AI Spend Management
Token Cost Attribution by Team and Project
Real LLM cost attribution requires tagging requests at the gateway, not reconstructing them later.
Marcus Oyelaran
· 15 min read
LLM Router Stack — Page 4
LLM Fallback Chains for Provider Outages
Centralize fallback logic in a gateway to survive provider outages without duplicating retry code.
Céleste Beaumont-Jourdain
DeepSeek Pricing Tiers and Enterprise Cost Implications
DeepSeek's two tiers price differently by time and caching, upending flat-rate budget models.
Devon Katsaros
AI Orchestration via a Unified LLM Gateway
One gateway unifies model APIs, routing, costs, and observability across your stack.
Priya Subramaniam
Cost-Quality Tradeoff Framework for LLM Selection
Teams waste more money defaulting to one expensive model than picking the right one for each task.
Devon Katsaros
Azure OpenAI Pricing Breakdown for Engineering Teams
How deployment type, billing mode, and output costs compound to inflate your actual invoice.
Marcus Oyelaran
Open Source LLMs for Production Coding Workflows
Governance and routing are the real production challenge for open-source coding models.
Céleste Beaumont-Jourdain
Unified Routing Across LLM Providers in Production
Centralized gateways eliminate scattered API keys and duplicated retry logic across services.
Devon Katsaros