cd/entity/Puppetmaster· home entities Puppetmaster
grep -l @puppetmaster /news/*.json | wc -l → 2

Puppetmaster

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14:31
2026-08-27
github.com
ai-agents

Reducing Grok Bot consumption with durable state

Automaton's durable-state redesign cut GrokBot inference calls by 95%, with 19 of 20 turns served from a local SQLite store instead of replaying model context. The architecture treats context as a cac…

// co-occurs with top 8 entities
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