Topic

Agent workflow reliability

The practice of keeping LLM-driven automation pipelines producing consistent results when real traffic arrives, including how failures are diagnosed between prompt, model and infrastructure causes.

Current clusters

build1 publisher

A webhook burst of 20-plus n8n executions was misread as the model getting worse

Lars Winstand traced 429s, doubled tool calls and inconsistent output in an n8n agent flow to a burst of simultaneous executions, and fixed it by capping production concurrency at 20 in the orchestrator.

Publishers:dev.to

Reality

Evidence35
Adoption12
Hype gap+15
Incentives70
Confidence50