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Insights on AI agent cost tracking, LLM spend management, and building cost-aware agent systems.

Cost Optimization April 20, 2026 · 10 min read
5 Ways to Cut AI Agent Costs Without Killing Performance
Running 100+ AI agents? Five practical strategies to reduce LLM spend by 40-60% without degrading output quality. Model routing, caching, budgets, and more.
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Guide April 19, 2026 · 11 min read
How to Track Per-Agent LLM Costs (2026 Guide)
Most teams running AI agents have zero per-agent cost visibility. Here are three approaches — manual logging, provider dashboards, and dedicated tools — compared honestly.
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Tools April 5, 2026 · 12 min read
8 Developer Tools for AI Agent Cost Tracking (2026)
Eight independent teams built AI agent cost tracking tools in 18 months. Here's what each tool does, what it costs, and which one fits your stack.
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Comparison March 7, 2026 · 10 min read
Costline vs Portkey vs Helicone vs LangSmith
Portkey, Helicone, and LangSmith all miss per-agent cost attribution. Here's how they compare — and what the AI agent era actually needs.
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