AI Spend Management
Token Cost Attribution by Team and Project
Real attribution requires tagging requests before they leave your system.
Naomi Vance
Staff Writer · · 15 min read
LLM Router Stack
LLM Fallback Chains for Provider Outages
Centralize fallback logic in a gateway to survive provider outages without duplicating retry code.
Yuki Ashworth
DeepSeek Pricing Tiers and Enterprise Cost Implications
DeepSeek's two tiers price differently by time and caching, upending flat-rate budget models.
Priya Yamada
AI Orchestration via a Unified LLM Gateway
One unified endpoint handles routing, costs, and failover across all your AI providers.
Anaya Kowalski
Cost-Quality Tradeoff Framework for LLM Selection
Teams waste more money defaulting to one expensive model than picking the right one for each task.
Lena Alvarez
Azure OpenAI Pricing Breakdown for Engineering Teams
How deployment type, billing mode, and output costs compound to inflate your actual invoice.
Ezra Vance
Open Source LLMs for Production Coding Workflows
Licensing and reproducibility matter more than benchmark scores when selecting production models.
Selin Reyes
Unified Routing Across LLM Providers in Production
A routing layer centralizes multi-provider LLM decisions to cut costs and operational overhead.
Lena Rahman