Producer theory
In a long-context world, maybe the organizations that benefit from AI will not be the ones with the most powerful models, but rather the ones with the most artfully curated contexts.
You Exist In The Long Context
The AI race is shifting from model performance to context mastery. The winners won't be those with the biggest models, but those who build the most trusted context infrastructure.
- If you're a builder : Start with one killer use case that makes context portability irresistible. Focus on immediate value, not abstract promises. Remember: Spotify
Context is all you need
When doing product management for AI agents, the biggest shift is that the user you think about making successful is the agent. They are effectively your new “customer”.
And the whole game is to figure out how to get the agent the most relevant context possible to execute their task, which is why context engineering is... See more
Aaron Leviex.com