Our Perspectives on Applied Intelligence
Updates, articles, research, experiments and snapshots from Ganitham

Rethinking Computing Around Living Context For most of computing history, applications have been the containers and users have been the […]


Boring is not the insult. Boring is the destination. Somewhere during a recent build, I stopped thinking about the LLM […]


Test Early. Learn Fast. What firsthand work with local inference taught me about finding the real constraint. A business leader […]


The next advantage in engineering belongs to those who combine AI-enabled execution with battle-tested systems judgment. Because AI can generate output fast — but only experienced judgment knows…


For decades, software engineering optimized how humans write code. AI changes the constraint. Code is now easy to produce — but harder to trust. This article explores six…


AI made delivery faster. Not automatically better. Here is why your engineering metrics can all be green while business outcomes still miss — and what to do about…
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This is the sixth article in my series exploring how AI is quietly dismantling long-held assumptions in the Software […]









