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Stop overpaying for cloud LLM tokens: a local model can slash your costs by up to 79% on coding tasks, but the best strategy depends on the workload.
Stop blindly trusting cloud LLM APIs: local inference, redaction, and rephrasing can slash PII leaks to near zero.
LLM coding agents waste tokens and time retrying blindly after write failures, but Resilient Write slashes recovery time by 5x and boosts self-correction by 13x.