System Topology

Local-First Architecture

LeadForge OS runs on your hardware, stores data locally in SQLite, and communicates directly with SMTP relays, using cloud synchronizers only for backups and remote tasks.

Local Handshake Handlers

Local CPU

Scraper Engine

SQLite WAL

Local Storage

Planned

Cloud Relay

Encrypted Sync

Why Desktop First?

Scraping google maps, scraping WHOIS directories, and crawling sites for contacts is highly CPU intensive. Cloud hosts charge premiums for this; your desktop runs it essentially free.

Data Ownership

Your database sits directly in standard `.db` structures on your hard drive. Your SMTP password keys and target credentials are never sent to third-party databases.

Hybrid Synchronizer

When online, the LeadForge Sync Engine handles remote outbound dispatch queue synchronizations. If you go offline, jobs pause locally and resume seamlessly without data losses.