Generative AI Is Becoming Product Infrastructure Generative AI is no longer a feature layered ont...Generative AI Is Becoming Product Infrastructure Generative AI is no longer a feature layered ont...
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Colby Bean
pro
• Jan 21
Generative AI Is Becoming Product Infrastructure
Generative AI is no longer a feature layered onto products. It is rapidly becoming infrastructure. Text, image, code, and agent-based generation now sit at the core of how modern software creates value, not at the edge.
What’s changing right now is scale and expectation. Users expect instant feedback, controllable outputs, and systems that improve over time. This has pushed generative AI beyond prompt experiments into orchestration layers, guardrails, cost-aware pipelines, and feedback loops that operate continuously in production.
The products pulling ahead are treating generative AI as a system, not a novelty. When generation is designed as infrastructure, products become faster to evolve, easier to trust, and harder to replace.
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Malan Asanka
• Jan 21
Amazing!
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