed; nothing reaches the repository without approval.
Verified capabilities
Sandboxed task execution
Every task runs in an isolated environment with a bounded scope and token budget.
Approval gate
Code changes never reach git on their own; the push and pull-request step depends on human approval.
Structured brainstorming
In the Brainstorm module, multiple agents generate proposals round by round; conflicts are brought to you, and accepted decisions are kept in a ledger.
Architecture and trust model
Each claim below is labeled with where it currently stands — none of these are confirmed, final guarantees.
Task execution
- In development
Every task runs inside a sandbox with a bounded scope and token budget.
- In development
Task output is delivered to the interface over an SSE (server-sent events) stream.
Approval gate
- Design principle
Code changes reaching the repository are designed as a separate step gated by human approval.
- Design principle
An agent's decision alone is prevented, by design, from pushing or opening a pull request.
Known limits
End-to-end verification is missing
The nine-step onboarding pipeline and the automatic push/pull-request flow are still in development; no independent, end-to-end verified demo has been published yet.
Access model not finalized
The deployment shape and access terms haven't been confirmed by the project owner yet (see the status block).
Interface is not a stable release
The task and review interface can still change; there is no stable version number.
Evidence
A public set of tests, demos, or sample output for this product is currently being developed — it will be added here once published.