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Teams keep pitching “swarms of AI agents” as if they’re turnkey. Peek inside and you’ll often find stray loops, duplicate tasks, and token bonfires. Here’s a ground-truth tour of today’s major frameworks, with Microsoft’s stack front-and-center, plus real bugs logged by engineers in the wild. The lineup at a glance (obligatory table made by your […]

Why Wiring Them Like a Neural Network Yields Rugged, Self-Healing Systems? Nodes that talk through weighted edges, layers that impose hierarchy, feedback that prunes bad ideas. Treat it like any other model and you gain three huge wins… stability, self-healing, and legible control. Here’s an example… The Node in Plain Sight Behold at the NeuralNode […]

I’ve been low-key freaking out about AI lately. We’re on the brink of an AI revolution, but it often feels like gliding across a tightrope without a safety net. Everywhere I look, companies slap “AI enabled” on every feature, as if that label alone guarantees something legit. But when I dig deeper, the foundation is […]

For years, I watched boardrooms stall on decisions they didn’t fully understand. AI was one of them. The same executives who championed “digital transformation” were suddenly mute when the conversation shifted from cloud migration to cognitive automation. And you know what? I get it. AI doesn’t just promise productivity! it threatens exposure. It’s a mirror, […]