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Intelligence notes

A blog-ready section for competitive intelligence observations, OSINT methods and AI validation notes.

How to monitor competitors without drowning in data

Focus on indicators tied to strategic decisions, not generic mentions.

Why AI intelligence needs human validation

AI accelerates collection but cannot own the final judgment.

GitHub as an early product signal

Public repositories can reveal technology choices, hiring priorities and new initiatives.