Kamya Shah

Kamya Shah

What Production AI Systems Need from an MCP Gateway in 2026

What Production AI Systems Need from an MCP Gateway in 2026

Production AI systems need an MCP gateway with access control, auth, token efficiency, and audit trails. Here's the 2026 checklist and how Bifrost meets it. Model Context Protocol moved out of the pilot phase in 2026. Enterprises that started experimenting with MCP in 2025 are now running it

Reducing Your OpenAI and Anthropic Bill with Semantic Caching

Reducing Your OpenAI and Anthropic Bill with Semantic Caching

Cut OpenAI and Anthropic API bills 40 to 70 percent with semantic caching. Learn how Bifrost's gateway-level cache captures redundant traffic at scale. OpenAI and Anthropic bills are growing faster than traffic for most teams shipping LLM features. Claude Opus 4.7 costs $5 per million input

The Complete AI Guardrails Implementation Guide for 2026

The Complete AI Guardrails Implementation Guide for 2026

A practical guide to AI guardrails implementation covering prompt injection, PII, content safety, and how Bifrost by Maxim AI enforces policies at the gateway layer. AI guardrails implementation is no longer optional for teams running LLMs in production. With the EU AI Act's high-risk obligations taking effect

Semantic Caching for LLMs: Cut Cost and Latency at Scale

Semantic Caching for LLMs: Cut Cost and Latency at Scale

Semantic caching for LLMs reduces API cost and latency by serving cached responses to similar queries. Learn how Bifrost makes it production-ready. LLM API bills grow faster than traffic for almost every team that ships a chatbot, a RAG application, or an agent. Users rarely ask the exact same

Top AI Conferences in the USA to Attend in 2026

Top AI Conferences in the USA to Attend in 2026

A chronological guide to the best AI conferences, summits, and developer events happening across the United States in 2026. The AI conference calendar for 2026 stretches across every major tech hub in the United States, from Las Vegas keynotes and San Francisco developer summits to research-heavy gatherings in San

How to Track Per-Tool Costs Across MCP Servers

How to Track Per-Tool Costs Across MCP Servers

Track per-tool costs across MCP servers through Bifrost's gateway: per-execution audit logs, tool-scoped budgets, and unified cost attribution. As AI agents connect to more Model Context Protocol (MCP) servers, cost stops being a simple LLM token problem. A single agent run now spans filesystem calls,

How to Connect Claude Code to 500+ MCP Tools Through One Gateway

How to Connect Claude Code to 500+ MCP Tools Through One Gateway

Connect Claude Code to 500+ MCP tools through Bifrost's single gateway endpoint. Centralize tool access, governance, and observability without config sprawl. Claude Code has become the default terminal agent for AI-assisted engineering, and the Model Context Protocol (MCP) ecosystem now exposes hundreds of tools across filesystem, database,