We just wrapped the Orbit Awards for AI Dictation and now we re moving to the next category: AI Automation.
This one is for the tools that actually do work for you clearing chores, running workflows in the background, or quietly taking over a chunk of your week without turning into another dashboard you have to babysit.
When AI systems break, it s rarely with a crash or error log. It s a slow drift, outputs that seem fine, context that fades, retries that quietly multiply. Everything still runs, until one day it doesn t.
Audits like SOC 2, GDPR, and HIPAA often feel endless gathering evidence, aligning policies, and proving compliance across teams.
In this new piece, our CEO @stelios_sotiriadis breaks down the real pain points behind audit chaos and how we ve been rethinking the process at Warestack making compliance a natural outcome of good engineering practices rather than a fire-drill at the end.
So I vibecoded Worktagg a simple, AI-driven platform that drops a real case study, expert takeaways and a quick quiz into your inbox every day. The goal is to turn case prep into a small daily habit instead of a giant cram session, and to give anyone the same quality of insights you d get inside a top consulting firm.
It s built to be lightweight, practical and actually enjoyable to use I use it everyday since I love solving this cases. In case you wanna try!
Lessons from Athena s surprising coverage and what founders can learn about finding the right reporter, framing stories, and pitching press
The Wall Street Journal rarely covers seed-stage startups let alone one raising just $2.2M. That s why I was surprised to see Athena, an early-stage company working on how large language models surface brand-related content, featured in Katherine Blunt s article about the demise of traditional Google search.
