Product concepts¶
| Concept | Responsibility |
|---|---|
| Dashboard | Human interface to agents, goals, issues, workflows, tasks, memory and settings |
| Brain | Managed Codex/Claude reasoning and independent review |
| Memory | Named local groups for improvement lessons and target-agent knowledge |
| Workflows | Built-in Discover issues, Fix and Optimize journeys plus evaluation, baseline and full Audit |
| Capabilities | Shared trace, execution, evaluation, optimization, Git and delivery operations |
MCP is another interface to the same local service. An Agent is the application being improved. A Goal describes a broader objective. An Issue describes a supported problem and its occurrences. A Workflow defines a procedure; a Task is one durable execution. A MemoryGroup binds a knowledge purpose, folder and explicit access.
Production feedback¶
Production adds Improvement, Deployment, Monitor and Observation records beneath each agent. They keep verification, user selection, deployment and observed outcomes separate. See production monitoring for the two connected improvement loops.