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Retry patterns: when you should give up (and why most code doesn't)

Originally published on Loop & Retry — field notes on building LLM agents that survive production. The retry-budget post answered the HOW: a sha…

retriesreliabilityproductionfailuremodes
Dev.to Aug 17, 2026, 22:02 UTC
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One bad step, N bad steps: how agent failures cascade

Originally published on Loop & Retry — field notes on building LLM agents that survive production. Here's the failure mode that surprises people…

failuremodescascadecontextengineeringreliability
Dev.to Aug 11, 2026, 09:56 UTC
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Best-of-N is prepaid retries: the cost math of racing parallel attempts

Originally published on Loop & Retry — field notes on building LLM agents that survive production. Here's the pitch for best-of-N: instead of tr…

retriescostlatencyfailuremodes
Dev.to Aug 9, 2026, 15:50 UTC

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