43s
Full scaffold time
Prompt submission to complete project structure and runnable app.
Workflow
Describe it.
Prodvo builds it.
You ship it.
Every product starts as a thought. Prodvo turns that thought into a running application through one tight loop of prompts, builds, and controlled iterations.
You say
"Build a SaaS with user auth, a subscription dashboard, and Stripe billing."
"Add a team invite system ā each team can have up to 5 members."
"Make the pricing page mobile-friendly and add a free tier."
Prodvo does
āProject scaffoldedNext.js + TypeScript, Prisma ORM, and deployment wiring generated in seconds.
āAuth configuredEmail + OAuth flows, session middleware, and protected routes are connected.
āDatabase readySchema generated, migrations run, and Postgres stays in sync.
āStripe integratedSubscription logic, webhook handlers, and billing portal are wired end-to-end.
āDeployed to productionLive on your domain with SSL and edge distribution.
The workflow loop
Five phases.
One tight loop.
Infinite iterations.
Prodvo workflow is intentionally loop-first. You can re-enter any phase at any time without losing what already works.
Prodvo Agent
Phase 01
Start ā One prompt.
A full project, live.
prodvo Ā· new project
Build a SaaS for tracking freelance invoices. Users sign up, create clients, log invoices with line items, and mark them paid. Export to PDF. Stripe for subscription billing.
Next.jsPostgresStripeAuth
What Prodvo understands
ā Data model ā users, clients, invoices, and line items
ā Auth requirement ā sign-up flow and protected routes
ā Monetization ā subscription billing with Stripe
ā Export feature ā PDF generation pipeline
Scaffold output ā generated in 43s
app/page.tsxnew
app/dashboard/page.tsxnew
app/invoices/[id]/page.tsxnew
lib/auth.tsconfigured
lib/stripe.tsconfigured
prisma/schema.prismagenerated
api/webhooks/stripe.tsnew
api/invoices/export.tsnew
.env.localconfigured
next.config.tsconfigured
0
Manual config files
Auth, database, and billing plumbing are prewired by default.
100%
Prompt fidelity
Requested features map directly into generated application behavior.
Phase 02
Build ā The agent
codes while you watch.
You direct, Prodvo executes. Every message becomes a concrete implementation action with visible output.
You
Add a client portal where clients can view invoices and download PDFs without signing in ā just a magic link.
Prodvo
Built. Added portal_token on invoices, a magic-link generator, and a public route at /portal/[token]. PDF download reuses the export endpoint for a secure no-login flow.
prisma migration2 new routesemail template updated
You
Invoice totals are wrong. Fix tax calculation and add subtotal + tax + total in the PDF.
Prodvo
Fixed. calculateTotal() now computes qty Ć unitPrice, then tax, and returns structured totals. Updated PDF template and recalculated existing invoice totals.
bug fixedpdf layout updatedmigration recalculation
You
Add recurring invoices with monthly or quarterly cycles and auto-generate the next invoice on due date.
Prodvo
Done. Added recurring_interval schema field, scheduled runner, generation utility, and dashboard toggles for recurrence control.
schema updatedscheduler createddashboard UI updated
Phase 03
Iterate ā Change anything.
Break nothing.
Prodvo keeps full context and updates the right layers without collateral regressions.
lib/invoices/calculate.ts
beforeafter
export function calculateTotal(items: LineItem[], taxRate: number) {-
const subtotal = items.reduce((s, i) => s + i.amount, 0)-
return subtotal * (1 + taxRate)+
const subtotal = items.reduce((s, i) => s + (i.qty * i.unitPrice), 0)+
const tax = parseFloat((subtotal * taxRate).toFixed(2))+
return { subtotal, tax, total: subtotal + tax }}// PDF template ā invoice-template.tsx-
<Total>{fmt(invoice.total)}</Total>+
<Row label="Subtotal" value={fmt(totals.subtotal)} />+
<Row label="Tax ({rate}%)" value={fmt(totals.tax)} />+
<Total bold>{fmt(totals.total)}</Total>Phase 04
Deploy ā Live in seconds.
No ops required.
One action moves from approved code to healthy production.
Deployment pipelineRunning
āBuildNext.js production build completed with zero blocking errors.14s
āDatabase migration3 migrations applied in order with no conflicts.3s
āEnvironment variablesRuntime keys synced and Stripe verification passed.1s
ā»Edge propagationDeploy assets propagating globally.12sā¦
āSSL certificateCertificate issuance and renewal attached to domain.ā
āHealth checksSmoke test suite executes against production URL.ā
Liveinvoicetrack.prodvo.dev
Custom domain + automatic SSL
Connect domain once. HTTPS is configured and renewed without manual cert work.
zero configGlobal edge network
Assets and routes are distributed globally for consistent low-latency delivery.
global edgePreview per branch
Every branch can ship a live preview URL for internal review or stakeholder sign-off.
auto previewsAtomic rollback
If a release fails checks, traffic shifts back instantly to a healthy deploy.
instant rollbackPhase 05
Maintain ā Prodvo watches
so you do not have to.
Logs, reliability indicators, and performance stay visible in a single timeline.
Live log stream Ā· productionstreaming
14:03:22OKGET /dashboard 200 Ā· 38ms
14:03:24OKPOST /api/invoices Ā· created invoice_019sk3 Ā· 204ms
14:03:29WARNStripe webhook retry #2 Ā· invoice.payment_failed
14:03:31OKWebhook processed Ā· user notified via email Ā· 112ms
14:03:38INFORecurring invoice scheduler triggered Ā· 3 invoices queued
14:03:39OKinvoice_020 generated Ā· magic link delivered Ā· 89ms
14:03:41ISSUEPDF export timeout Ā· auto retry started
14:03:42OKPDF export retry succeeded Ā· delivered in 1.8s
14:03:45OKGET /portal/tok_9xk2p3 200 Ā· public invoice view Ā· 29ms
14:03:48INFOSession created Ā· user login via Google OAuth
Avg. response time
62ms
Last 24 hours Ā· p50
Uptime
99.98%
Last 30 days
Error rate
0.04%
Auto-retried events resolved in flow
Active sessions
218/hr
Peak: 340 at 11:00 UTC
By the numbers
How fast is
each phase?
Average times across Prodvo teams. Complexity changes the depth, but the loop keeps the same predictable shape.
01 Ā· Start
43
seconds
From prompt to full scaffolded and runnable project.
02 Ā· Build
~3
min per feature
Average time from request to working committed code.
03 Ā· Iterate
<60
seconds
Typical turnaround for safe in-context change requests.
04 Ā· Deploy
28
seconds
Build, migrate, propagate, verify, and publish.
05 Ā· Maintain
0
manual work
Observability and alerts run continuously by default.