Blog
Engineering, product, and how we ship — written alongside the services we take on. If a post maps to work you need, start a project.
October 5, 2026python, fastapi, laravel, wordpress, ai-integration, automation
When a client wants document reading or AI features inside an existing site, we usually add a small FastAPI service beside it instead of rewriting anything. Here is where the boundary goes and what we keep on each side.
October 4, 2026wordpress, react, headless-cms, web-development, performance
Going headless with WordPress and React is a real trade-off, not an upgrade. Here is how we decide, what we check first, and what to ask a vendor.
October 3, 2026React, Next.js, Frontend, Web, Product
React 19.3 makes view transitions, fragment refs, and a browser-only render opt-out ordinary. Here is which of those we would put on a shipped screen.
September 29, 2026AI, architecture, CLI agents, Laravel, React, Python
Give a CLI agent a messy repo and it will thrash. The paradox: autonomy does not hide architecture debt — it prints it in the terminal.
September 22, 2026MCP, AI, tooling, Python, Laravel, architecture
Model Context Protocol promises portable tools. Custom function calling promises speed. Here is how we choose when wiring AI into Laravel, React, and Python work.
September 15, 2026AI, agents, state machines, architecture, Python, shipping
We tried a swarm of specialist agents for content and review. It looked impressive. A small explicit state machine shipped more reliably — here is what we learned.
July 12, 2026wordpress, react, headless, architecture
Honest criteria for headless WordPress with a React front — editorial UX, hosting cost, and the complexity tax nobody puts in the pitch deck.
June 8, 2026react, laravel, architecture, portals
Our default React SPA + Laravel API layout for client portals — auth, folders, and the boundaries that keep teams fast.
May 16, 2026ai, llm, structured outputs, python, laravel
Freeform chat is fine for assistants. Business workflows usually need JSON schemas, validation, and retries — here is how we choose.
April 25, 2026ai, support, ux, practical ai, react
Why we draft with AI and send with humans in support tools — and the UI patterns that keep agents in control.