Architecture and product audits
A focused review of architecture, performance, UX, security, maintainability, delivery risk, and the highest-value next steps.
See engagement optionsPrivacy-respecting analytics
Joh uses Google Analytics to understand which stories and portfolio pages are useful. Advertising storage stays off. Read the privacy notice.
I help teams improve SaaS products, WordPress platforms, dashboards, membership systems, APIs, and AI-assisted workflows while keeping the architecture practical and the product focused.
How I can help
The goal is not to add more technology. It is to make the product simpler, more reliable, and easier to move forward.
A focused review of architecture, performance, UX, security, maintainability, delivery risk, and the highest-value next steps.
See engagement optionsSimplify and improve existing Next.js, WordPress, SaaS, dashboard, and membership platforms without unnecessary rewrites.
See engagement optionsPractical architecture decisions, technical planning, code review, release guidance, and product engineering support for small teams.
See engagement optionsSelected work
Each project explains the problem, architecture, implementation choices, and current status without unsupported claims.
A human-reviewed publishing system with source attribution, structured SEO, editorial workflows, and a foundation for specialized research and distribution agents.
View projectA public accountability platform designed to make government transactions easier to verify through receipts, records, and transparent activity trails.
View projectA commitment-savings product concept that helps people step away from gambling through locked savings, progress-based rewards, and transparent financial behavior.
View projectI am packaging proven dashboard, SaaS, WordPress, and AI workflow patterns into practical starter kits and tools. Subscribers get progress notes and early access.
A maintainable foundation for dashboards, roles, CRUD, settings, uploads, and deployment.
Reusable patterns for modern plugin interfaces, APIs, migrations, and support workflows.
Engineering notes
Practical writing about architecture, WordPress, SaaS, APIs, AI-assisted workflows, and maintainable delivery.
Meta plans to put its custom Iris AI chip into production in September 2026. The strategic story is not a single processor—it is the growing importance of infrastructure ownership in the AI economy.
Read articleThis practical 90-day plan helps founders test a SaaS idea through customer interviews, manual delivery, pricing conversations, and measurable commitment before investing in a full product build.
Read articleThis implementation guide shows how to model an AI-assisted editorial queue in Next.js and Prisma with source provenance, draft validation, human approval, scheduling, and auditable publication states.
Read article