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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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Retry context: building observability into retry decisions

Originally published on Loop & Retry — field notes on building LLM agents that survive production. The fleet-patterns post explained the pattern…

retriesobservabilityproductionai
Dev.to Aug 16, 2026, 22:02 UTC
EN

Retry budgets by language: Python, Go, and JavaScript

Originally published on Loop & Retry — field notes on building LLM agents that survive production. The retry-budget argument is language-indepen…

retriespythongojavascript
Dev.to Aug 15, 2026, 22:04 UTC
EN

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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