AAwxGlobalinawxglobal.hashnode.dev·May 8 · 4 min readPer-Agent Cost Tracking: Why Your LLM Analytics Are Probably WrongPer-Agent Cost Tracking: Why Your LLM Analytics Are Probably Wrong Your CFO asks why the OpenAI bill jumped 340% last month. You open your dashboard and see... one giant line item. Maybe you've got it broken down by API key, but three teams share the...00
AAwxGlobalinawxglobal.hashnode.dev·May 6 · 5 min readOpenAI API Key Rotation: Security and Cost Control for Production AgentsOpenAI API Key Rotation: Security and Cost Control for Production Agents Last month, one of our customer support agents went into a retry loop at 3 AM. By the time our on-call engineer woke up to the PagerDuty alert, we'd burned through $2,400 in Ope...00
AAwxGlobalinawxglobal.hashnode.dev·May 5 · 4 min readWhat happens when an AI agent hits a rate limit — and how to design around itWhat happens when an AI agent hits a rate limit — and how to design around it Your AI agent is processing customer support tickets at 3 AM. It's been running flawlessly for hours, then suddenly: RateLimitError: You exceeded your current quota. The ag...00
AAwxGlobalinawxglobal.hashnode.dev·May 4 · 4 min readPreventing CrewAI Budget Overruns: Hard Limits Per Agent RolePreventing CrewAI Budget Overruns: Hard Limits Per Agent Role A multi-agent CrewAI workflow spun up in production last month and burned through $340 in API costs before anyone noticed. The culprit? A research agent stuck in a loop, making hundreds of...00
AAwxGlobalinawxglobal.hashnode.dev·May 2 · 5 min readWhy Your LLM Agent Costs 10x More Than Your EstimateWhy Your LLM Agent Costs 10x More Than Your Estimate Your product manager approved the $500/month LLM budget. Two weeks later, you're staring at a $4,200 bill from OpenAI. The agent works perfectly in testing, but production is eating tokens like a m...00
