Website audit platform

We had six near-identical audit repos (platform, audit, marketing, sales, security, law), all ~90% the same code re-skinned, and audit scores that change run to run are not trustworthy.

There were five near-identical audit codebases — security, SEO, marketing, sales, law — each about 90% the same app re-skinned for a different domain, and each drifting on its own. The harder question underneath was trust: an audit score that changes between runs, or that an LLM quietly invents, is worthless to a client. So the work was two decisions at once — collapse the five apps into one, and make the score something you can defend byte-for-byte.

One app runs all five audit types against a URL through a deterministic rules engine, so scores are reproducible; an optional local AI layer turns the raw findings into client-ready summaries, fixes and action plans without touching the objective evidence.

One deployment that runs all five audit types against a URL through a shared deterministic engine: collectors gather objective facts, a checklist of weighted rules maps each fact to pass/warn/fail, and category scores plus an A+…F grade come out the same for the same input every time. Each domain is now an audit module inside that engine rather than a separate repo. A local open-weights LLM can run afterwards to enrich summaries and action plans, but it is only allowed to touch wording — never the score.

Built with Vue 3, webedge-db, Rules engine.

Vue 3 + Vite + Pinia front end talking to our reactive backend (webedge-db) via a singleton client; the whole app — UI and backend functions — lives in one frontend/ tree, deployed on our own infrastructure as a static SPA plus a backend deployment.

Six repos collapsed into one, a URL gets a repeatable score plus a readable report, and the AI adds narrative depth without changing the numbers.

Five overlapping repos became one maintainable app with reproducible, defensible scores across all five domains, and the local-AI layer is strictly additive — it deepens the narrative without ever moving the number a client relies on.