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Feb 04, 2026

Idempotency keys for APIs: stop duplicate orders, emails, and writes

When retries create duplicate side effects, idempotency keys are the only safe fix. This playbook shows how to design keys, store results, and prove duplicates cannot recur.

Jan 16, 2026

Agent keeps calling same tool: why autonomous agents loop forever in production

When agent loops burn tokens calling same tool repeatedly and cost spikes: why autonomous agents loop without stop rules, and the guardrails that prevent repeat execution and duplicate side effects.

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