PingToProd PingToProd
Product Manager

Meet the Next Generation's
Product Manager

An AI-powered product leader who takes your idea, assembles a team of expert agents, and orchestrates them to research, design, build, secure, and ship your product — end to end.

No boilerplate. No handoffs. Just describe what you want, and watch a coordinated team of specialists bring it to life.

← → This is a slideshow — use the arrows below or keyboard to navigate
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One sentence in. Live product out.

Describe what you want to build in plain English. PingToProd assembles a team of AI specialists, orchestrates them through a 7-phase pipeline, and delivers a fully built, tested, secured, and deployed web application.

YOUR IDEA
"Build a roommate expense app…"
→
LIVE PRODUCT
wowprod-roomietab.vercel.app
✓ Deployed
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One manager. Seven specialists.

PM

Product Manager Orchestrator

Coordinates the pipeline, tracks budget, validates outputs between phases.

Research

Research Agent

Market Analyst

Competitive analysis, personas, requirements

PRD Writer

PRD Agent

Product Strategist

Product requirements, user stories, success metrics

Designer

Designer Agent

UI/UX Designer

Design system, components, mockups

Architect

Architect Agent

Technical Lead

DB schema, API design, tech stack

Engineer

Engineer Agent

Full-Stack Dev

Builds the complete Next.js + Supabase app

Security

Security Agent

Security Specialist

OWASP audit, dependency scan, auto-fixes

Release

Release Agent

DevOps Engineer

GitHub repo, CI/CD, Vercel deployment

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Seven phases. Fully automated.

Phase Agent Input Sample of Phase Outputs
1. Research Market Analyst Product idea research-report.json
2. PRD Product Strategist Research report prd.md
3. Design UI/UX Designer Research + PRD design-spec.json + 7 HTML mockups
4. Architecture Technical Lead Research + PRD + Design architecture-doc.json + technical-design.md
5. Engineering Full-Stack Dev All above Complete working application
6. Security Security Specialist App code security-report.json + auto-fixes
7. Release DevOps Engineer Everything Live URL + GitHub repo + CI/CD + GitHub Project (43 issues)
Each phase produces validated artifacts that feed the next. Budget guardrails enforce per-phase spend limits.
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Now let's see how this plays out
for a sample prompt

User Prompt

"I want to build an app for roommates (up to 5 roommates) to manage their expenses each month. Different expenses are distributed differently. Expenses are paid by the roommates in an ad hoc fashion, but at the end of each month the app should summarize total expenses by each person, total money they paid for, and minimum number of transactions needed to settle. Capturing expense, identifying who it belongs, who paid for it all should be very simple to capture."

Pipeline starts →
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Phase 1 Output

Research Report

TAM
$612M
Global bill splitting market
SAM
$245M
SOM
$2.5M
Competitive Landscape
Splitwise 50M+ users
Tricount 10M+ users
Settle Up 2-5M users
Splid 1-3M users
User Personas
M
Maya Chen
21 · CS Student
J
Jordan Patel
27 · Software Eng
P
Priya Nair
24 · Marketing
View Full Research Report →
Structured competitive analysis, 3 user personas, $612M TAM sizing, and 15 prioritized requirements — all generated from a single sentence.
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Phase 2 Output

Product Requirements Document

Preview · prd.md

RoomieTab — Product Requirements Document

Version 1.0 · February 2026
1. Executive Summary
2. Market Analysis
3. Competitive Landscape
4. User Personas
5. Requirements (15 functional + non-functional)
6. Risk Assessment
7. Key Insights & Recommendations
8. Technical Constraints
Executive Summary

RoomieTab is a web-based roommate expense management app for groups of 2-5. Frictionless expense logging with flexible split rules, real-time sync, and a minimum-transaction settlement algorithm. North star metric: capturing an expense in under 10 seconds.

