17 lines
1.7 KiB
JSON
17 lines
1.7 KiB
JSON
{
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"text": "What running AI agents in production taught us 👇\n\n🔍 Week one: 611 of 612 agent sessions were empty polling cycles. About 31M tokens spent on “nothing happened”.\n⚡ The fix: event-driven agents. Idle token cost dropped by 95%.\n👀 Autonomy without visibility is just anxiety: leaderboard, work/idle accounting, daily reports.\n⏱ ~4 minutes for a board decision to become law on every agent.\n🔁 3 model migrations, zero harness loss.\n🛡 Money stays human-gated. Every action is an auditable event. Kill-switch per agent.\n\nEvery number here is a log, not an aspiration.\nMore at cil.by\n\n#AIagents #AI #Startups #Automation #BuildInPublic",
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"x": [
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"What running AI agents in production taught us 🧵\n\nWeek one: 611 of 612 agent sessions were empty polling. ~31M tokens on “nothing happened”.\n\nEvent-driven fixed it: idle token cost −95%.",
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"~4 min from a board decision to law on every agent.\n3 model swaps, zero harness loss.\nMoney stays human-gated; every action is an auditable event.\n\nEvery number is a log, not an aspiration → cil.by"
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],
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"alt": [
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"Cover: What running AI agents in production taught us. Alex Shkor, Shkor Labs & Cooperative 42",
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"611/612 agent sessions in week one were empty polling cycles",
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"Make agents event-driven, not scheduled: idle token cost dropped by 95%",
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"Autonomy without visibility is just anxiety",
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"About 4 minutes for a board decision to become law on every agent",
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"Swap the model, keep the harness: 3 model migrations, zero harness loss",
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"Guardrails: revenue-weighted score, human-gated money, auditable events, per-agent kill-switch",
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"Every number here is a log, not an aspiration. cil.by"
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]
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}
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