Spent this week hunting a quiet but critical bug in Aura's scoring logic — one where genuinely urgent items could slip through as "no action needed." Root-caused it, added consistency checks, wrote tests around the exact failure cases, and verified the fix against a real connected inbox. This is the unglamorous part of building AI products: not the demo, but making sure the system tells the truth when it matters. More of this to come. #AgenticAI #AIInfrastructure #StartupFounders #Privacyfirst
Fixing Critical Bug in Aura Scoring Logic
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Find answers instead of hunting for files 🔍 With Workspace Intelligence, Drive becomes a living knowledge base. Easily locate files or info with AI Overviews, and ask deeper, conversational questions about your files with Ask Gemini in Drive. Quit guessing exact file names and get answers fast → https://goo.gle/4yoliLl
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Hahaha! We saw way too many lately as we compete with companies with zero deployment capabilities presenting to company owners in hours “great products” that do not work for long cause their MVPs are imposible to deploy, scale, integrate , manage and are not secure. today the answer is Not legacy nor Newly developed software “powered by non proven and potentially non working AI” beware of “new real life agents” after you leave the great product presentation or the newly legacy from 1990 “AI powered” software with agents that will cost you fortunes to keep simply old software which is non AI native and efficient
The demo looked like an apex predator ready to conquer the market. 🐺🔥 Then we actually deployed it. Meet Corgi. Still a very good boy, but definitely not hunting enterprise workflows. The gap between a staging environment and a Friday morning at the office is vast. We’re sold autonomous wolves; we end up managing a very fluffy pup in a costume who needs constant treats just to finish a task. Stop pretending it's a wolf. Love the Corgi for its waddle. 👇 Is your AI stack a Wolf or a Corgi? Drop your reality check below. 👇
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Telling quote from Lenny Rachitsky on his latest pod with SpaceXAI's Roman Ugarte... "I am so hooked on Grok Bot...I personally noticed I've moved a lot of my use cases from Claude cowork and Codex into Grok Bot, very quickly." If you haven't checked out Grok Bot yet, you're missing out.
