DEVQUEENS BLOG
Guides for teams that ship with AI.
Short, source-cited reads on AI automation, GEO marketing, and e-commerce agents. Written by the team that builds them.
How AI automation returns 40 hours a week to finance ops
A short guide for finance leaders: what AI automation actually does, where it fails, and how to pilot it without blowing up the quarter.
AI agents on your e-commerce: What they do and when they ship revenue
What AI agents actually do inside an e-commerce surface, when they ship real revenue, and the three integrations that matter: product search, cart recovery, and support.
GEO Marketing: How to get your business found by ChatGPT and Claude
A plain guide to Generative Engine Optimization: what GEO is, how it differs from SEO, and the five changes that get your business cited by AI answer engines.
What is an AI agent (and what it isn't)
A short explainer on what counts as an AI agent in 2026, the four capabilities that define one, and the common misuses that cost teams money.
Prompt engineering for product teams, without the mystique
The five patterns we use across every production agent: role framing, structured output, evaluation harness, cost caps, and escalation. Nothing proprietary.
When not to automate: three signs you should wait
A contrarian take: when AI automation makes the problem worse. Three signals your team should fix the process before buying the agent.
How to set cost caps on an AI agent before you ship
A short guide to protecting your runway from runaway LLM bills: max tokens per call, retry limits, per-user daily caps, and the kill switch.
Evaluating LLM outputs: a practical harness for small teams
A small-team guide to building an evaluation harness: fixture sets, pass thresholds, model-release drift checks, and the review workflow.
Shipping an AI agent on Shopify: a 4-week integration path
A concrete integration path for a Shopify storefront: catalog sync, order lookup, cart recovery, and the three places teams get stuck.