Academic Research & Technical Papers

Welcome to our research collection featuring academic papers, technical studies, and in-depth analysis in AI development and systems architecture.

Featured Research

AI Development & Engineering

• Complete AI Engineering Curriculum - Comprehensive guide from zero to $200K+ AI engineering salary
• Multi-Agent Architecture Blueprint - Exploring distributed AI system design patterns
• Scaling AI Inference to Billions - Google Cloud’s decade-long journey in AI infrastructure
• Bob’s Brain: Open Source AI Assistant - Slack AI assistant template with enterprise integration
• Imbalanced-learn ML Toolkit - Essential toolkit for handling imbalanced datasets

Systems Architecture & Patterns

• Distributed Systems Architecture Patterns - Comprehensive cheat sheet for scalable system design
• Modern AI Transformer Deployment - End-to-end guide for production AI model serving

Platform Engineering Case Studies

• DiagnosticPro $500K+ Revenue Architecture - Complete technical breakdown of $500K+ revenue platform with 266 BigQuery tables
• DiagnosticPro Evolution Analysis - Complete forensic analysis of 13,597 files in AI platform development
• Universal AI Diagnostic Platform - Architecture deep dive into building scalable AI diagnostic systems
• Next-Generation AI Diagnostic Platform - Preview of advanced AI diagnostic features
• From Zero to AI Empire - Complete project evolution timeline and architecture decisions

Developer Tools & Documentation

• vibe-prd: Enterprise AI Documentation Generator - Complete analysis of the 22-template AI documentation suite with Claude Code CLI and Cursor IDE integration
• AI-Dev Transformation Journey - Complete series on transforming chaotic repos into streamlined AI-powered pipelines
• vibe-prd Documentation Generator - From blank page to professional documentation in minutes
• Complete Hugo Site Operations Guide - Production-ready Hugo deployment and management workflows
• Glossary Management at Scale - Managing 1,855+ technical terms with automated cross-linking and SEO optimization

Methodology & Leadership

• Speed DevOps Methodology - Deploy AI solutions from concept to production in 48-72 hours
• Marine to AI Founder Journey - Unconventional path from Marine Corps to building $500K+ AI platforms

Security & Linux Systems

• Advanced Linux Security - SSH, Debian package management, and security best practices
• Comprehensive SSH, Debian & Grep Guide - Technical guide to SSH, Debian packages, and text processing
• Linux Security Glossary - Comprehensive reference for systems administration

Founder’s Journey & Development Insights

• Founder’s Log: Mobile Development Workflow - Real-time development insights from mobile-first AI platform work
• Founder’s Log: September 2025 - Daily operations and strategic thinking in AI platform development
• Season 2025 Recap - Complete year overview of platform development and business growth
• Day One Tech Journey - Starting the AI engineering journey

Methodology & Tools

Our research methodology emphasizes:

• Real-world Implementation - All papers include actual production code and deployment examples
• Performance Metrics - Detailed benchmarks and scalability analysis
• Open Source - Code repositories and templates available on GitHub
• Practical Application - Focus on immediately actionable insights for practitioners

Research Areas

Current Focus

• AI/ML Engineering and MLOps
• Distributed Systems Architecture
• Cloud-Native Infrastructure
• Developer Experience and Tooling

Emerging Topics

• Multi-Agent AI Systems
• Edge AI Deployment
• AI-Powered Development Workflows
• Automated Documentation Systems

For professional AI implementation services based on this research, visit Intent Solutions ↗