Oh, your AI hallucinates? Yeah, I used to have that problem too
I build AI content workflows for a living, so reducing hallucinations matters. Here are the four techniques I actually use, from grounding to a critic-actor review step.
Everything
A lovely hike, great company, and incredible views over Crummock Water and Mellbreak Peak.


Who needs GPS when you can navigate with a piece of paper as long as you are tall.



A massive thanks to the guys who stopped to help with the car after parts started falling off. Absolute lifesavers!
June 27th 2026
Absolutely, it is. And what better way to begin than with a coffee?
This is one of my new post content types. I can share media, add captions, and have it presented in a more natural format in the feed.

Here's my current Obsidian vault graph. I posted about this setup recently, which you can read more about here. I'm really pushing the limits here, huh.
