Posts tagged "costs"
Measuring whether agents help: outcomes over impressions
AI productivity measurement needs outcomes, not impressions: accepted changes, review time, rework and cost per accepted change, with a metric tree.
Ops series: capacity, rate limits and runaway agents
LLM rate limiting for agents: nested run, agent, tenant and provider limits stop one looping agent from starving the rest. With a config sketch and alerts.
Ops series: LLM FinOps for agents, attributing every token
LLM FinOps applies the cloud playbook to agents: tag every run, attribute spend per key and team, set budgets, alert early and export usage to cost reports.
BYOK for agent platforms: your keys, your providers, your bill
BYOK LLM explained: the platform calls model providers with your own keys and contracts. Gateways, catalogs, per-key spend tracking and BYOK's limits.
LLM cost optimization for agents: caching, code execution and budgets
LLM cost optimization for agents: where prompt caching pays off, when code execution beats tool calls, and why hard per-run token budgets protect security too.
Cost is a platform concern: budgets, per-agent and per-tenant attribution, export
Agent systems can fail financially while working technically. open-agentix prices every step, attributes it to tenant, agent and use case, stops runs at their budget and exports the lines.