What breaks user trust in your AI features
A WooCommerce client’s GPT search assistant was inventing products and discount codes. Prompt engineering did not fix it. Confidence thresholds, source links, and honesty about the limits did.
Tag: AI Assistants
What vibe coding cost one WooCommerce analytics dashboard
A client’s AI-built WooCommerce analytics dashboard crashed the moment we filtered by customer lifetime value. Rebuilding it meant sketching the data model and writing a DAL spec before touching any UI.
Why your AI strategy needs UX in front of it
A client spent six months AI-powering their onboarding flow and ended up with hallucinated shipping dates. The prompt was never the problem, the context was. Here is what UX has to own before the model ships.
What AI-driven server management actually changed for me
A mid-day flash sale took down a 30k-product WooCommerce shop and cost me three hours in Nginx logs. Here is what AI-driven server management does to that hunt, and where the automation stops.
Explainable AI for UX: what account managers actually needed
An 85% churn score with no reason attached is a support ticket waiting to happen. What worked instead: a plain-language because statement, the charts behind a link, and code that maps feature names to words.
How I manage multiple client sites without the Friday night panic
A Friday night emergency on a site I had not touched in six months cost me two hours of MAMP wrangling. WordPress Studio blueprints and selective sync are what I use now to keep client environments consistent.
Why WordPress core is starting to treat AI like the database
Nobody checks whether $wpdb exists before running a query. The AI team wants models treated the same way in WordPress, with hosts providing the model and developers registering Abilities instead of wiring up API keys.
WordPress MCP integration: what MCP Adapter v0.3.0 changes
Custom REST endpoints leave AI agents guessing. The MCP Adapter v0.3.0 turns registered WordPress abilities into tools an agent can discover, and logs the calls.
What an AI builder leaves you to fix on a WordPress site
A law firm got a WordPress site out of an AI builder in ten minutes, then came back two weeks later with a broken contact form and no search traffic. How I treat AI output as scaffolding instead of a finished build.
Building AI features in WordPress without hardcoding a provider
I wired a client’s store straight into one AI provider and regretted it two weeks later. The Abilities API and the WP AI Client give you a way to register tools and send prompts in WordPress without hardcoding a model.