BM

Agent demo

Tier-1 proof is a recorded replay of a real agent pipeline run — no live credentials in the browser. Tier-2 live execution ships when infrastructure is ready.

Harden the contact form

Watch a sanitized agent pipeline plan, implement, audit, and verify a contact-form improvement — the same phases used on this site daily.

  1. Plan

    Scope the change and acceptance checks

    Planner agent reads the contact route, rate-limit module, and e2e specs; outputs a minimal diff plan with disclosure and a11y constraints.

  2. Implement

    Apply the smallest correct diff

    Implementer wires Upstash-backed global budget checks, newline sanitization on email fields, and keeps the Resend path server-only.

  3. Audit

    Run disclosure + lint + type gates

    Auditor verifies no new client names, no restricted terms, and that contact still posts to the existing API route.

  4. Test

    Execute unit and e2e coverage

    Tester runs vitest rate-limit specs and the contact e2e flow against a production build with Playwright.

  5. Ship

    Green CI and preview smoke

    Synthesizer confirms ci, a11y, disclosure, and Lighthouse jobs pass; change is ready for preview deploy.

Result: stronger abuse resistance and observable delivery — without exposing live agent credentials in the browser.

PlannerSpecialistsAuditorTesterSynthesizer