👋 highoncomputers

Building self-hosted AI · Terminal-first tools · Android Linux deployments

---

🧑‍💻 About Me

Building tools that put enterprise infrastructure, security testing, and cloud-scale AI into your pocket — all from a phone.

name: highoncomputers
built_from: Android 📱
philosophy: "Learn, build, share, repeat."
focus:
  AI & Self-hosted LLM:
    - vLLM + Ollama inference (7B–70B)
    - RAG pipelines (Qdrant), LoRA fine-tuning
    - Speculative decoding, intent classification
  Security & Pentesting:
    - Bug bounty automation (BugFinder)
    - SET integration (PocketSET), Kali Linux (pocket-kali)
    - OPA/Rego policy-as-code, OIDC/JWT auth
  Backend & Infrastructure:
    - FastAPI, async Python, WebSockets, Pydantic
    - Docker Compose, Kubernetes/Helm, GitHub Actions CI/CD
    - PostgreSQL, Redis, Prometheus
  Mobile & Android:
    - Termux proot-distro automation
    - Kotlin/Compose Android apps
    - Rootless XFCE4 desktops via proot
  CLI / TUI:
    - Python Rich/Textual, Typer, pexpect
    - One-command deploy scripts, self-healing installers
  Game Dev & Frontend:
    - Three.js/WebGL, cannon-es physics, mobile-first PWA
    - React/TypeScript, Vite, streaming markdown

---

🧠 Skills from Projects

🤖 AI & Machine Learning

Skill	Tools	Project
LLM inference serving	vLLM OpenAI SDK	enterprise-admin-agent
RAG / vector search	Qdrant sentence-transformers	enterprise-admin-agent
Speculative decoding	Mistral 7B → Llama 70B	enterprise-admin-agent
LoRA fine-tuning	QLoRA Hugging Face	enterprise-admin-agent
Intent classification	regex + LLM router	enterprise-admin-agent
AI security assessment	NVIDIA NIM Typer CLI	BugFinder
Autonomous agent orchestration	7 assessment agents knowledge graph	BugFinder

🔐 Security & Penetration Testing

Skill	Tools	Project
Bug bounty automation	Typer httpx NetworkX	BugFinder
Social-Engineer Toolkit TUI	Rich pexpect	PocketSET
Kali Linux deployment	proot-distro ARM64	pocket-kali
Policy-as-code	OPA Rego	enterprise-admin-agent
OIDC / JWT authentication	Azure AD Okta Keycloak	enterprise-admin-agent
Vulnerability scanning	scope enforcement rate limiting	BugFinder
Compliance frameworks	SOX SOC2 HIPAA GDPR	enterprise-admin-agent

⚙️ Backend & API Development

Skill	Tools	Project
REST API design	FastAPI Pydantic	enterprise-admin-agent
Async Python	asyncio asyncpg httpx	enterprise-admin-agent
WebSocket management	fastapi.WebSocket connection manager	enterprise-admin-agent
Database ORM	SQLAlchemy Alembic	enterprise-admin-agent
Caching & queues	Redis pub/sub	enterprise-admin-agent
API middleware	auth rate limiting request ID tenant isolation	enterprise-admin-agent
Circuit breakers	pybreaker retry with backoff	enterprise-admin-agent

📱 Android & Mobile Development

Skill	Tools	Project
Termux automation	Bash proot-distro	termux-debian-auto
Android app development	Kotlin Jetpack Compose Material 3	DebianDroid
VNC protocol implementation	RFB Tight/CopyRect encoding	DebianDroid
Rootless Linux deployment	PRoot XFCE4 PulseAudio	pocket-kali
Self-healing installers	Bash resumable scripts	termux-debian-auto
Android APK builds	Gradle AGP GitHub Actions	DebianDroid

💻 CLI & Terminal Applications

Skill	Tools	Project
Rich terminal UIs	Python Rich Textual	PocketSET
CLI framework	Typer argparse	BugFinder
Subprocess automation	pexpect process management	PocketSET
Multi-format reporting	Markdown HTML PDF JSON CSV	BugFinder
Plugin systems	JSON schema dynamic loading	PocketSET
Self-updating tools	version check auto-update	PocketSET
Live output streaming	syntax highlighting filtering	PocketSET

🎮 Game Development & Frontend

Skill	Tools	Project
3D rendering	Three.js WebGL	hearth-and-harvest
Physics simulation	cannon-es	hearth-and-harvest
Mobile-first PWA	Vite Android-first	hearth-and-harvest
React / TypeScript	React 18/19 TypeScript	hearth-and-harvest
Streaming markdown	marked remark rehype	hearth-and-harvest
Tailwind CSS	tailwind-merge clsx	hearth-and-harvest

🐳 DevOps & Infrastructure

Skill	Tools	Project
Containerization	Docker multi-stage builds non-root	enterprise-admin-agent
Orchestration	Docker Compose Kubernetes Helm	enterprise-admin-agent
CI/CD pipelines	GitHub Actions matrix builds	enterprise-admin-agent
Monitoring	Prometheus OpenTelemetry	enterprise-admin-agent
Graceful shutdown	30s timeout task drain DB dispose	enterprise-admin-agent
Linting & type checking	ruff mypy pre-commit	enterprise-admin-agent
Audit logging	SHA-256 hash chain dual storage	enterprise-admin-agent

🔧 Automation & Scripting

Skill	Tools	Project
Bash scripting	POSIX error handling	pocket-kali
One-command deployment	`curl	bash`
Resumable installers	self-healing checkpoint resume	termux-debian-auto
Rootfs management	axel download ARM64 rootfs	pocket-kali
Desktop environment setup	XFCE4 VNC PulseAudio	pocket-kali
Cross-platform builds	Android → Linux ARM64	DebianDroid

---

🚀 Featured Projects

🏢 enterprise-admin-agent

Autonomous, self-hosted AI Service Desk — replaces human agents across 18 enterprise platforms with local LLM inference, device-level remediation, and ITIL 4 alignment.

