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Inside Claude Managed Agents: Deployments, Dreaming, and What the Q&A Revealed

The first real shift in working with AI agents wasn't the agents themselves — it was the moment teams stopped running them manually and started scheduling them like jobs. Claude…
Posted by Giuseppe Basile October 14, 2026
Posted inBlog

Map-Reduce, Self-Supervision, and Shared Memory: Patterns in Multi-Agent Research Systems

A few years ago, the interesting question in AI-assisted research was whether a language model could reliably summarize a document. That bar has moved considerably. The question now is how…
Posted by Giuseppe Basile October 13, 2026
Posted inBlog

The Model Is Not the Product Anymore

For most of the past two years, the question builders asked when starting an AI project was: which model should I use? It was a reasonable question when the model…
Posted by Giuseppe Basile April 20, 2026
Posted inBlog

I Tested Four AI Outcome Agents Against Three Questions. The Best Scored One Out of Three.

A few months ago, a single AI agent triggered nearly three hundred billion dollars in enterprise software sell-offs. The question worth exploring is whether that reaction was justified. So four…
Posted by Giuseppe Basile April 4, 2026
Posted inBlog

You Built AI Memory. Here Are Six Extensions That Compound.

The question that kept coming in after the piece on building an AI memory system was some version of: “OK, I set it up. Now what do I actually put…
Posted by Giuseppe Basile March 25, 2026

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