Notes on building software that lasts.
Engineering, product, and AI perspectives from the team — no fluff, just what we've learned shipping real products.
Building a Scalable SaaS Architecture from Day One
The architectural decisions that separate SaaS products that scale gracefully from those that need a costly rewrite at 10,000 users.
RAG Pipelines That Actually Reduce Hallucinations
Retrieval-augmented generation isn't a silver bullet. Here's what we've learned building RAG systems that clients trust in production.
Designing Healthcare Software Patients Actually Trust
Compliance is table stakes. Here's how we design patient-facing healthcare software people feel comfortable using.
Why We Moved Off Cron Jobs for Client Reporting Pipelines
A migration story: what broke, what we replaced cron with, and the monitoring that should have existed from day one.
A Practical Guide to Multi-Tenant Billing with Stripe
Usage-based billing, seat-based plans, and everything in between — how we structure Stripe for real multi-tenant SaaS products.
The Design System Audit We Run Before Every New Feature
A lightweight checklist that keeps design systems from rotting as new features get added under deadline pressure.
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