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All workLAB-010 / In development / 2026

Gyoza

Agent workflows with visible execution.

An agent workflow product exploring how business context, permissions and execution state can make social tasks easier to supervise.

gyoza.

Context. Control. Confirmation.

Business profileAccount & permissionsExecution stateConfirm or recover
Illustrative execution model · In development
Sector

Agent workflows

Services

Applied AI / Workflow design / Execution tooling / Product engineering

Technology

Python / React / TypeScript / Device automation

Stage

In development. Real execution sessions have been exercised; navigation reliability and delivery confirmation are under active development.

01 / Initial challenge

An agent needs more than a prompt to act for a business. It needs the right account, clear interaction boundaries and evidence that the intended action actually happened.

02 / Opportunity

Connect business context to an execution system whose permissions, progress and failures are visible to the person supervising it.

03 / Strategy

Separate business profiles, runtime policies, account binding and execution state. Treat attempted actions and confirmed outcomes as different states, with review and recovery where needed.

04 / Product experience

The product brings business setup and workflow monitoring into a web interface. Its execution engine has been exercised in real sessions, while navigation and delivery confirmation continue to be refined.

05 / Technical approach

An independent fork of the Jev/Wheerli device execution engine is being developed with business profiles, runtime policies and account binding. The surrounding product uses React and TypeScript. Work focuses on preserving execution state and checking the outcome of each action.

What we explored

  • Context and account boundaries
  • Supervised agent execution
  • Outcome confirmation and recovery

What we built

  • Business profile and policy model
  • Account binding
  • Execution-state tooling
  • Web product and workflow previews

Current stage

In development. Real execution sessions have been exercised; navigation reliability and delivery confirmation are under active development.

Next experiment

Improve navigation, confirm delivery reliably and evaluate complete workflows before widening access.

Explore Gyoza

Next project / LAB-003

Pragma