Personal tokens can get expensive if you're running repeat tasks. One area that clogs token usage is having your agent review all your context rather than just the context that has changed. To reduce token usage, you need to own your context in a backend that flags only the relevant content changes.

With Fulcra, your preferences, files and records sit in one store addressable by name and time range. It plugs in to any agent  over MCP or the CLI. Then each agent reads only  what has changed and not all the information for all time.  Switch models or providers tomorrow  and you can reconnect any agent  to your backend with no learning curve. Get started for free by pointing an agent at docs.fulcradynamics.com/agent-get-started.txt.

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