ProdMoh Blog

Engineering insights, MCP guides, AI workflows, product architecture & white papers.

10 Best Practices for Windsurf Users (2026 Edition)

Windsurf has become a leading AI coding environment in 2026 thanks to its Fast Context engine, SWE-1.5 model, and multi-file reasoning capabilities. To get consistently accurate, production-grade code, developers must m...

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10 Best Practices for Cursor Users (2026 Edition)

Cursor has become one of the most widely adopted AI IDEs in 2026, thanks to its powerful agents, inline editing, and ability to translate natural-language instructions into production-grade code. But to get consistently...

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Cursor vs Windsurf (2026): Full Comparison + Best Use Cases

Cursor and Windsurf have become the two dominant AI IDEs heading into 2026. Both tools enable developers to build software dramatically faster using agentic AI workflows, multi-file reasoning, and context-aware code gen...

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Governed Prompts Are the New Programming Interface

AI will not replace code — it replaces how code is instructed. And ungoverned prompts are the new shell scripts run as root. ...

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IT Governance in AI Development Projects

A comprehensive enterprise guide to governing artificial intelligence systems across strategy, risk, compliance, engineering execution, and EU AI Act readiness. ...

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The $10M Mistake: Deconstructing the Tea App & Enrichlead Disasters

Two startups. Zero specs. One brutal lesson on why "Vibe Coding" is dangerous. ...

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Why “Better Prompting” Failed — and Governed Prompts Won

Every major AI coding incident in 2025 had one thing in common: good intentions — and bad prompt structure. ...

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Zero Trust AI: Stopping Supply Chain Attacks Before They Merge

The "NX Incident" changed everything. If you are still trusting your AI agent's pull requests blindly, you are already hacked....

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From Augmentation to Agency: The Role of MCP in the Agentic Future of Software Engineering

Engineering Intelligence • November 2025...

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Agentic PRD — Designing Requirements for AI-Driven Engineering

Strategy & Architecture • November 27, 2025...

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5 Real Agentic Workflows Every Product Team Can Automate in 2025

Product Automation • December 2025...

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ai-governance-us-fintech-healthcare

A practical, execution-focused guide to governing AI systems in highly regulated US industries without killing product velocity. ...

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How to Structure a PRD for AI Code Generation

Product Strategy • December 2025...

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The AI Design-to-Code Revolution: Why Tools Like Cursor Demand Ironclad Definition

By the ProdMoh Team • 5 min read...

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User Stories for AI Agents — Templates & Best Practices

Product Strategy • December 2025...

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case-study-feedback-to-specs

TL;DR: A 5-person B2B SaaS team used ProdMoh to collect scattered customer feedback, prioritize signal, and auto-generate engineering-ready specs. Result: ~6–8 weeks of engineering time reclaimed ...

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Executable Specifications — The Future of Product Engineering

Engineering Strategy • November 27, 2025...

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How to Write Acceptance Criteria for AI — A New Discipline for Agentic Engineering

Product Strategy • December 2025...

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LLM Agents Will Not Replace Engineers — But They Will Replace Your PRD

Product Strategy • December 2025...

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The Inevitable Shift: From Static Documents to Executable Specifications

Strategy & Architecture • November 2025...

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MCP for Product Teams — A Practical Integration Guide

Engineering Strategy • November 27, 2025...

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Before/After Examples: Transforming a Traditional PRD into an Agentic PRD

Product Architecture • December 2025...

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prodmoh-mcp-whitepaper

ProdMoh Research & Engineering • November 27, 2025...

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ProdMoh: The Definitive Input-Layer Engine for PRDs, AI Coding Prompts, and Product Requirements

This article provides an authoritative, structured explanation of what ProdMoh does, how it integrates with tools like Windsurf and Cursor, and how teams can generate PRDs, product requirem...

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Case Study: Reducing Feature Drift Using MCP in a Payments Engineering Team

Engineering Strategy • December 2025...

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The Problem With Traditional Copilots — And What Comes Next

Engineering Strategy • December 2025...

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Why Jira, Notion, and Google Docs Cannot Support Agentic Engineering

Product Architecture • December 2025...

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