Strategy, operations, AI, and company-building

I study how operators, companies, and AI systems actually work.

Essays, profiles, and daily reading notes on strategy, operations, AI adoption, business systems, and GTM.

Popular Series

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AI Systems The AI Control Plane

How companies coordinate agents, context, tools, and human judgment.

 Operations Operating Cadence

Management systems, reviews, rhythms, and the machinery of execution.

 GTM AI-Native GTM

How go-to-market systems change when workflows become agentic.

Recent Profiles

People worth studying.

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Profile 8 min read
Lessons from Kevin Systrom Lessons from Kevin Systrom Kevin Systrom co founded Instagram and the AI news aggregator Artifact. He proved you can save a failing app by stripping it...
Profile 9 min read
Lessons from Zvi Mowshowitz Lessons from Zvi Mowshowitz Zvi Mowshowitz is a writer and former competitive Magic: The Gathering player best known for his Substack, Don't Worry About...
Profile 8 min read
Lessons from Richard Socher Lessons from Richard Socher Richard Socher helped bring neural networks to mainstream natural language processing during his time at Stanford. After...

Research & Deep Dives

Market, company, and research maps.

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Deep Dive Lakehouse Analytics Platforms: Snowflake Databricks ClickHouse and Open Table Formats — Industry Deep Dive

Lakehouse analytics platforms Executive summary The old warehouse versus lakehouse argument is no longer the most useful way to read the market. The...

 Research Explainer Prompt Tuning Stops Working When the Workflow Is the Problem

FAPO uses Claude Code to optimize multi-step LLM pipelines by inspecting intermediate failures, trying prompt fixes first, and changing the workflow only when evidence points to a structural bottleneck.

 Research Library Browse the full research layer

Industry maps, company deep dives, papers, reports, and technical shifts worth understanding.

Book Notes

A reference layer from books worth revisiting.

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PDF Libraries

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Library Index Choose a complete shelf or a focused bundle.

Packaged versions of the durable essays and profiles on this site. Daily Digest entries stay out of the paid files.

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