Blog
Deep dives on agent inference optimization, session caching, and LLM cost reduction.
What OpenClaw's $1.3M Monthly Token Bill Teaches Us About Agent Economics
Peter Steinberger's 100-agent Codex fleet consumed 603 billion tokens in 30 days. The real story isn't the price tag — it's what this reveals about the economics of autonomous AI agents at scale.
The 5-Minute TTL: How Anthropic's Prompt Cache Quietly Broke Long-Running Agents
Anthropic's prompt caching promises up to 90% cost reduction — but with a hard 5-minute TTL that doesn't align with real agent workflows. Here's why that matters and what you can do about it.
Introducing Synrouter — The Inference API Built for AI Agents
Every agent team builds the same workarounds for stateless chat APIs. Synrouter is a drop-in inference gateway that cuts costs by up to 85% by aligning cache lifetimes with real user sessions.
How to Cut Claude Code API Costs by 85%
A practical guide to reducing your Claude Code inference costs with session-lifetime caching — no agent-side code changes required.