AI Observability Sessions, Traces, and Spans in LLM Systems
Sessions, traces, and spans let you see exactly where LLM systems actually fail.
Søren Achebe
Section
LLM Gateway Architecture
7 stories in LLM Gateway Architecture.
LLM Gateway Integration with Existing API Infrastructure
One API consolidates dozens of LLM providers into a unified control layer.
Søren Achebe
Gateway-Layer Observability vs. Provider Dashboard Visibility
Gateway-layer observability reveals cross-provider costs and failures before they happen, not after.
Tatiana Osei-Mensah
OpenAI Rate Limit Tiers and Gateway-Layer Management
A gateway layer handles rate limits the tier structure won't, through queuing and smart routing.
Søren Achebe
LLM Proxy vs. LLM Gateway Architectural Differences
Proxies move traffic; gateways enforce who gets to send it and under what rules.
Tatiana Osei-Mensah
Eliminating Provider Credential Sprawl in AI Teams
AI-assisted code leaks credentials twice as fast as human-written code.
Tatiana Osei-Mensah
LLM Gateway Architecture for Production AI Teams
A reverse proxy that unifies multiple LLM providers, credentials, and spend tracking in one place.
Søren Achebe