Articles tagged: cost optimization

5 articles

AI tools

Run AI Workloads on Any Cloud, Store on Hugging Face: Zero-Egress Storage with SkyPilot

SkyPilot enables AI teams to run jobs across any cloud provider while storing data on Hugging Face with zero egress fees, simplifying mult...

Jul 9, 20268 min
AI coding

Your Coding Agent Bill Doubled. Here’s How to Fix It.

Rising costs from AI coding agents can drain your budget. Learn practical strategies to audit usage, optimize prompts, and switch to cost-...

Jul 3, 20266 min
AI tools

We Built a Routing Layer to Cut Our AI Costs. It Broke the Product.

A team built a custom AI routing layer to reduce API costs, but it introduced latency, errors, and unpredictable behavior that degraded th...

Jun 30, 20267 min
Guides

LLMs Inside the Product: A Practical Field Guide

A hands-on guide to integrating large language models into products, covering architecture patterns, prompt engineering, cost optimization...

Jun 17, 20266 min
AI coding

How We Made Coding Agent Spend Predictable

Discover how we engineered a cost-predictable coding agent by combining token budgets, early stopping, and adaptive context management. Le...

Jun 16, 20266 min