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<loc>https://cseroadmap.com/agentic-ai/level-2/reliability/circuit-breakers-and-fallbacks/</loc>
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<loc>https://cseroadmap.com/agentic-ai/level-2/reliability/exercises/</loc>
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<loc>https://cseroadmap.com/agentic-ai/level-2/cost-tracking-and-prompt-caching/cost-and-the-ledger/</loc>
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<loc>https://cseroadmap.com/agentic-ai/level-2/cost-tracking-and-prompt-caching/a-budget-guard/</loc>
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<loc>https://cseroadmap.com/agentic-ai/level-2/cost-tracking-and-prompt-caching/prompt-caching/</loc>
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<url>
<loc>https://cseroadmap.com/agentic-ai/level-2/cost-tracking-and-prompt-caching/exercises/</loc>
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<url>
<loc>https://cseroadmap.com/agentic-ai/level-2/cost-tracking-and-prompt-caching/example-code/</loc>
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<loc>https://cseroadmap.com/agentic-ai/level-2/a-thin-provider-layer/</loc>
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<loc>https://cseroadmap.com/agentic-ai/level-2/a-thin-provider-layer/the-router-fallbacks-and-tests/</loc>
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