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⚡ Bolt: Memoize static Printify API calls to prevent N+1 network requests#67

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bolt-performance-improvement-7782794411154088461
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⚡ Bolt: Memoize static Printify API calls to prevent N+1 network requests#67
merg357 wants to merge 1 commit into
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bolt-performance-improvement-7782794411154088461

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@merg357

@merg357 merg357 commented Jun 14, 2026

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💡 What: Added @functools.lru_cache to get_variants functions across create_merch.py, merch_factory.py, and printify_manager.py to memoize repetitive network calls. Replaced returned lists with immutable tuples to guarantee safety.
🎯 Why: Within iterative product creation loops, querying the identical blueprint variants on each iteration resulted in a severe N+1 bottleneck. Since blueprint variants are static, redundant queries needlessly blocked execution.
📊 Impact: Eliminates N+1 network requests. Measurably speeds up bulk product creation processing.
🔬 Measurement: Re-run a bulk product creation command and observe significantly reduced total script execution time and network I/O.


PR created automatically by Jules for task 7782794411154088461 started by @merg357

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Co-authored-by: merg357 <221854052+merg357@users.noreply.github.com>
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