Active Research Index

All currently active research investigations, organized by topic area. See also Research & POCs for completed work.

Career Strategy

• Career Path Exploration

Governance

• AI Tool Ecosystem Optimization Strategy
• Automated Ticket Management
• Integrated Operations & AI Tool Strategy
• Studio Model Transition
• Tiered AI Task Routing

Infrastructure

• Homelab Hardware Fleet Deployment
• Secrets Management Architecture
• TrueNAS Security and Private Cloud Storage
• RAG Embedding Pooling Error
• Volmarg PMS Evaluation

Knowledge Management

• Friction Logging Pipeline
• Organizational Brain API
• Systems Thinking KM

Media Pipelines

• Dynamic SDF Rendering
• Lua Multimedia Scripting
• Streaming Control Center
• Video Forensics Analysis

Meta-Engineering

• Code-as-Video Compiler
• Epistemic Gym Architecture
• Feynman Stress Test Patterns
• Socratic Tutor Architecture
• Sovereign Meta-Engineering
• Stubborn Student Protocol

On-Device AI

• Offline AI Survey

Organizational

• ODP Sovereign Framework
• Organizational Synchronization Frameworks

Organization as Code

• API Economy & Autonomous Pods
• Organization as Code Infrastructure
• Organization as Platform Architecture
• OSOS Architecture Evolution

Security

• Documentation as Security Gate
• Dual-LLM Sanitization Architecture
• Prompt Injection Defense Patterns
• Spycraft Semantic Verification
• SSH & Zero-Trust Homelab Access

Agent Integration

• Agentic Pipeline Orchestration - GTD-to-Archive five-stage workflow
• OpenSpec Agent Workflow Lifecycle - Spec-driven four-phase development lifecycle
• Claude to Gemini Handoff
• Claude-Gemini Integration
• Gemini CLI Improvement
• Gemini Loop Prevention
• MCP Security
• Optimal Small AI
• Optimizing Gemini

Standalone Investigations

• Eliza Module Resolution
• Phase 3 LLM Integration
• Text