I'm Nouman. I build AI agents and automations, and for the last while I've been deep in the boring side of AI that nobody posts about: compliance.
most teams I talk to are shipping AI features fast and have no idea if they'd pass an EU AI Act check. usually they wouldn't, and usually it's fixable in a few weeks, not months.
so that's what I work on. agents and automations that actually run in production, plus the logging, risk checks and evidence trail that keep them legal.
I'll be sharing what I learn here, mostly practical stuff. if you're building with AI and have a question about either side, ask away.
The evidence trail you mentioned is the hard engineering part. What do you retain for each agent tool call so someone can reconstruct the run without storing sensitive payloads?
Good question. The pattern that works: separate what happened from what was in it.
For each tool call you retain: timestamp, tool name, input schema (structure not values), output metadata like tokens/latency/status, and a hash of the actual payload. The hash gives you a...
So I Recently rebranded my upcoming AI Agent Harness from "Crank" to "Pixie" which is the name of my cat. Do you think it was the right decision?
Which one do you prefer? Crank or Pixie?!
Check it out here: pixie.ecnivs.com
#FreelancerLife #AIHarness #FrontendDesign #AIAgent #ArtificialIntelligence #WebDevelopment #Design #TasteTest
Pixie gets my vote too. Naming it after your cat makes it memorable, and it feels a lot friendlier for a tool people trust with their code. Nice rebrand.
Fold & Brew — Modern Brand Identity & Logo Design
Fold & Brew is a modern laundry & café concept that brings together two everyday experiences — fresh folds and fresh brews.
For the brand identity, I created a distinctive logo that combines a clothes hanger with a coffee cup/swirl, creating a simple visual connection between laundry and coffee.