Greg Coquillo's Recent LinkedIn Posts

NVIDIA GTC 2026 just gave us the clearest map of the AI economy ever drawn. Jensen Huang calls it the Five-Layer AI Cake and every serious investor and builder needs to understand it 👇 The entire AI value chain sits across 5 layers. Here's who owns each one: Layer 1 - Energy AI runs on power. The companies keepi…

A demo can make an AI app look deceptively simple. Prompt goes in. LLM does the work. Response comes out. That is enough to prove an idea. Production is where the real engineering begins. A reliable AI application usually needs far more than a model call. You need a frontend people can use, an API gateway to con…

Microsoft just redrew the AI career map. Whether you want to build intelligent applications, develop autonomous agents, operationalize AI models, lead enterprise transformation, or secure cloud workloads, there is now a Microsoft certification designed for your path. Here are 10 Microsoft AI certifications worth e…

AI agents rarely fail because the model is “not smart enough.” They fail because the system around the model is poorly designed. Once agents start using tools, memory, APIs, external data, and autonomous workflows, a completely different set of problems appears. Here are 10 common failures and how to approach the…

A demo can make an AI app look deceptively simple. Prompt goes in. LLM does the work. Response comes out. That is enough to prove an idea. Production is where the real engineering begins. A reliable AI application usually needs far more than a model call. You need a frontend people can use, an API gateway to con…

AI implementation is more than an API bill. A demo can make AI look deceptively simple: → Pick a model → Connect an API → Build a small interface → Launch it But production AI introduces an entirely different cost structure. The real investment starts with use-case discovery and data preparation. Then comes infr…