MARKET COMMENTARY

Thoughts on markets, code & building.

Market commentary, builder notes, and deep dives into finance-meets-tech.

How building with AI changes the game — and why the best coders now think like traders, not engineers.

The exact systems, tools, and workflows that helped build a growth agency with zero traditional dev hires.

How market structure thinking from finance applies to crypto trading in the Indian context.

Deep dive into the release of Claude Opus 4.7, exploring its groundbreaking enterprise security features and advanced threat mitigation.

How the new Claude connector integrates seamlessly with Blender and Higgsfield to revolutionize procedural 3D generation and video workflows.

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I work with founders, startups, and companies who think in systems. If that's you, let's talk.