LAB 315
Innovation studio · Product playground · Proving ground
Co-founded in 2023, LAB 315 is Mickey's laboratory for testing ideas, breaking assumptions, and building tools that solve real operational needs.
LAB 315 Foundation
The philosophy: Build once, reuse often. Create modular tools and workflows that snap together to tackle new problems without starting from scratch.
The approach:
- Identify problems from firsthand experience
- Architect technical solutions
- Design with B2B SaaS deployment in mind from day one
- Test in production on real projects
- Iterate based on actual usage, not theoretical assumptions
The result: NEXUS—a suite of development tools emerging as a productizable platform.
The NEXUS Ecosystem
NEXUS isn't hobby projects. It's problem-first product development, architected for scale.
Each NEXUS tool addresses a challenge Mickey has personally encountered, guided by the core principle that living the problem leads to superior, authentic solutions.
Arena operations informed NEXUS Display. Deployment friction informed NEXUS ROSE. Legal discovery informed StateView. Task management chaos informed NEXUS PING. Real-time communication needs informed NEXUS Q.
NEXUS ROSE
Deployment Automation
Status: Production (currently deployed)
The problem: Git deployments are error-prone. SSH keys break. Rollbacks are manual. No visibility into what actually deployed.
The solution:
- Voice confirmation (audio feedback on deploy/sync)
- Full diagnostics (SSH test, HTTP verification, file validation)
- Instant rollback with commit picker
- Force-push mode with auto-reset safety
- Desktop environment integration (Cinnamon applet)
NEXUS PING
Task Command Center
Status: Architecture complete, implementation in progress
The problem: Creative work doesn't respect single-threading. Client deadlines compete with personal projects. Manual task prioritization fails under pressure.
The solution:
- Simultaneous project tracking (multiple timers running concurrently)
- Calendar integration (CalDAV protocol for sync)
- Priority-based auto-ordering (HIGH priority tasks auto-group)
- XML storage (migration-ready for MySQL)
- Scheduled events with status tracking
StateView
Forensic Evidence Platform
Status: Production architecture, active development
The problem: Legal discovery is fundamentally a data visualization problem. Patterns of institutional coordination are invisible in individual documents.
The solution:
- Tag-based filtering (different audiences, different views)
- Cryptographic verification (SHA-256 hashing for chain of custody)
- Interactive visualization (embedded media playback)
- Court-ready export (PDF, web, exhibit packages)
- Sophisticated data modeling (context bands, interval events, point events)
NEXUS Display
Arena Tech Modernization
Status: Concept with market validation
The problem: Legacy arena scoreboards can't integrate with modern digital infrastructure. Venues lose opportunities for enhanced fan experiences and revenue.
The solution:
- Computer vision for scoreboard capture
- Real-time OCR and interpretation
- Push notifications (favorite team alerts)
- Lobby/common area ad presentation layer
- Multi-venue deployment architecture
NEXUS Q
Real-Time AI Copilot
Status: Architecture design phase
The problem: High-stakes conversations—sales, medical consultations, negotiations—require real-time intelligence and context awareness humans can't maintain alone.
The solution:
- Real-time visual + audio corroboration during conversations
- Topic suggestions based on conversation language analysis
- Body language monitoring (computer vision)
- Voice tone/inflection analysis (sentiment detection)
- Pre-defined knowledge library integration
- SCOPE view (event/call prep system)
- Auto-expiring synchronized tabs (context management)
WoCa
Audio/Video Captioning
Status: Network deployment architecture
The problem: Accessibility compliance requires real-time captioning, but centralized services create bottlenecks and latency.
The solution:
- Network-mounted on-demand captioning
- Distributed architecture for scalable resource allocation
- Real-time media processing
- Multi-user enterprise infrastructure
M-Launcher
Desktop Integration
Status: Production (Cinnamon applet)
The problem: Developers context-switch between Git operations and desktop environment constantly. CLI workflows interrupt focus.
The solution:
- Desktop environment integration
- Right-click menu Git operations
- Visual feedback (neon blue LAB 315 styling)
- Keyboard shortcuts
- Native desktop experience
AI Collaboration
AI + Human Collaboration
At LAB 315, advanced AI assistants aren't just for weather queries—they're creative partners in design and development.
The approach:
- Domain-specific prompts for specialized outputs
- Claude and GPT-4 as tireless collaborators
- AI generates dozens of variations, humans curate best solutions
- Rapid research synthesis and edge-case simulation
- AI amplifies human creativity, doesn't replace it
Reusable Architecture
Under NEXUS, Mickey has built micro-services and scripts handling common tasks—Lego pieces for tech projects.
Need quick API for form data? Grab the form-handler module. Want real-time notifications? Plug in the WebSocket notifier. Require audio feedback? Drop in the voice confirmation system.
B2B Architecture
NEXUS tools are architected for productization from day one. Each component includes:
- Config files (no hardcoded paths)
- Install scripts (10-minute deployment)
- Clear documentation (prerequisites, setup, troubleshooting)
- Error handling (doesn't assume codebase knowledge)
- Modular design (standalone or integrated)
Operational Clarity
Every NEXUS experiment includes clear purpose, monitoring, graceful degradation, and isolated failures—built for resilience even in prototypes.
Target Applications
Examples include medical AI assistants (HIPAA-aware), customer service copilots, and sports venue infrastructure for legacy scoreboard modernization.
Strategic Positioning
NEXUS demonstrates ecosystem thinking, market awareness, technical architecture, problem-first development, and operational excellence.
The NEXUS Vision
Design, code, and AI working in harmony. UX designers sit with automation engineers. AI helps mediate—generating mockups, parsing feedback, stress-testing scenarios.
If a tool doesn't exist, build one. If repetitive work drains time, script it. If AI can assist, invite it in. This keeps LAB 315 at the bleeding edge—not following trends but creating them.
