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⬡ API & SDK/2026-05-29Advanced
Splitting Claude API prompt cache into 5m and 1h tiers — separate TTLs cut cost and stabilize ops
Anthropic's cache_control supports two TTLs: 5 minutes and 1 hour. Splitting them into a two-tier layout — 1h for static system/tools, 5m for variable few-shot — meaningfully changed both my costs and my on-call life. Here's the design with the numbers I observed.
⬡ API & SDK/2026-04-28Intermediate
Diagnosing Claude API Prompt Cache Misses — How to Read the usage Field
If your Claude API prompt cache isn't reducing your bill, the usage field is where to start. This guide walks through the five most common reasons cache_read_input_tokens stays at zero and how to fix each one.
⬡ API & SDK/2026-03-26Advanced
Claude API Cost Optimization Production Guide — Combining Batch API, Prompt Caching, and Adaptive Thinking for Up to 90% Savings
Learn practical implementation patterns to cut Claude API costs by up to 90%. Covers Batch API, Prompt Caching, and Adaptive Thinking strategies, plus production monitoring and budget management.