The authoring surface for a multi-tenant website builder: a unified page builder, menu and widget builders, a media library, a rich text editor, and a submissions inbox. Publishing runs on draft and live snapshots with per-page history, autosave, and undo/redo, alongside a floating preview card with device presets, viewport clamping, and cross-window theme sync.

Billing and contracts with invoice generation from billable time, recurring invoices, and hour-balance consumption. A business-hours-aware SLA engine raises at-risk and breach notifications through a sweep worker. Scheduling expands RRULE recurrences into a dispatch view, and a knowledge base adds a publish lifecycle, version restore, and trigram search.

Runs security, optimization, logic, and UI-consistency passes on a weekday rotation, files findings straight into the issue tracker, and keeps a standing coverage table. Every finding first passes an adversarial verification stage where independent coding agents try to refute it and default to refuted, so a machine-generated backlog stays credible instead of noisy.

Compares executed contracts against approved templates clause by clause, pairing layout-aware OCR for scanned documents with automated risk scoring and human review of every flagged deviation. Findings trace to a specific page, paragraph, line, and span, and results land in an append-only log with cryptographic chaining.

Ingests TXT, PDF, and DOCX files, chunks their content, generates embeddings, and stores and queries the vectors to power semantic search. Document loading runs in parallel and embedding calls are batched, with source metadata and ordering preserved so every retrieved chunk stays traceable to where it came from.