Kamya Shah

Kamya Shah

OpenAI Responses API vs Chat Completions vs Anthropic Messages

OpenAI Responses API vs Chat Completions vs Anthropic Messages

The OpenAI Responses API is OpenAI's stateful, item-based interface for agentic apps, while Chat Completions and Anthropic Messages remain stateless message APIs. This guide compares the three on state, tools, reasoning, and retention, and shows how Bifrost serves all three formats.

FinOps for AI: Showback and Chargeback for LLM Spend

FinOps for AI: Showback and Chargeback for LLM Spend

FinOps for AI is the practice of making LLM and agent spend visible, attributable, and accountable to the teams that create it. This guide explains showback vs chargeback for AI, the attribution model AI spend needs, and how to build both from request-level data at the AI gateway.

Claude Code Hooks for Governance and Gateway Policy

Claude Code Hooks for Governance and Gateway Policy

Claude Code hooks are handlers that run at fixed points in a session and can allow, deny, or log what the agent does. This guide shows how to use Claude Code hooks for governance, how to lock them with managed settings, and where an AI gateway enforces identity, budgets, and tool access instead.

AI Access Control: How to Restrict Model Access by Role and Team

AI Access Control: How to Restrict Model Access by Role and Team

AI access control decides which models, providers, and tools each team, role, or user may call. This guide shows how to build per-team model allowlists in Bifrost, with a worked example, the exact config fields, and what a denied request returns.

Enterprise SSO for LLMs: SAML vs OIDC Setup Guide

Enterprise SSO for LLMs: SAML vs OIDC Setup Guide

Enterprise SSO for LLMs lets employees reach the AI gateway with their corporate identity, so roles, teams, and offboarding follow the directory. This guide compares SAML and OIDC, then walks through OIDC setup, claim mapping, SCIM provisioning, and audit logs in Bifrost.

Top 5 AI Inventory Tools to Track Every Model and AI App in 2026

Top 5 AI Inventory Tools to Track Every Model and AI App in 2026

An AI inventory is a continuously updated record of every model, provider, AI app, agent, and MCP server an organization uses. This guide compares five AI inventory tools, including Bifrost, Wiz AI-SPM, and ServiceNow AI Control Tower, by coverage, discovery method, and enforcement.

Top 5 Tools to Enforce an AI Usage Policy in 2026

Top 5 Tools to Enforce an AI Usage Policy in 2026

An AI usage policy defines which AI tools, models, and data employees may use; enforcement turns those rules into runtime checks. This guide compares Bifrost, Netskope One, Microsoft Purview, Akamai Workforce Protector, and WitnessAI by the policy clauses each can enforce.