TokenMaxer
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Codex limits
Agent gates
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No-login workbenches
Codex limits
Usage, context, and token visibility
Agent gates
Production AI control library
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Route the symptom to a model
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Bad CPA Is Not a Diagnosis
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llms.txt
TokenMaxer / Tools
Use the model after you read it.
Small workbenches that make each argument usable without a login.
Default path
Read first. Run the formula second.
Current constraint
Friction is the active constraint.
The CPA workbench belongs after the Bad CPA diagnosis.
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Read first
Bad CPA Is Not a Diagnosis
Map CPC against conversion rate before changing spend.
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Workbench catalog
2 public
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AI workflow
Codex Usage Limits
Resolve Codex plan limits, context windows, token visibility, and compaction decisions.
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Measurement
CPA Decomposition Workbench
Separate click price from conversion friction in the Meta ads constraint map.
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