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study: give the Pro CTA a concrete value prop tied to the token-cost finding
The footer funnel asked for $9 Pro but described only the free core, so a reader who just learned their agent bleeds 3,546 tok/turn had no stated reason to upgrade. Add an honest one-paragraph Pro value prop (token metering + model routing + 7 other production patterns) bridging the study's pain to the fix. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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docs/token-tax/index.html

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@@ -841,8 +841,15 @@ <h2>Fix it: slim your tool schemas</h2>
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Built by <strong>AgentLoop</strong> — a readable, MIT Claude-agent starter.
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</p>
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<p>
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The full agent loop — streaming + tool use — in ~150 lines. No framework, no 40-file SaaS
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template to gut. The same method behind this study powers the free Agent Token Profiler.
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The full agent loop — streaming + tool use — in ~150 lines, MIT-licensed and free. The same
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method behind this study powers the free Agent Token Profiler.
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</p>
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<p>
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<strong>AgentLoop Pro</strong> turns this measurement into a fix: token metering per run and
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per tool, plus model-routing that sends cheap turns to a cheaper model — and seven other
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production patterns (parallel tool calls, retries, persistent memory, human-in-the-loop
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approval), each in minimal, readable code. Pay what you want from $9 · commercial license ·
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money-back guarantee.
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</p>
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<div class="tp-cta-links">
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<a class="btn" href="https://github.com/mnifzied-create/agentloop">

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