The Claude Code Control Stack consists of two tools: ccusage for real-time token cost reporting and Claude Code Router for routing different types of coding tasks (quick edits, background jobs, long-context refactors, and web searches) to the most appropriate model, creating an iterative loop where developers can measure their token usage and optimize routing decisions for subsequent sessions.
Deep Dive
Prerequisite Knowledge
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Where to go next
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Deep Dive
The Claude Code Control Stack — ccusage + Router (Stop Guessing Tokens)Added:
Claude code feels amazing until you ask one simple question, where did the tokens go and why did every job use the same model?
Talk repo editors pick two Claude code assets that answer those exact questions.
>> [music] >> CC usage shows the cost. Claude code router controls the route.
Mock usage is the moment Claude code stops feeling invisible.
You can see daily usage, monthly totals, session cost, model breakdowns, and the expensive days you should actually investigate.
That changes the feeling. Before, you think the workflow was fine.
After, you know what happened, which session burned the budget, and whether the result was worth it.
Claude code router fixes the second problem. Not every request deserves the same model. A quick edit is not a deep reasoning task. [music] A background job is not a long context refactor.
Router lets Claude code send different jobs to different models.
>> [music] >> Default, background, think, long context, and web search. That is control, not guesswork. [music] Together, they make a loop. Run Claude code, measure it with CC usage, route the next session better.
Find the Claude code control stack on Talk repo. Install both, then run one real session and measure it.
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