lda-wf/examples/lda_report_workflow/documents/project-brief.md

Project Brief

lda.chat is a workflow substrate for AI-agent-facing workspace automation. The prototype separates external planning from deterministic workflow execution.

Key achievements:

• Typed Draft, Artifact, Deployment, Run, and Trace lifecycle records.
• Source-provider boundary for platform, MCP, Python, and experimental OpenAPI sources.
• JSON-RPC and CLI surfaces usable by external agents and human operators.
• Deterministic report and browser-click examples with audited agent challenge runs.

Current positioning:

• The system is not a bundled autonomous planner.
• External agents or humans operate the workflow lifecycle.
• The next product-facing step is a local Workflow Console and defense demo.