WordPress Systems
Custom plugins, proprietary themes, fleet management across 250+ environments. Built for reliability, not just launch day.
WordPress systems, data integrations, and practical problem-solving
Practicalsystemswork.
I work on systems that have to function reliably at scale. WordPress fleets, real estate data pipelines, and AI integrations layered into existing infrastructure. The work is less about tools and more about behavior under load, where systems fail, and how to make them reliable over time.
What I work on
Operationally grounded technical work.
The common thread is reliability under load: finding where systems fail, simplifying the moving parts, and making the process understandable enough to maintain months later.
Data Integrations
RETS and RESO Web API pipelines, real estate data ingestion, cron-driven sync systems, API connection development.
System Reliability
Malware remediation, security hardening, legacy-to-modern migrations, hosting architecture and standards.
Structured Content
Custom post types, search and mapping systems, ADA/WCAG compliance, and content architectures built to last.
Writing
Recent notes and articles.
AI Integration
Practical AI integration work involving WordPress review workflows, malware tooling, synthetic data, and bounded multi-model review systems.
Notes on a Distributed System
A practical reflection on distributed AI review systems, drift detection, structural humility, and preserving human accountability inside long-context workflows.
Migrating Real Estate Data Pipelines from RETS to RESO Web API
A RETS-to-RESO migration is less a protocol swap than a data architecture project involving field mapping, media handling, sync logic, and parallel validation.
What Managing 250 WordPress Sites Actually Teaches You
At fleet scale, WordPress problems stop looking random. Standardization, launch protocol, malware patterns, hosting choices, and repeatable maintenance become the real work.