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#system-reliability

Metastability in Recovery: Cascading Recovery with a Loop

Lobsters Hottest · 2026-07-06 Cached

Discusses how cascading recovery and feedback loops can cause metastable failures in distributed systems, preventing proper recovery.

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#system-reliability

Why Queues Don’t Fix Overload (And What To Do Instead)

Lobsters Hottest · 2026-06-07 Cached

Explains why unbounded queues are a bug in software systems, using Little's Law and the bathtub analogy to show that queues only absorb variance, not sustained load. Discusses latency death spirals and advocates for backpressure instead.

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#system-reliability

@rohit4verse: Building dumb AI Loops that ship is the current MOAT in Agentic systems. 88% of agent pilots ship this exact pattern an…

X AI KOLs Timeline · 2026-05-10

The article discusses common failure patterns in agentic AI systems, specifically 'dumb AI loops,' citing issues like state poisoning and data leaks observed in Claude Code deployments.

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