Private client engagement

Real Estate Closing Document Automation

Mapped a manual process from intake through attorney review and delivery. Deterministic rules and approved templates controlled consequential language; model output remained untrusted and reviewable. Configured the Serena MCP server for Codex to navigate and inspect the Legal Document Creator codebase.

Architecture schematic — not a product screenshot

Discovery→System design→Validated delivery

Discovery through implementation

Typed permissions and tenant isolation

Private repository — no public source link

Private repository. No private source code or client materials are published here.