July 2026
Your Agent Reads 150,000 Tokens Before It Sees the Request
Connect a dozen MCP servers to an agent and you pay for every tool definition on every turn, before the user has said a word.LLM Model Routing: Cut AI Costs Without Losing Quality
Sending every request to your most expensive model is the fastest way to burn budget.Context Compaction for Long-Running AI Agents
Long-running AI agents fail when context grows without bound, blowing up token costs, latency, and reliability.