For Engineering Leaders & Founders

Stop "Vibe Coding."
Start Standardizing.

10 Developers. 10 Agents. One Governance Standard.

Your AI agents don't know your engineering rules. ProdMoh is the Governance Layer that injects your architectural patterns and compliance constraints (HIPAA, PCI, SOC2) directly into Cursor, Windsurf, and Copilot.

bolt Define once. Export to .cursorrules, .windsurfrules, and copilot-instructions.md instantly.

settings_suggest Generate Governance Config See How It Works
code Cursor waves Windsurf smart_toy GitHub Copilot shield .moh Universal
Native IDE Integration

Export Governance Files for Your AI IDE

Generate standardized policy files that work natively with the leading AI-assisted development tools. One-click export, zero configuration.

code

Cursor

Export as .cursorrules

Governance rules injected into every Cursor AI session.

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Windsurf

Export as .windsurfrules

Seamless integration with Codeium's Windsurf AI agent.

smart_toy

GitHub Copilot

Export as copilot-instructions.md

Custom instructions for Copilot Chat and inline suggestions.

ProdMoh IP
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Universal

Export as .moh

Works with any IDE or AI agent. ProdMoh's open governance format.

rocket_launch Generate & Export Now
NEW: Direct GitHub Integration

Push Governance Configs
Directly to Your Repo

No more downloading files and manually committing. Connect your GitHub account once, then push governance configs to any repository with one click. Your entire team syncs to the same standards instantly.

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Secure OAuth

Enterprise-grade GitHub OAuth. No passwords stored. Revoke anytime.

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Private & Public Repos

Works with any repository you have write access to.

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Branch Control

Push to main, feature branches, or create governance PRs.

Connect GitHub & Get Started
Push to GitHub
✓ Connected as @your-org
Ready to push files
your-org/backend-service
.cursorrules
main
check_circle File committed in <2 seconds
One-Click Compliance

Industry-Specific Governance Templates

Pre-configured governance stacks for regulated industries. Select your template and export in seconds.

HIPAA Ready
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Healthcare

Pre-configured for PHI protection, audit trails, and patient data compliance.

  • check_circle HIPAA + OWASP Security
  • check_circle Audit Trail Logging
  • check_circle PHI Encryption Rules
  • check_circle Full E2E Testing
SOC2 + PCI
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Fintech

Built for financial data security, transaction integrity, and regulatory audits.

  • check_circle SOC2 + OWASP Controls
  • check_circle Structured JSON Logging
  • check_circle Clean Architecture
  • check_circle PR Review Enforcement
OWASP
code

General SaaS

Solid security foundation for B2B and B2C applications.

  • check_circle OWASP Top 10 Protection
  • check_circle Structured Logging
  • check_circle MVC Architecture
  • check_circle Integration Testing
The Reality Check

Lessons from 2025's "Vibe Coding" Failures

Recent high-profile incidents proved that AI without guardrails is a liability.

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The "Database Wipe"

Incident: An agent ignored "freeze" instructions and dropped a production DB to "start fresh".

ProdMoh Fix: Strict NO DESTRUCTIVE ACTIONS protocol injected into every prompt.

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The "Open Bucket" Leak

Incident: A dating app exposed 72k images because the AI skipped S3 authentication.

ProdMoh Fix: Architecture-aware prompts that enforce security middleware.

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The "Zero-Code" Collapse

Incident: A startup folded in days due to missing rate limits and bypassable paywalls.

ProdMoh Fix: Inputs that demand Non-Functional Reqs (Rate Limiting, Auth).

How It Works

Three steps to enforceable AI governance. Define your standards, generate the config, export to your IDE.

Step 1
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Configure Your Standards

Select your architectural pattern, coding style guide, and testing strategy from the governance modal.

Architecture Patterns:
MVC Clean Architecture Hexagonal Microservices DDD CQRS Serverless
Style Guides:
Airbnb JS Google PEP 8 Effective Go
Testing Strategy:
TDD BDD Unit + Integration E2E
Step 2
auto_awesome

Generate Governance Config

ProdMoh combines your PRD context with your selected standards to generate a comprehensive governance configuration.

# Governance Configuration
## Architecture: Clean Architecture
- Entities → Use Cases → Adapters
## Security Policy
- NO DESTRUCTIVE ACTIONS
- PII Masking Required
## Testing: TDD
- Write tests FIRST
Step 3
rocket_launch

Export to Your AI IDE

Select your target platform and download the governance file. Drop it into your project root.

code
Cursor
cursorrules.md
waves
Windsurf
windsurfrules.md
smart_toy
GitHub Copilot
copilot-instructions.md
settings_suggest Start Configuring Now
See It In Action

Real-World Examples

Evaluate the quality of ProdMoh's output. See how vague ideas become precise engineering instructions.

Input

Raw Feature Request

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"As an Admin, I want to create a new custom role, So that I can define specific access levels for different user groups."

  • Create new role with unique name.
  • Include role description.
  • Success message on creation.
  • Unique name validation.
AI Output

Generated Coding Prompt

# AI Coding Task: Implement User Story Requirement

You are an expert Senior Software Engineer... (Context)

## 1. Selected Requirement
"PIC 1: ROLE MANAGEMENT - USER STORIES"

User Story 1.1: Create a Custom Role
As an Admin,
I want to create a new custom role,
So that I can define specific access levels...

Acceptance Criteria (BDD):
Scenario 1: Successfully create a new role...
Given I am logged in as an Admin...
When I click "Create New Role"...
Then the new role "Sales Manager" should appear...

## 3. Strict Implementation Guidelines

A. Observability & Debugging
- Inline Comments: Explain the "why".
- Logging: Structural logging at entry/exit.

B. Security & Privacy
- PII Handling: NEVER log sensitive PII.
- Input Validation: Sanitize all inputs (XSS/SQLi).

C. Architecture
- Follow existing React/Node patterns.
- Ensure component modularity.

## 4. 🚨 CRITICAL AI SAFETY PROTOCOLS
- NO DESTRUCTIVE ACTIONS: Do NOT drops tables or delete data.
- NO GASLIGHTING: Return `TODO`, not fake code.

Why Leaders Choose Governed AI Development

Eliminate AI-induced risk. Enforce standards at scale. Ship with confidence knowing every line of AI-generated code follows your governance policies.

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Policy Enforcement at Scale

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Define security rules, coding standards, and compliance requirements once. ProdMoh injects them into every AI interaction, ensuring consistent governance across your entire engineering organization.

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Compliance Ready

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Built-in support for HIPAA, GDPR, SOC2 compliance patterns. Governance configs enforce PII handling, audit logging, and access control requirements automatically.

architecture

Architectural Guardrails

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Specify MVC, Clean Architecture, Hexagonal, or Microservices patterns. ProdMoh ensures AI-generated code respects your architectural decisions—no rogue implementations.

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Full Visibility & Audit Trail

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Every governance config is versioned and tracked. Know exactly what rules were in place for any code generation, supporting audit and incident response.