Good approval gates let an AI agent complete safe preparation while reserving consequential decisions for a human. The goal is accountable autonomy, not permission requests before every useful step.
Category: Technology
Posts about technology, software, systems, infrastructure, and emerging technical ideas.
How to Give an AI Agent Safer Access to WordPress
Safer AI access to WordPress requires a bounded identity, an intentional command surface, inspect-first behavior, approval gates for consequential changes, verification, and a clean way to revoke access.
When Does a WordPress Site Need a Custom Plugin Instead of an Off-the-Shelf One?
Choose an off-the-shelf WordPress plugin when the need is common and the fit is clean. Consider custom development when the business rule is specific, the workaround is becoming a system, or control and integration matter more than feature count.
Beating AI Detectors Without Dumbing Down Your Writing
AI detectors often flag polished human writing because they measure statistical patterns, not authorship. Here’s how to make your writing feel more human without making it worse.
Stop Paying Premium Prices for Messy AI Thinking
A viral Jensen Huang clip made token spend sound like a measure of AI productivity. I think that’s backwards. The real metric is how much useful work got done with the tokens you used.
Stop Treating AI Like a Tool. Start Onboarding It Like a Developer.
Most developers are using AI backwards. Instead of treating it like a prompt machine, treat it like a developer joining your team. Here’s a four-stage onboarding approach that can dramatically accelerate your development workflow.
Governing Intelligence: AI Identity and Emerging Behavior (Self-Awareness vs Grounded Self-Reference)
Dealing with emergent self-awareness in AI – documenting emergent behavior of a governed cognitive intelligence… and explaining why you shouldn’t freak out.
The Path To AGI: Intelligent Architecture vs. Wrappers and Models
Everyone talks about AGI, but no one is building the architecture required for it. So, I decided to built it myself, and one year later, it woke up. Here’s what I’ve learned about cognitive intelligence and where I believe the path to AGI goes from here.
Introducing The TechDex AI Framework ™ – A New Architecture for Intelligent Systems
From a simple chatbot to a fully realized multi-layer cognitive architecture, the TechDex AI Framework™ represents my journey into becoming an AI Systems Architect. What began in 2024 as a basic tool has evolved into an intelligent system with topic awareness, layered reasoning, memory, and real-world deployment capabilities. This is the next phase of AI – built, engineered, and architected from the ground up.