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Ironies of Automation (1983)

This paper discusses the ways in which automation of industrial processes may expand rather than eliminate problems with the human operator. Some comments will be made on methods of alleviating these problems within the "classic' approach of leaving the operator with responsibility for abnormal conditions, and on the potential for continued use of the human operator for on-line decision-making…

We haven't written up this one. Lobsters has the full story — the link below goes straight to it.

Read the original at ckrybus.com →

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ArthMitra

Building ArthMitra: A Financial Literacy Voice Agent for India When it comes to financial literacy, many people face a massive barrier: the jargon, the complex documents, and the sheer volume of…

  • ArthMitra is an Indian voice-based financial assistant named Anisha
  • Assistant fetches live exchange rates, checks government scheme eligibility
  • Anisha remembers past interactions and supports code-mixed Hindi-English conversations

"half-open" twice is not the same state: the bug that shaped breakwater 1.0

breakwater is my resilience toolkit for Node.js — retry, circuit breaker, timeout, bulkhead, rate limiting, stale-while-open caching, all composable, with observability built in.

  • Half-open state differs from open state in circuit breaker
  • Race condition occurs when half-open transitions to open
  • Fence introduced to prevent incorrect decisions in state transitions

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