AWS DevOps Agent: Are We Entering the Era of Autonomous DevOps?
The way we build and operate systems is changing fast. Continue reading on Medium »
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autonomousagent
Smaller models are getting scary good.
I am still processing this lol. I had Gemini 3 Pro Deepthink try to solve a complex security puzzle (which was secretly an unwinnable paradox). It spit out this incredibly professional-looking, highly structured answer after about 15 minutes of reasoning. Just for fun, I passed its solution over to Gemma 4 (31B) (with tools enabled). Gemma completely tore it apart. It caught a hard physical constraint violation and a fake math equation that Gemini tried to sneak by me to force the answer. It explicitly called out the fatal logic flaw and told Gemini it was "blinded by the professionalism of the output." Brutal. The craziest part? I fed the 31B's arguments back to Deepthink... and it immediately folded, acknowledging that its internal verification failed and its logic was broken. I've attac

The Week’s 10 Biggest Funding Rounds: Largest Financings Went To Defense, Wearables, Energy And Security
Startup investors kept up the busy dealmaking pace this week with a number of big rounds. Top among them was a $1.75 billion Series D for Austin-based Saronic, developer of autonomous vessels.
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