Thoughts

Notes on AI strategy, product, and how teams ship in production.

You Don't Need Another Agent

Enterprise AI pilots stall when teams treat adoption like a software install. Production takes process change, not just another tool.

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Building AI Agents That Work: A Practical Guide for Enterprises

Building effective AI agents is about more than just wiring LLMs. It requires a structured framework across discovery, formulation, design, and evaluation to deliver true enterprise value.

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Stop Donating Your Portfolio to the Market

In high-velocity markets, alpha is secondary to survival. How disciplined risk management and strict position sizing determine portfolio longevity when volatility spikes.

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Choosing the Right AI Models Is Hard. Here's How to Get It Right.

Model selection is meaningless without rigorous benchmarking. Why the success of enterprise AI hangs entirely on your ability to evaluate outputs against concrete business metrics.

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