Featured
Skills Are Engineered Systems, Not Prompts
How I designed a Claude Code skill that scaffolds production-grade Bruno API test collections — and why the design process matters more than the artifact.
AIMay 02, 2026·11 min read
Writing
Building a Kiosk on a Multi-Tenant Platform
When an operator needed an unattended visitor check-in terminal, the right answer was to build outside the platform — deliberately. This post covers the architecture decisions behind the GetGround kiosk and why the most important one happened before writing any code.
ArchitectureMay 01, 2026·9 min read
Cross-Platform Observability at Marcel
How I designed and built a cross-platform observability system coordinating Flutter Crashlytics, GCP structured logging, and Sentry — unified through shared correlation identifiers and an explicit error ownership contract.
ObservabilityMay 01, 2026·9 min read
Feature Flag Architecture Across 14 Tenants
How I replaced a fragile xcconfig inheritance chain with a four-layer provider architecture, tooling that keeps it consistent, and documentation that made the PM stop asking which flags were on.
ArchitectureApr 26, 2026·9 min read
AI as an Engineering Discipline
AI amplifies rigor or chaos depending on the process. This article covers the operating model I use to ship faster without compromising architecture, quality, or long-term maintainability.
AIMar 16, 2026·11 min read
Tooling and Developer Experience
For me, DX isn't just about fast builds or shiny tools. It's about clarity, discipline, and rigor. This article covers the tooling philosophy and concrete setup choices that let me move fast without accumulating the kind of friction that slows teams down over time.
DXSep 28, 2025·4 min read
Product vs Project Missions
How product missions differ from project delivery and why alternating between them has made me a more adaptive engineer. One rewards ownership, iteration, and long-term thinking. The other rewards speed, scope control, and clean handoffs. Most engineers specialize — I think the combination is what builds real versatility.
ProductSep 27, 2025·3 min read
Multi-tenant architecture
Patterns for multi-tenant SaaS systems without sacrificing isolation or speed. Covers tenant-scoped data strategies, shared infrastructure trade-offs, and the architectural boundaries that let white-label platforms scale without turning into a maintenance nightmare.
ArchitectureSep 26, 2025·4 min read
React Native Bridging and SDK Integration
Lessons from bridging the STid access control SDK into a React Native app — from native modules to production reliability. Native bridging in React Native is one of those areas where the documentation ends and the real engineering begins. This covers the practical decisions, failure modes, and patterns that made it work.
React NativeSep 25, 2025·3 min read
My Journey with Unit Testing
From skeptic to pragmatist — how fast-check and Stryker changed my perspective on testing. I used to see unit tests as overhead. Property-based testing and mutation testing showed me what I was actually missing — and why confidence in a test suite requires more than green checkmarks.
TestingSep 24, 2025·4 min read