April 2, 2026ai, llm, cost, practical ai, product
Cost Control for LLM Features in Client Products
Budgets, caching, model tiers, and product limits we use so AI features do not surprise finance after a successful launch.
Blog
Notes from the studio
Engineering, product, and how we ship — written alongside the services we take on. If a post maps to work you need, start a project.
March 20, 2026ai, rag, laravel, postgres, practical ai
Practical RAG Chat on Client Documents with Laravel and Postgres
How we approach retrieval-augmented chat over client PDFs and docs using Laravel, Postgres, and sober evaluation — not demo magic.
March 11, 2026react, nextjs, server components, architecture
Server Components vs Client Components in Client React Apps
How we decide what stays on the server in Next.js/React apps we ship — without turning the codebase into a boundaries puzzle.
February 27, 2026ui-ux, empty states, errors, product design
Designing Empty States and Error Screens People Understand
Empty states and errors are product UX. Here is how we write and design them so users know what happened and what to do next.
February 19, 2026joomla, maintenance, legacy, security
Maintaining Legacy Joomla Sites Without Living in Fear
A calm maintenance plan for older Joomla sites: updates, staging, extension risk, and knowing when to freeze features.
February 3, 2026react, forms, ux, validation
React Forms That Survive Client Feedback Cycles
Patterns for React forms that stay maintainable when stakeholders keep adding fields, validations, and edge cases.
January 28, 2026python, ai, integration, fastapi
Python for Lightweight AI Helpers Inside Business Apps
How we use Python services for summarization, classification, and document prep next to Laravel or React apps — without boiling the ocean.
January 14, 2026laravel, queues, horizon, devops
Laravel Queue Workers in Production: Retries, Timeouts, and Quiet Failures
How we run Laravel queues in production so emails, imports, and webhooks fail loudly enough to fix — not silently.
January 7, 2026android, ios, ui-ux, design system, mobile
Shared Design Systems for Android and iOS Without Fake Parity
How we align Android and iOS UX for client products without pretending both platforms are the same OS.
December 28, 2025ui-ux, audit, conversion, web design
UI/UX Audit Checklist for Marketing Sites That Need Leads
A focused UX audit checklist for brochure and lead-gen sites — clarity, trust, forms, and mobile — without drowning in heuristics jargon.