View Full PRD →
A professional PRD your stakeholders can actually read — generated, not handwritten.
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Phase 3 Output

Design Specification + HTML Mockups

Design System Colors

Primary — Indigo
50
200
400
500
600
700
900
Accent — Teal
100
300
500
700
Semantic
Success
Error
Warning
Dashboard Mockup
🏠 RoomieTab Dashboard
You owe: $45.50
Owed to you: $22.00
Wireframe with Caveat font · Indigo/Teal palette
Login
→
Household Setup
→
Dashboard
→
Add Expense
→
Expenses List
→
Settlement
→
Settings
View Full Design Spec →
Complete design system with Tailwind tokens, 25+ atomic components, and 7 interactive HTML wireframes.
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Phase 4 Output

Architecture Document + Technical Design

Entity-Relationship Diagram

Households
id, name, invite_code, created_by
Members
id, household_id, user_id, display_name, role
Expenses
id, household_id, amount_cents, category, split_type, paid_by
ExpenseSplits
id, expense_id, member_id, amount_cents
RecurringTemplates
id, household_id, amount_cents, day_of_month
Settlements
id, household_id, month, is_archived
SettlementTransactions
id, settlement_id, from, to, amount_cents

API Endpoints (18 routes)

Households
POST /api/households
PUT  /api/households/[id]
POST /api/households/[id]/join
POST /api/households/[id]/invite
Expenses
POST /api/expenses
PUT  /api/expenses/[id]
DEL  /api/expenses/[id]
Settlements
POST /api/settlements/calculate
POST /api/settlements/archive
PATCH /api/settlements/transactions/[id]
Recurring & Export
POST /api/recurring-templates
POST /api/recurring/generate
POST /api/export/csv
POST /api/export/pdf
Next.js 15 Supabase PostgreSQL Tailwind CSS Vercel
View Architecture Doc → View Technical Design →
7 database tables, 18 API endpoints, full RLS policies, and migration files — architecture decisions made by an AI Technical Lead.
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Phase 5 Output

The App Itself

wowprod-roomietab.vercel.app ↗
YOUR BALANCE
-$45.50
You owe 2 roommates
MONTH TOTAL
$342.00
12 expenses logged
Recent Expenses View all
🛒 Groceries · $67.40 · paid by Maya · Split equally
⚡ Electric bill · $124.00 · paid by Jordan · Split equally
🍕 Pizza night · $42.00 · paid by Priya · Custom split
5,000+
Lines of code
20+
Components
18
API routes
~10 min
Build time
A complete, production-grade Next.js application — not a prototype.
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Phase 6 Output

Security Report

1
Critical
3
High
4
Medium
2
Low
2
Info
2
✓ Auto-Fixed
DEP-001  |  CRITICAL
Next.js Multiple CVEs — DoS, Cache Poisoning, SSRF
Location: package.json — next@15.1.x
Recommendation: Upgrade to 15.4.5+
SEC-HDR-001  |  AUTO-FIXED
Missing Security Headers
X-Content-Type-Options, X-Frame-Options, HSTS, CSP — all headers injected automatically via middleware.
View Full Security Report →
OWASP Top 10 aligned audit. Critical vulnerabilities caught and fixed before deployment.
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Phase 7 Output

Live deployment + GitHub infrastructure

🌐

Live Site

✓ Deployed
wowprod-roomietab.vercel.app
💻

GitHub Repo

Public
balajip76/wowprod-roomietab
CI/CD pipeline active
📋

Project Board

43 issues
4 milestones:
Foundation · Core API · Features · Polish
Deployed to Vercel, pushed to GitHub with CI/CD, and 43 pre-created issues organized into milestones — ready for iteration.
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What it costs. What it saves.

Metric RoomieTab
Total cost $5.06
Total time ~1.3 hours
Artifacts generated 9 + app
GitHub issues 43
Mockup pages 7
Traditional equivalent: 2-4 weeks + $5,000-$15,000 for a freelance team to produce the same deliverables.
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Your command center.

PingToProd
pingtoprod.neyar.one/dashboard ↗

Products

+ New Product
RoomieTab
Completed
Roommate expense management app…
$5.06 Feb 26 ✓ Live
PageMatch
Completed
Personalized book recommendation app…
$11.85 Feb 24 ✓ Live
Every product you've built, with one-click access to pipeline status, artifacts, and live deployments.
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Ready? Describe your idea.

Budget: $10
$100
⚡ Build It
Next.js + Supabase
Vercel deployment
GitHub + CI/CD
Security audited

No boilerplate. No handoffs.
Just describe what you want, and watch a coordinated team of specialists bring it to life.

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PingToProd

PingToProd

pingtoprod.neyar.one

Thank you

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