👋 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

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👋 highoncomputers

🧑‍💻 About Me

🧠 Skills from Projects