Audit turnaround:
7+ days → 4 minutes (‑99%).

Security:
Identified and helped remediate 43% of critical vulnerabilities across early‑access repos in the first month.

Quality:
28% reduction in post‑release defect density for teams adopting Tech Audit pre‑merge.

User sentiment:
NPS +62; 92% said the AI surfaced issues they would have missed.

‍

Key features buyers care about

- AI code review with prioritized findings & actionable fixes.

- Real‑time audit status and progress streaming (SSE).

- Stripe subscriptions with tiered usage and webhook‑driven entitlements.

- Type‑safe Postgres models (Drizzle + Supabase) and auto‑migrations.

- Accessible, performant UI (Next.js + React + Tailwind, WCAG 2.1 AA).

- Observability with PostHog dashboards & event streams.

- Serverless scalability on Vercel.

‍

Front‑end & UX:
Next.js (App Router) + React UI using Tailwind + shadcn; micro‑interactions with Framer Motion; WCAG 2.1 AA accessibility.

Back‑end & DB:
TypeScript services on Vercel serverless, Drizzle ORM over Supabase Postgres with auto‑migrations and a type‑safe schema.

AI integration:
Google Generative AI (Gemini) to analyze repository snapshots, generate security/perf/maintainability findings, and draft step‑by‑step remediation plans.

Real‑time UX:
Server‑sent events (SSE) for live audit progress; PostHog for product analytics and real‑time dashboards.

Payments & plans:
Stripe Checkout + webhooks for subscription tiers and usage limits; billing‑aware feature gating.

DevOps & velocity:
CI/CD on Vercel with preview environments, automated DB migrations, trunk‑based releases.

‍