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Odock Blog: LLM Infrastructure, Security, and Cost Control

Practical articles for teams building AI products with multiple providers, MCP tools, security guardrails, and production governance requirements.

Featured article
AI Cost ManagementApril 27, 20267 min

How to Control LLM Costs with Virtual API Keys, Budgets, and Quotas

The fastest way to lose control of AI economics is to let every service hit providers directly with shared credentials. This article shows the operational model teams need instead.

llm cost controlvirtual api keysai budgets and quotastoken spend tracking
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What you should take away
  • Shared provider keys create poor attribution and weak cost governance.
  • Virtual API keys make it possible to assign isolated limits per tenant, team, project, or user.
  • Odock combines budgets, quotas, real-time monitoring, and provider flexibility to keep AI spend under control.
All articles
AI Gateway ComparisonApril 27, 202610 min

LiteLLM, Kong, Cloudflare, Portkey, and Odock: An Honest AI Gateway Comparison

Most AI gateways overlap on provider routing, logs, budgets, and guardrails. The real difference is the philosophy: model access, API management, edge control, hosted AI ops, cloud-native routing, or modular AI workflow governance.

litellm vs kongai gateway comparisonllm gateway comparison
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AI SecurityApril 27, 20267 min

Prompt Injection, Data Leakage, and Why LLM Guardrails Must Live in the Gateway

When every team handles AI security in its own service, protection becomes inconsistent. This article explains why gateway-level guardrails are the safer model and how that maps to Odock.

prompt injection protectionllm security guardrailsdata leakage prevention ai
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LLM InfrastructureApril 27, 20268 min

What Is an LLM Gateway and Why AI Teams Need One Before Production

As soon as AI moves beyond a prototype, teams hit provider sprawl, fragile routing, weak governance, and runaway cost. This article explains the job an LLM gateway actually does and why Odock exists.

llm gatewayai gatewaymulti-provider llm infrastructure
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LLM ReliabilityApril 26, 20268 min

How to Design Multi-Provider LLM Routing and Failover Before an Outage

A fallback provider is not a reliability strategy unless routing, permissions, budgets, and observability are already part of the request path.

llm failovermulti-provider routingai gateway reliability
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