Insights & Articles

A complete guide to deploying Laravel backend and Nuxt frontend using Dokploy, covering Docker Compose, domains, environment variables, DNS, HTTPS, and Traefik routing.

gem-team v1.75.0 introduces pre-flight verification steps, visual diff thresholds, accessibility audit levels, and major agent workflow improvements including Devil's Advocate, Differential Diagnosis, and Hypothesis-driven planning.

Laravel as the orchestration backend for AI agents - queue-driven execution, API gateway for LLM systems, and real-world SaaS architecture patterns.

A complete guide to deploying Laravel backend and Nuxt frontend using Dokploy, covering Docker Compose, domains, environment variables, DNS, HTTPS, and Traefik routing.

gem-team v1.75.0 introduces pre-flight verification steps, visual diff thresholds, accessibility audit levels, and major agent workflow improvements including Devil's Advocate, Differential Diagnosis, and Hypothesis-driven planning.

Laravel as the orchestration backend for AI agents - queue-driven execution, API gateway for LLM systems, and real-world SaaS architecture patterns.

Memory is the hardest part of AI systems - not reasoning. Here's what actually works for multi-agent memory in production: structured state, controlled injection, lifecycle management.

Senior engineering work is increasingly async-first. Written specs, GitHub workflows, and structured delivery beat discovery calls and sync meetings.

Feature-first development leads to technical debt. Designing execution systems first - flows, state, task decomposition - produces better software with less rework.