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 Addy Osmani Lessons from Addy Osmani Addy Osmani is an engineering leader at Google who worked on Chrome DevTools, Lighthouse, and Core Web Vitals. He is known for...
Profile 6 min read
Lessons from Claude Guillemot Claude Guillemot was a co founder of Ubisoft and the longtime leader of Guillemot Corporation, where he directed the development of gaming hardware and...
Profile 7 min read
Lessons from Joshua Baer Lessons from Joshua Baer Joshua Baer founded Capital Factory to connect Austin's early stage founders with investors, mentors, and defense programs. He...

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

Durable essays packaged for offline study.

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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.

 Series Library Operating manuals Profiles Library People worth studying Complete Library Everything durable

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