Notes on building systems that work.

Short essays on operations, architecture, applied AI and engineering lessons, written for founders, managers and technical teams.

AILegalTechLLMSupabaseAutomation

AI‑Powered Contract Review for SMBs

Build a low‑cost, open‑source LLM workflow that scans routine contracts, flags risks, and saves hours of legal review for small businesses.

offline-firstmobileCRDTsfield-operationssync

Offline-First Mobile Apps for Field-Based Businesses

Building mobile apps where the device is the primary store, using CRDTs and delta-sync to keep field workers productive in low-connectivity environments.

Edge FunctionsSupabaseMobile SaaSReal-Time

Edge Functions as Glue for Real-Time Mobile SaaS

Discover how Supabase Edge Functions let teams run logic at the edge, reducing latency and simplifying stack for SaaS apps like Leon Lab and BarberHub.

operationsarchitecturesupabase

Your Business Doesn't Need Another Dashboard

Most operational chaos isn't a missing feature. It's two versions of the truth. What replacing WhatsApp-and-spreadsheet workflows teaches about systems.