1+ hour, 26+ min 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…...

3+ day, 19+ hour ago  (449+ words) The drivers are consistent across teams expanding beyond a single provider: A strong alternative should treat Bedrock as one provider among many while unifying the rest. Bifrost supports AWS Bedrock alongside 1, 000+ models through a single Open AI-compatible API. Bifrost is…...

2+ week, 1+ day ago  (291+ words) The need scales with adoption. A 2026 Cyberhaven Labs report found that frontier organizations now use more than 300 Gen AI tools and that agent-building platforms are spreading quickly across enterprises. As agents connect to more MCP servers, the gap between what…...

4+ week, 1+ day 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…...

4+ week, 1+ day 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, 16+ hour 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, 16+ hour 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, 16+ hour 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, 16+ hour ago  (594+ words) Most AI governance problems are not policy-design problems. They are distribution problems. A platform team can write a sensible policy for which models a department may use and how much it may spend, but enforcing that policy across hundreds of…...

1+ mon, 16+ hour 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…...