Generating OpenAPI and PostMan Collections with Q

Generating out descriptive schema for your existing applications that AI can well. Working on a Grails API application, I am using with BurpSuite DAST to do some security testing on a regular basis for it. I’ve needed an API list of endpoints for their API security scan feature for quite some time, that’s easy to […]

AI Misfires

AI often misfires the more I work with it. I think the big issue is, you cannot forget that you continually need to keep AI guided and boxed into your task, or you will get hallucinations and errors. Here’s an example of an agent example using Gemini.  It asks for a complex math question, and […]

AI doesn’t keep up necessarily

Here’ an issue I’ve run into repeatedly: AI having old versions of APIs for services, in this case JIRA, who recently updated theirs and didn’t leave any backwards compatibility (and also hosed my dev data lake). I have a python script I AI’d out of Claude to extract JIRA data for a BERT model training. […]

Prompt with AI is like …. golfing

Let’s talk about using AI in this current age of 2025.  Here’s a stock photo to help out: As obvious as it sounds, writing prompts for an AI chat session is a lot like golf.  Basically, honing down until you get a good answer OR run out of chat memory and have to move to […]