Is Your SaaS Resistant to Being Replaced by AI Agents?
A practical framework for evaluating whether a SaaS product can survive when customers use AI agents with their own data and context.
Moats of Context Blog
Opinionated views on context, AI-agent usage, durable value, and the judgment needed to decide whether generated work is actually good.
Latest Posts
Building Tools with AI Agents vs. AI Agents as the Tool
There is a strategic difference between using AI agents to build better tools and making the agent itself the product interface.
Drift Is Contextual Tech Debt
Vibe coded systems often drift because the context guiding future changes falls out of sync with the code.
Monorepos Pool Context
For AI-assisted development, a monorepo can be useful because it pools related project context in one visible, versioned place.
Evergreen Notes
AI Resistance Signals
A practical lens for judging whether a SaaS product can be replaced or bypassed by AI agents.