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Hummingbirds

Photos of Hummingbirds native to Colombia

Photography Last updated 2025.07.25

On engineering leadership, value-based care, and the craft of building.

An introduction to building software for value-based care

This post argues that building successful software for value-based care (VBC) requires a shift in mindset: create a Customer Relationship Management (CRM) tool, not just a better Electronic Health Record (EHR). VBC realigns healthcare incentives around long-term patient outcomes, succeeding through proactive, relationship-based care rather than transactional services. Technology's role is to support this relationship by helping care teams orchestrate interventions effectively. The most valuable tools are often simple and pragmatic, focusing on the unique, core needs of the care model and enabling proactive management of patient health.

Learnings from building Kelp: Getting people the information they need when they need it is hard!

Reflections on pausing the contextual recommendation tool, Kelp, concluding that its goal—getting people the right information at the right time—is nearly impossible for a third-party app to achieve. The core problem is technical: without deep, OS-level access to user data and behavioral signals, recommendations remain mediocre. True contextual help must be built into the operating system itself. The key business takeaway was the need to solve a highly specific, paying use case for a narrow audience before attempting a broad, cross-platform solution.

Learning from a Hyper-Growth Startup

This reflection on leadership in a hyper-growth startup argues that self-management is the most crucial skill. Management in such a chaotic environment is inherently reactive and emotionally draining, not strategic and proactive. The key to effectiveness is to abandon "ruinous empathy"—the futile attempt to please everyone—and instead fiercely conserve personal energy for high-impact moments. This is achieved by accepting failure and tradeoffs as constant, communicating them transparently, and focusing on maximizing success in key areas rather than fighting every fire.

Is Buying in Brooklyn Worth It?

Brooklyn homeownership is not "worth it" as a financial investment. After accounting for renovation costs, high transaction fees, and the opportunity cost of not investing in the stock market, my profitable-on-paper sale was actually a financial loss. The true costs were the non-financial headaches: months of living in construction dust, battling city bureaucracy over permits, and fixing bank errors over property liens. I conclude that you buy a home not for the return, but for the control and satisfaction of making a space your own.

Slow looking from the same eye.

Peru Small Birds
Peru Larger Birds
Flowers
All the small birds
Water Birds
US Open, 2024