What works now, and what we want to build together

The current release connects models, agent tasks, research, tools, and saved outputs. What runs in a particular installation depends on its models, add-ons, permissions, and configuration. Use the manual for the workflow and release notes for version-specific changes.

These are areas for continued design and testing, not features already available in every installation. The order may change as contributors bring failures, examples, and proposals to the repository.

1. 01

   Recovery and review

   Test restart, retry, approval, and side-effect boundaries in real agent work; make failures and recovery clearer to operators.

2. 02

   Execution Graph

   Explore plans with explicit dependencies, outputs, permissions, and completion checks instead of relying only on a linear list of steps.

3. 03

   Knowledge and reusable workflows

   Continue improving source-backed knowledge spaces and explore user-reviewed workflows that can be reused safely.

Close

A wider Agent Runtime and organizational Control Plane remain a direction, not a description of today's default install or a promised commercial edition. The open-source workspace is the foundation; policies, budgets, audit, and deployment controls need their own evidence and design.

An issue with a reproducible case or a proposed workflow is more useful than a feature name alone. Describe the task, the environment, what happened, and what a successful result would look like. We review scope in public before large changes.