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12+ hour, 22+ min ago (239+ words) Our Q2 LLM infrastructure bill came in at $31k against a $12k budget. After reverse-engineering every line item, we found that naive token math (multiplying input + output tokens from a model pricing page) completely fails once you run multi-turn agentic loops in production....
Your LLM bill isn't a mystery, it's a missing layer
13+ hour, 7+ min ago (362+ words) Most teams find out their LLM costs are a problem the same way: the invoice shows up, it's bigger than expected, and nobody can say exactly why. Not because the spend is random. Because nobody is watching the layer where…...
Self-host Odoo CRM Ubuntu Linux
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Hard Spend Ceilings, Budget Alerts, and Node.js Runaway Workload Drills
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The 5 Red Flags That Made Me Reject 5 Shopify Agencies
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How I Built a 30-Day Content Calendar in 15 Minutes (Without AI Slop)
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