Building self-hosted AI · Terminal-first tools · Android Linux deployments
Building tools that put enterprise infrastructure, security testing, and cloud-scale AI into your pocket — all from a phone.
name: highoncomputersbuilt_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 classificationSecurity & Pentesting:
- Bug bounty automation (BugFinder)
- SET integration (PocketSET), Kali Linux (pocket-kali)
- OPA/Rego policy-as-code, OIDC/JWT authBackend & Infrastructure:
- FastAPI, async Python, WebSockets, Pydantic
- Docker Compose, Kubernetes/Helm, GitHub Actions CI/CD
- PostgreSQL, Redis, PrometheusMobile & Android:
- Termux proot-distro automation
- Kotlin/Compose Android apps
- Rootless XFCE4 desktops via prootCLI / TUI:
- Python Rich/Textual, Typer, pexpect
- One-command deploy scripts, self-healing installersGame Dev & Frontend:
- Three.js/WebGL, cannon-es physics, mobile-first PWA
- React/TypeScript, Vite, streaming markdown🤖 AI & Machine Learning
| Skill | Tools | Project |
|---|---|---|
| LLM inference serving | vLLMOpenAI SDK | enterprise-admin-agent |
| RAG / vector search | Qdrantsentence-transformers | enterprise-admin-agent |
| Speculative decoding | Mistral 7B → Llama 70B | enterprise-admin-agent |
| LoRA fine-tuning | QLoRAHugging Face | enterprise-admin-agent |
| Intent classification | regex + LLM router | enterprise-admin-agent |
| AI security assessment | NVIDIA NIMTyper CLI | BugFinder |
| Autonomous agent orchestration | 7 assessment agentsknowledge graph | BugFinder |
🔐 Security & Penetration Testing
| Skill | Tools | Project |
|---|---|---|
| Bug bounty automation | TyperhttpxNetworkX | BugFinder |
| Social-Engineer Toolkit TUI | Richpexpect | PocketSET |
| Kali Linux deployment | proot-distroARM64 | pocket-kali |
| Policy-as-code | OPARego | enterprise-admin-agent |
| OIDC / JWT authentication | Azure ADOktaKeycloak | enterprise-admin-agent |
| Vulnerability scanning | scope enforcementrate limiting | BugFinder |
| Compliance frameworks | SOXSOC2HIPAAGDPR | enterprise-admin-agent |
⚙️ Backend & API Development
| Skill | Tools | Project |
|---|---|---|
| REST API design | FastAPIPydantic | enterprise-admin-agent |
| Async Python | asyncioasyncpghttpx | enterprise-admin-agent |
| WebSocket management | fastapi.WebSocketconnection manager | enterprise-admin-agent |
| Database ORM | SQLAlchemyAlembic | enterprise-admin-agent |
| Caching & queues | Redispub/sub | enterprise-admin-agent |
| API middleware | authrate limitingrequest IDtenant isolation | enterprise-admin-agent |
| Circuit breakers | pybreakerretry with backoff | enterprise-admin-agent |
📱 Android & Mobile Development
| Skill | Tools | Project |
|---|---|---|
| Termux automation | Bashproot-distro | termux-debian-auto |
| Android app development | KotlinJetpack ComposeMaterial 3 | DebianDroid |
| VNC protocol implementation | RFBTight/CopyRect encoding | DebianDroid |
| Rootless Linux deployment | PRootXFCE4PulseAudio | pocket-kali |
| Self-healing installers | Bashresumable scripts | termux-debian-auto |
| Android APK builds | GradleAGPGitHub Actions | DebianDroid |
💻 CLI & Terminal Applications
| Skill | Tools | Project |
|---|---|---|
| Rich terminal UIs | Python RichTextual | PocketSET |
| CLI framework | Typerargparse | BugFinder |
| Subprocess automation | pexpectprocess management | PocketSET |
| Multi-format reporting | MarkdownHTMLPDFJSONCSV | BugFinder |
| Plugin systems | JSON schemadynamic loading | PocketSET |
| Self-updating tools | version checkauto-update | PocketSET |
| Live output streaming | syntax highlightingfiltering | PocketSET |
🎮 Game Development & Frontend
| Skill | Tools | Project |
|---|---|---|
| 3D rendering | Three.jsWebGL | hearth-and-harvest |
| Physics simulation | cannon-es | hearth-and-harvest |
| Mobile-first PWA | ViteAndroid-first | hearth-and-harvest |
| React / TypeScript | React 18/19TypeScript | hearth-and-harvest |
| Streaming markdown | markedremarkrehype | hearth-and-harvest |
| Tailwind CSS | tailwind-mergeclsx | hearth-and-harvest |
🐳 DevOps & Infrastructure
| Skill | Tools | Project |
|---|---|---|
| Containerization | Dockermulti-stage buildsnon-root | enterprise-admin-agent |
| Orchestration | Docker ComposeKubernetesHelm | enterprise-admin-agent |
| CI/CD pipelines | GitHub Actionsmatrix builds | enterprise-admin-agent |
| Monitoring | PrometheusOpenTelemetry | enterprise-admin-agent |
| Graceful shutdown | 30s timeouttask drainDB dispose | enterprise-admin-agent |
| Linting & type checking | ruffmypypre-commit | enterprise-admin-agent |
| Audit logging | SHA-256 hash chaindual storage | enterprise-admin-agent |
🔧 Automation & Scripting
| Skill | Tools | Project |
|---|---|---|
| Bash scripting | POSIXerror handling | pocket-kali |
| One-command deployment | `curl | bash` |
| Resumable installers | self-healingcheckpoint resume | termux-debian-auto |
| Rootfs management | axel downloadARM64 rootfs | pocket-kali |
| Desktop environment setup | XFCE4VNCPulseAudio | pocket-kali |
| Cross-platform builds | Android → LinuxARM64 | DebianDroid |
Autonomous, self-hosted AI Service Desk — replaces human agents across 18 enterprise platforms with local LLM inference, device-level remediation, and ITIL 4 alignment.
PythonFastAPIDockerKubernetesOPA/RegoPostgreSQLRedisQdrant
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.
PythonTyperTextualNVIDIA AISQLAlchemyNetworkX
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
Medieval life survival sim — 3D browser game. Farm, craft, build, and survive in a fully 3D world.
JavaScriptThree.jsVitecannon-esWebGL
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
Interactive TUI wrapper for the Social-Engineer Toolkit (SET) — attack presets, batch mode, HTML reports.
PythonRichpexpectKali LinuxTermux
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
One-shot Kali Linux + full XFCE4 desktop for Termux. No root required.
ShellTermuxproot-distroARM64XFCE4
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
Fully automated Debian proot-distro installer for Termux with XFCE4 GUI. Resumable, self-healing.
ShellBashTermuxDebianXFCE4
Key capabilities
- One-command
curl | bashinstallation - 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
Run a full Debian Trixie desktop on your Android device — native Android app, no root required.
KotlinJetpack ComposeMaterial 3VNCPRoot
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
| 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 |
