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Available for Architecture & Engineering Consulting

I build systems, explore ideas, and share what I learn.

Software Engineer & System Architect focused on CRM platforms, Real Estate tech, Drupal enterprise solutions, and autonomous AI agents.

Building

Architecting multi-tier transaction ledgers for real estate CRM platforms, automating commission settlements and distributed client tracking.

Exploring

Autonomous coding agents, structured tool-calling loops with local LLMs, and multi-agent workflows.

Learning

Drupal 11 recipes, advanced event-driven systems, and Svelte 5 runes.

Selected Builds

Production-grade platforms, architectural case studies, and engineering solutions.

All Builds →

Digital Garden Notes

Living collection of ideas, system architecture principles, and dev notes.

Explore Garden →
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Architecture

Auto-Increment ID vs UUID: The Hidden Cost of Distributed Primary Keys

The article analyzes and compares three popular primary key strategies—Auto-Increment ID, UUIDv4, and UUIDv7—from a system architecture perspective, aiming to help engineers choose the optimal option based on write topology and access patterns rather than choosing by default.

From the Lab

Prototypes, experimental mini-tools, and code playgrounds.

All Experiments →
General Active

AI Coding & Agentic Workflow

A structured set of custom system rules, slash commands, and skills tailored for pair-programming with Antigravity & Cursor across Drupal and Laravel codebases.

Hypothesis: Structured prompt context and customized skills reduce architectural context-switching time by 70%.
General 🔵 Promising

Pricing Pipeline Simulator

An interactive simulation tool for immutable real estate pricing pipelines with step-by-step snapshotting: Base price → Floor/View adjustments → Discounts → Payment plans.

Hypothesis: State-snapshot pipeline design eliminates rounding inconsistencies and sales disputes under complex pricing rules.
General 🟡 Experiment

1000+ Multi-Site Health Monitor

An experimental distributed heartbeat architecture to scan and monitor SSL certificates, uptime, and version drift across a large network of satellite sites.

Hypothesis: Asynchronous background worker queues combined with lightweight telemetry endpoints can monitor thousands of websites without central server bottlenecks.
General Active

Drupal & DDEV DevOps Toolbox

A curated collection of CLI aliases, Docker compose overrides, and automated sync scripts for one-click staging database synchronization and config deployment.

Hypothesis: Containerized local automation eliminates the "works on my machine" discrepancy entirely.
Get in Touch

Let’s Build Something Exceptional Together

Whether you need architectural consulting for enterprise Drupal & CRM systems, technical guidance, or collaboration on cutting-edge AI agent workflows, my inbox and direct lines are open.