AI, tested in the real world
AI news, agents, automation and practical experiments focused on what actually works.
SIGNAL → TEST → USE
What’s happening. What I test. What it means in practice.
SIGNAL
What’s happening in AI and why it matters.
TEST
I try the tools, agents and workflows myself.
USE
What actually works, and where it can help a business.
LATEST SIGNAL
The AI stories worth paying attention to, with a practical view on why they matter.
SIGNAL
AI Agents Move Closer To Everyday Business Use
New tooling is making mult-step
WHY IT MATTERS
Smaller companies may soon be able to automate workflows.
SIGNAL
Elementor Previews Official MCP Support
A first look at how external AI
WHY IT MATTERS
This could make agent-assisted site management far more practical
SIGNAL
OpenAI launches a new agent capability
A practical look at what changed, who it matters to, and whether it is genuinely useful.
WHY IT MATTERS
This could reduce the effort required to automate multi-step work inside smaller businesses.
FROM THE LAB
Hands-on experiments with AI, agents, automation and the tools I’m actually using.
LAB
Building DEVKEV with Elementor Atomic, ACF and AI
An overview of how technologies came together for DEVKEV
WHAT I TESTED
Building a real WordPress site using Elementor’s Atomic system, reusable classes, ACF fields and dynamic Loops rather than relying on a conventional static Elementor build.
VERDICT
Atomic feels more structured than traditional Elementor and should scale better for DEVKEV. The biggest lesson so far is to treat blank styling values carefully and explicitly set values such as spacing to zero where no spacing is intende
CURRENTLY TESTING
The tools, workflows and experiments I’m actively trying right now.
Testing
Building DEVKEV with Elementor Atomic
Testing Elementor Atomic, reusable classes, ACF and dynamic Loops while building DEVKEV as a real-world AI and automation site.
STARTED
28/08/2026
LATEST NOTE
The shared section-inner class has made the layout much more consistent across the homepage.
WORK WITH ME
If you’re trying to work out where AI, agents or automation could genuinely help your business, I can help you test the options and build something practical