Automation & Integrations

Browser Workflow System (BWS)

The browser transport between projects and coordinators.

Implemented · tested (documented) · runs on the operator's workstation.

Route planning & freight intelligence

Plan multi-load routes and read the freight market.

Implemented · 1,795 tests collected.

Lead engine

Find local businesses that need a website.

Implemented · tests run (58 of 58) · local · preview-only messaging.

WebWorks

Turn proven website designs into knowledge, create new sites from it, then sell and launch them automatically.

Implemented · tested (static) · deployment documented.

Reliability

Exactly-once channels

Implemented · tested (documented) · runs on the operator's workstation

Workflow engine

Workflow authority: governed AI-assisted delivery

In daily use · coordinating the operator's project sessions and verifying their work against evidence

Algorithms

Rules-aware multi-leg route planning

Implemented · heavily tested (static) · local

Data and automation

Ingestion, deduplication, scoring and a safe driver

Implemented · tests run (58/58) · local

Backend / Python

WebWorks Generator (WWG)

Implemented · 9 production builds recorded, 5 operator-approved · 143 Python test files