Multi-Provider LLM Routing Without Running Your Own Proxy
Managed gateways eliminate the infrastructure tax of self-hosted routing.
Priya Subramaniam
Section
AI Infrastructure Build vs. Buy
7 stories in AI Infrastructure Build vs. Buy.
Managed LLM Gateway Providers Compared for Teams Skipping Proxy Ops
Managed gateways let teams skip infrastructure work while keeping routing control.
Céleste Beaumont-Jourdain
LLM Infrastructure Vendor Lock-In Risks
Four types of coupling quietly lock enterprises into single AI providers.
Céleste Beaumont-Jourdain
When to Build Custom LLM Infrastructure In-House
Most teams build custom LLM infrastructure by accident, not by design.
Priya Subramaniam
Inference vs Fine-Tuning for Production Deployment Decisions
Exhaust prompts, retrieval, and routing before committing to fine-tuning.
Priya Subramaniam
Operational Burden of LLM Provider Key Rotation at Scale
Managing multiple LLM provider keys at scale requires architectural solutions, not spreadsheets.
Priya Subramaniam
Shadow AI Risk in Ungoverned Engineering Teams
Unvetted AI tools in production code pose risks traditional governance can't catch.
Céleste Beaumont-Jourdain