Blog
Insights on AI cost optimization
Field notes on what AI agents really cost — and how to spend less without shipping less.
GuideJun 9, 2026 · 7 min read
How much does your AI agent actually cost?
We analyzed 50 AI agent deployments and found that the average team wastes 28% of their LLM spend. Here's how to find and fix it.
AnalysisJun 10, 2026 · 5 min read
GPT-4o vs Claude Haiku: when to use which
A data-driven comparison of model costs for common agent tasks. Spoiler: 73% of GPT-4o calls could run on Haiku.
TechnicalJun 11, 2026 · 6 min read
Let your agents manage their own budgets
How MCP Server enables AI agents to check budgets, auto-downgrade models, and self-throttle without human intervention.
EcosystemJun 12, 2026 · 6 min read
The AI Agent Cost Stack: who does what
An overview of the ecosystem: billing platforms for AI vendors, cost monitoring for AI operators, and how they work together.
Thought LeadershipJun 13, 2026 · 5 min read
The Agentic Cost Ratio: a new KPI for AI teams
Introducing the Agentic Cost Ratio — the relationship between what your agents cost and the value they produce.