10+ hour, 29+ min ago   (1273+ words) AI agent governance in production begins with an inventory, not a control document. Before any rule is written, an enterprise needs the real list: which models are called, which providers hold the credentials, which MCP servers are connected, and which…...

4+ week, 1+ day ago   (640+ words) A multi-provider AI gateway is a single entry point that routes, authenticates, governs, and observes traffic to multiple LLM providers through one API. The strongest platforms cover three pillars at once, and weakness in any one pillar pushes operational risk…...

1+ mon, 4+ week ago   (605+ words) Kong AI Gateway extends Kong's mature API management platform with LLM-specific plugins such as AI Proxy and AI Proxy Advanced. For organizations already standardized on Kong across their broader API estate, that is a natural add-on. The friction appears when…...

1+ mon, 4+ week ago   (337+ words) When a rule matches, Bifrost sends the relevant text (the prompt for input rules, the completion for output rules) to Patronus's /v1/evaluate endpoint along with the full evaluator set. Patronus runs every configured evaluator against the text and returns a…...

1+ mon, 4+ week ago   (704+ words) AI guardrails are runtime controls that validate every prompt and response flowing through an LLM application, blocking harmful content, redacting sensitive data, and enforcing policy before a request reaches a model or returns to a user. They sit between the…...

1+ mon, 4+ week ago   (832+ words) Virtual keys are the primary governance entity in Bifrost. A virtual key is a credential that applications use to authenticate, and it carries its own access permissions, budgets, and rate limits. Instead of distributing raw provider API keys to every…...

1+ mon, 4+ week ago   (590+ words) Per-team cost attribution is the practice of mapping every dollar of AI provider spend back to the team, application, or project that generated it, rather than reading a single aggregated invoice. It requires tagging each request with an owning dimension,…...

1+ mon, 4+ week ago   (1026+ words) The five techniques below address this at different layers: how tools are presented to the model, which tools are accessible per request, how responses are reused, which provider handles each request, and how spending is bounded before it escalates. The…...

1+ mon, 4+ week ago   (855+ words) The right multi-provider AI gateway depends on scale, provider mix, and operational requirements. These are the criteria that matter most when routing across OpenAI, Anthropic, and Bedrock in production: The LLM Gateway Buyer's Guide provides a detailed capability matrix for…...

1+ mon, 4+ week ago   (730+ words) An AI gateway for coding agents is a unified entry point that routes, authenticates, observes, and governs the model traffic generated by tools like Claude Code and Codex CLI. Without one, each developer points an agent directly at a provider API,…...