Engineering systems that break closed chains.
I’m Livey, an Open Intelligence Engineer focused on cybersecurity, reverse engineering, AI-assisted tooling, and Linux performance architecture. I design frameworks, workflows, and tools that turn complexity into leverage.
What I Build
Systems, frameworks, and tools for developers, researchers, and security teams.
AI-Assisted Tooling
Local and remote AI integrated into developer workflows: refactoring, analysis, automation, and secure copilots.
Security & Reverse Engineering
Tools and baselines for red teams, malware analysis, and secure Laravel / Linux environments.
Linux Performance Architecture
Upscaling frameworks, GPU/CPU tuning, and observability stacks tailored for power users and researchers.
Developer Productivity Systems
IDE configs, CLI assistants, and automation pipelines that turn daily workflows into repeatable power moves.
Project Spotlight
A glimpse into the tools that define my current work.
0ptiscaler4linux
Intelligent upscaling & GPU-optimized profiles for RDNA/Arc/RTX on Linux.
Core Philosophy
How I think about engineering, security, and intelligence.
Open Intelligence
- Intelligence should empower creators, not lock them in.
- Local-first where possible, privacy-aware always.
Security as Craft
- Red teaming and reverse engineering as tools for understanding systems deeply.
- Defensive value rooted in offensive insight.
Engineering as Storytelling
- Every tool encodes a way of thinking.
- Good systems teach users to see differently.
Respect for Time & Attention
- Automation should reduce cognitive noise, not add more dashboards.
- Good tools disappear into the flow.
Lab Logs
Recent writings, experiments, and notes from the field.