Claude API engineering

Cost, latency and reliability when Claude is in your production path.

All MCP6 Claude API2 Security1 Compliance1
01

Model selection is a cost-per-resolved-task problem, not a price-per-token one

A model that costs a fifth as much but needs three attempts is not cheaper. Here is how to build the comparison that actually predicts your bill — and why Sonnet 5's September price change should send you back to it.

02

Claude prompt caching — automatic, explicit, and the lookback trap

The cache does not find stable content behind your breakpoint. It finds entries earlier requests already wrote. Understanding that one sentence is the difference between an 80% discount and paying a premium on every request.

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