FROM THE AUTHOR
Explore the published guides and contributions from John C. Mullen.
46 published articlesAI answers can be fluent, confident, and wrong. This guide explains a practical three-pillar method for checking accuracy, verifying sources with lateral reading, and running repeatable tests…
Preventing duplicate AI-generated WordPress posts requires more than a plagiarism check. Build topic clusters before generation, assign each post a unique search intent and angle, use strict…
Connecting WordPress to local AI means running an OpenAI-compatible inference server on hardware you control and registering it as an AI connector so the WordPress AI Client…
A context window is the amount of input an AI system can process at one time, measured in tokens and including the response it is generating. This…
When WordPress fails to reach a local Ollama or llama.cpp server, the server is usually healthy and the connector is the problem. Reported causes cluster around the…
An AI agent is a system that decides and then acts, not just one that generates text. This pillar guide breaks down the components of agentic systems,…
AI privacy depends on where data goes, who can access it, and what secondary uses are allowed. This guide explains local, cloud, and hybrid AI data flows,…
Estimating an AI API workflow means pricing every billable step, not just the final model call. Map the pipeline into steps, count input and output tokens including…
Sanitising a log before you paste it into an AI chat, support ticket, or issue tracker has two stages: catalogue what is actually sensitive, then either redact…
A reliable AI content workflow gives each task to the party that can do it safely, keeps every claim linked to a source, and names a human…
An AI model is the engine; an AI app is the car you drive. The distinction decides who bills you, whose privacy policy applies, who handles support,…
Testing an AI connection in WordPress has two distinct layers: whether the site can talk to an AI provider, and whether the plugin's REST endpoints answer correctly…