Hi,
Soya — Full-Stack-ish Engineer
Full-stack engineer focused on developer velocity and performance.
Current Challenges
Continuously improving product development and work practices through experimentation.
Designing automation workflows
Build a Human-in-the-Loop system where AI handles repetitive tasks and humans focus on final approval.
Stabilizing AI outputs
Improve consistency of stochastic AI answers and research agent.md patterns to express a personal style.
Shifting toward creativity
Use the time saved to focus on music production, video expression, and UI/UX design.
Personal Projects
Selected products in development and validation.
AI Workflow Requirements Notes
Personal project
A workflow foundation where AI agents and humans collaborate on development. Exploring a design that balances automation and quality assurance.
Fitness SNS Development Notes (In Progress)
Personal project
A personal product to help build fitness and wellness habits. Building a mobile-first SNS with Next.js and Supabase.
Blog & Notes
Lightweight summaries of design considerations and learnings.
At the Start of the Year I Turn 30: Notes on Short-Term Goals and Life Pillars
Jan 1, 2026 ・ 2 min read
On Jan 1, 2026, a quick inventory of what I want in 3-5 years, my life pillars, and how I want to grow and give back.
502 Errors After a Major Headless CMS Update
Dec 20, 2025 ・ 3 min read
How a major CMS upgrade caused intermittent 502s, and how CloudWatch triage plus SQL execution plan tuning resolved it.