Software Engineering · Systems · Security · DevSecOps
I build systems from first principles. My process is direct: understand by building, validate by breaking, and anchor every concept to working code with production engineering rigor.
| Track | Focus & Technologies | Key Primitives |
|---|---|---|
| Track 1: Async Storage & Data Architecture | aiosqlite · pydantic v2 · SQLite |
Non-blocking database concurrency, normalized schemas, deterministic SHA-256 identity key hashing, and sub-millisecond graph query indexing. |
| Track 2: CI/CD, DevSecOps & Packaging | GitHub Actions · CodeQL · Docker |
Multi-runner CI/CD pipelines, semantic CodeQL SAST scanning, automated supply-chain CVE auditing (pip-audit), and unprivileged container builds. |
| Track 3: System Design & Network Resilience | httpx · asyncio · REST |
Resilient network integrations, client-side connection pooling, exponential backoff with jitter, structured logging, and graceful degradation. |
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CyGuide — Stateful terminal workstation for cybersecurity education and offensive tool orchestration. Built on a Smart Adapter / Stateful entity graph pattern (SQLite with deterministic SHA-256 PIKs), context-aware variable injection (
$TARGET,$PORT), and offline-first AI tutoring.
Python 3.11+·Textual TUI·aiosqlite·Pydantic v2·Docker -
Commit Guard — Pre-commit auditor and change review skill for AI agents and engineering teams. Enforces architectural integrity, cryptographic security hygiene (OWASP / NIST SP 800-175B), and eliminates dead or diagnostic code before it enters git history.
Python·Agent Skills·Git Hooks·Static Analysis -
Webstat — Fast website status checker, recovery watcher, and desktop reminder for Linux and Omarchy. Features background watchlist daemons, kernel
inotifydesktop shell integration, and automatic browser dispatch on service recovery.
Python 3.10+·Typer·HTTPX·Rich·QML -
h45sh.com — Personal engineering platform built with Django. Features dual-tab engineering deep dives, single-pass Markdown AST pre-rendering with cached Table of Contents, and an autonomous 4-layer Gatekeeper anti-spam engine.
Django·Python 3.11+·Tailwind CSS·nh3 (Rust)·Resend
| Category | Tools & Substrates |
|---|---|
| Languages | Python 3.11+ · SQL · Bash · C |
| Operating Environment | Arch Linux (Omarchy) · Hyprland · POSIX · Linux Tracing Tools |
| Persistence & Protocols | SQLite 3 · aiosqlite · Pydantic v2 · TCP/IP · Unix Domain Sockets · Inotify |
| DevSecOps & CI/CD | GitHub Actions · CodeQL SAST · Docker · pip-audit · uv · Ruff |
| Networking & Security | httpx · nmap · gobuster · nikto · subfinder · whois · Wireshark |
| Synthesis & Practice | Obsidian · Data Structures & Algorithms · Architectural ADRs |
Understand the substrate. Break things deliberately. Index the graph. Engineer what comes next.