Python FastAPI Docker Kubernetes OPA/Rego PostgreSQL Redis Qdrant

Key capabilities

• 18 enterprise connectors: Azure, AWS, GCP, Okta, Slack, Teams, ServiceNow, Jira, Kubernetes, Cloudflare, Intune, JAMF, Workspace ONE, CrowdStrike, SentinelOne, Splunk, Elastic, Datadog — 295 total capabilities
• 8 ITIL 4 modules: Incident, Problem, Change, Service Request, CMDB, SLA, Knowledge, Catalog
• Device pipeline: SSH/WinRM/EDR diagnostics, 46 log patterns, 30+ fix library recipes, 20+ remediation actions
• AI engine: vLLM + Ollama (Mistral 7B, Llama 70B, CodeQwen 14B), speculative decoding, RAG (Qdrant), LoRA fine-tuning
• Security: OIDC/JWT auth, OPA/Rego policy-as-code, audit SHA-256 hash chain, HIPAA/GDPR compliance

🕵️ BugFinder

AI-powered autonomous bug bounty assistant — detects targets, plans attacks, generates reports. Dual beginner/expert mode.

Python Typer Textual NVIDIA AI SQLAlchemy NetworkX

Key capabilities

• 7 assessment agent categories: Web, API, Android, Cloud, Infra, Secrets, Recon
• AI-powered planning via NVIDIA NIM API
• Dual beginner/guided & expert mode
• Knowledge graph for asset relationship analysis
• Multi-format report export (Markdown, HTML, PDF, JSON, CSV)
• Plugin system for custom technologies and workflows

🎮 hearth-and-harvest

Medieval life survival sim — 3D browser game. Farm, craft, build, and survive in a fully 3D world.

JavaScript Three.js Vite cannon-es WebGL

Key capabilities

• 3D survival simulation in browser (Three.js + WebGL)
• Physics-driven world (cannon-es)
• Mobile-first PWA — playable on Android
• Farming, crafting, building, survival mechanics
• Built with Vite for fast iteration

🎯 PocketSET

Interactive TUI wrapper for the Social-Engineer Toolkit (SET) — attack presets, batch mode, HTML reports.

Python Rich pexpect Kali Linux Termux

Key capabilities

• Schema-driven attack wizards with presets (Clone Login Page, Rogue AP, QR Code, etc.)
• Live output streaming with syntax highlighting and deduplication
• Batch mode (multi-target from file)
• Attack history with timestamps and success tracking
• HTML report generation
• Process cleanup — no orphan subprocesses

💀 pocket-kali

One-shot Kali Linux + full XFCE4 desktop for Termux. No root required.

Shell Termux proot-distro ARM64 XFCE4

Key capabilities

• One-command Kali Linux installation on Termux (ARM64)
• Full XFCE4 desktop with Kali-dark theme
• CLI (kali) and GUI (kali-gui) entry points
• Automated rootfs download with 3x retry
• ~1.5 GB install size, fully self-contained

📦 termux-debian-auto

Fully automated Debian proot-distro installer for Termux with XFCE4 GUI. Resumable, self-healing.

Shell Bash Termux Debian XFCE4

Key capabilities

• One-command curl | bash installation
• 9-step automated process with self-healing (resumes from failures)
• Auto-launches Termux-X11 app
• CLI (debian) and GUI (debian-gui) launchers
• Debian Trixie — newer packages than Bookworm

📱 DebianDroid

Run a full Debian Trixie desktop on your Android device — native Android app, no root required.

Kotlin Jetpack Compose Material 3 VNC PRoot

Key capabilities

• Full Debian Trixie as an Android APK
• Embedded VNC viewer with RFB protocol (Tight/CopyRect)
• Integrated terminal for CLI
• Persistent storage across restarts
• File sharing between Android and Debian via shared folder
• Multi-window XFCE4 desktop
• Works offline after initial download

---

📊 GitHub Analytics

---

📋 Open Source Contributions

Repo	Contribution	Status
rtk-ai/rtk	Korean README dead link fix	✅ Merged
rtk-ai/rtk	Copilot init docs fix	✅ Merged
rtk-ai/rtk	ripgrep recommendation	✅ Merged
browser-use/video-use	Codex install path docs	✅ Merged
DietrichGebert/ponytail	Skills table fix	✅ Merged
headroomlabs-ai/headroom	6 Q&A discussions answered	⏳ Pending
DeusData/codebase-memory-mcp	2 Q&A discussions answered	⏳ Pending
omnigent-ai/omnigent	OIDC auth Q&A answered	⏳ Pending

---

📫 Let's Connect