Control Plane
4 articles about control plane.
Why We Still Don't Have a Proper Control Plane for LLM Usage
·5 min read
LLM API costs need the same control plane infrastructure that manages cloud compute: rolling budgets, automatic model downgrade, per-project quotas, and real-time analytics. Here is how to build one now.
control-planellm-usagebudgetmodel-downgradeinfrastructure
Why We Need a Proper Control Plane for LLM Usage - Budget Caps and Semantic Caching
·2 min read
Budget caps per action and semantic caching can reduce LLM costs by 40%. The missing infrastructure layer for managing AI agent spending.
llmcost-managementcontrol-planesemantic-cachingbudget
Spawning 5+ Claude Agents in Parallel Makes Your API Bill a Second Rent Payment
·2 min read
Without a proper LLM control plane, parallel agents burn tokens on repeated context. Route simple tasks locally, batch API calls, and prune aggressively.
llmparallel-agentsapi-costscontrol-planebudgetinglocalllama
Your AI Agent Needs a Control Plane - LLM Routing, Token Budgets, and Fallbacks
·3 min read
Why AI agents need infrastructure for routing between Claude and local models, tracking token budgets, retrying with fallback, and audit logging.
llmcontrol-planeroutingtoken-budgetinfrastructure
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