Principal Software Engineer focused on making complex production systems legible, reliable, and ready to change.

I work across legacy modernization, observability, distributed systems, internal engineering communities, and human-led AI-assisted tooling.

• Modernization: Find safe seams in legacy systems, instrument current behavior, and move toward new boundaries through reversible steps.
• Observability: Use OpenTelemetry, tracing, service-level objectives, and practical system maps to connect technical behavior to business outcomes.
• Engineering leverage: Build mentoring relays, delegated ownership, and durable communication channels that distribute context without losing accountability.
• Bounded AI: Use local or controlled AI tools for search, transcription, graphing, and analysis. Human judgment, provenance, and automated checks stay in the loop.

Phalanx Duel is a real-time tactical game and architecture laboratory for deterministic simulation, replayable action logs, server-authoritative state, and controlled AI-assisted engineering.

• Play Phalanx Duel
• Read the source
• Read the architecture brief

I maintain a public archive of technical conversations, community history, and engineering practice.

• Website and portfolio
• Career timeline
• UGtastic Archive Atlas
• Video and transcript archive
• Architecture case studies

The archive separates human writing, source-backed transcripts, and AI-assisted syntheses. AI helps with preservation and discovery. The public interpretation is human-led, source-aware, and explicit about uncertainty.

• just3ws.com
• LinkedIn
• GitHub