LLM Token Cost Optimization: Cutting Your API Bills Without Cutting Quality
LLM API costs scale with token usage, and unoptimized prompts can make costs 5-10x higher than necessary.
12 posts in Software Engineering
LLM API costs scale with token usage, and unoptimized prompts can make costs 5-10x higher than necessary.
Most developers implement A/B tests incorrectly - stopping early on exciting results, ignoring statistical power, or missing sample ratio mismatch.
LLM applications fail in ways traditional software does not: prompt injection, jailbreaks, data extraction, and confident wrong answers.
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