context window economics

The article demonstrates real-world impact of context costs: Microsoft/Uber/GitHub all facing profitability crises because token-based compute scales exponentially while revenue models assume linear s

Article frames memory systems as escape route from context window constraints, proposes new economic model

1M context at standard pricing fundamentally changes the cost-benefit of long-context preservation. This is a new pricing tier for context strategy.

Workflows consume less context per unit of work than agents (deterministic paths don't need exploration tokens). This pattern suggests context efficiency drives architectural choices.

The 'unlimited token budget' decision is an explicit choice about context-window economics—moving from scarcity to abundance model, implying the org has solved earlier token-efficiency problems and no

Post illustrates that token cost is now a primary constraint practitioners face, which could motivate context compression strategies, but doesn't explore that connection