Dev.to tutorial Tutorials 4d ago

Silent failures in agentic systems: when retry and fallback fake an OK

by Szymon Paluch

No alert isn’t no problem. Silent retry and fallback return “OK” while quality tanks. Datadog: 1/3 of LLM errors are hidden rate-limits.

Agents

Dev.to tutorial 17m ago

One deployment returns verbatim, clean or speaker-tagged text by prompt: 3 minutes in 4.4 s on 32 GB. The clean prompt still adds speaker tags.

Dev.to tutorial 38m ago

Thousands of apps run on our engine: a radio station, a sports club, a local paper, a pastry shop,...

Dev.to tutorial 53m ago

How I cut wrong answers and token usage by giving the model 5 tools instead of 200. The ticket,...

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