About MSP

The Birth of Context Engineering, the MSP Way

In the spring of 2025, a problem emerged that would change how I, and hopefully a few others, think about AI-assisted programming forever.

For my first vibe coding project, I decided to tackle a complex analysis on a data set 10,000 rows deep, 1,000 columns wide, and sliced and diced into 100 or so database tables. It seemed straightforward enough — just another data project.

Two months later, I was still wrestling with the ever-spinning data alligator.

The issue wasn't the complexity of the data. It wasn't the tools. It was something more fundamental: context loss.

Every morning felt like starting over. Every AI conversation began with lengthy explanations. Every decision made yesterday was forgotten today. The productivity promise of AI-assisted development was drowning in a sea of repeated context.

After two months of this dance, MSP was born.

From Chaos to Protocol

What started as a simple PowerShell script to track my sessions evolved into something much more profound. MSP became the bridge between human memory and AI understanding — a protocol that ensures nothing is ever lost.

The evolution was remarkable:

1. First: A basic session tracker
2. Then: Integration with Neo4j for knowledge graphs
3. Next: The ATAI pattern — generate, don't execute
4. Finally: The R³ Loop — Route, Recall, Record

Each iteration brought us closer to the truth: Context is everything.

The Philosophy

MSP isn't just a tool. It's a philosophy about how development should work in the AI era:

• Every session has value: Even 1% progress matters
• Decisions need rationale: Your future self will thank you
• Knowledge should persist: Across all your tools
• Context is sacred: Never lose it

Why "Mandatory"?

After experiencing the pain of an endless cycle of context loss, session tracking became mandatory for my own sanity. It was time to 'kill the vibe' and regain some personal discipline.

I am now sharing the MSP framework to help other developers also maintain their sanity in complex, multi-session projects.

The Future

MSP continues to evolve, but the core mission remains unchanged: making context engineering accessible to every developer. We're building towards a future where:

• AI assistants have perfect project memory
• Knowledge graphs capture every decision
• Progress is always visible
• Context management becomes painless

Join the Movement

MSP is open source and always will be. It was born from pain, refined through experience, and shared with love.

Whether you're wrestling your own data alligator or just tired of losing context between sessions, MSP is here to help.

Never lose your mind again.

Get Started

Ready to join the context engineering revolution?

• Quick Start Guide - Get running in 5 minutes
• The R³ Protocol - Understand the philosophy
• GitHub Repository - Contribute to the project
• Discord Community - Join the conversation

MSP: Where Context Engineering Begins