Kamya Shah

Kamya Shah

Using an MCP Gateway with Claude Code: How Bifrost Centralizes Tool Access for Agentic Coding

Using an MCP Gateway with Claude Code: How Bifrost Centralizes Tool Access for Agentic Coding

TL;DR: Claude Code is a powerful terminal-based coding agent, but managing multiple MCP servers alongside it creates tool sprawl and security gaps. Bifrost, the open-source LLM gateway by Maxim AI, acts as an MCP gateway that centralizes tool connections, governance, and observability for Claude Code. Route all your Claude

Tracking Costs of Claude Code with Enterprise AI Gateway Solutions

Tracking Costs of Claude Code with Enterprise AI Gateway Solutions

TL;DR: Claude Code adoption is accelerating across engineering teams, but its token-based pricing can spiral without proper controls. Anthropic's built-in /cost command offers basic visibility, but enterprise teams need more: per-developer budgets, team-level attribution, multi-provider cost tracking, and automated spend enforcement. Bifrost, the open-source AI gateway by

Scaling Claude Code Deployments with Enterprise AI Gateway Solutions

Scaling Claude Code Deployments with Enterprise AI Gateway Solutions

TL;DR: Claude Code is transforming developer productivity, but scaling it across enterprise teams introduces cost control, provider lock-in, and observability challenges. Bifrost, Maxim AI's open-source LLM gateway, solves these by sitting between Claude Code and AI providers, delivering centralized governance, multi-model flexibility, and built-in monitoring with a

Top 5 Tools for Monitoring AI Applications in 2025

Top 5 Tools for Monitoring AI Applications in 2025

TL;DR Monitoring AI applications in production requires specialized tools that go beyond traditional APM. This article covers the top 5 platforms for AI monitoring: Maxim AI (best for end-to-end AI evaluation and observability), Datadog LLM Observability (best for teams already on Datadog), LangSmith (best for LangChain-native workflows), Arize AI

Top 5 Enterprise AI Gateways to Reduce LLM Cost and Latency

Top 5 Enterprise AI Gateways to Reduce LLM Cost and Latency

As enterprise LLM spending continues to surge, with 72% of organizations expecting their AI budgets to increase, the infrastructure layer between your application and model providers has become mission-critical. AI gateways solve a growing set of production challenges: fragmented provider APIs, unpredictable outages, runaway token costs, and zero visibility into

Best Voice Agent Evaluation Tools in 2026

Best Voice Agent Evaluation Tools in 2026

Voice AI agents are quickly becoming the backbone of customer support, sales outreach, and automated workflows. But unlike text-based applications, voice introduces a unique layer of complexity. Latency above 800ms breaks conversational flow. Background noise and regional accents degrade transcription accuracy. Users interrupt, change their minds mid-sentence, and express frustration

Top 5 AI Observability Platforms for Production AI Systems in 2026

Top 5 AI Observability Platforms for Production AI Systems in 2026

TL;DR AI observability is now foundational infrastructure for teams running LLMs and agents in production. This guide covers the five leading platforms in 2026: Maxim AI, Arize AI, LangSmith, Langfuse, and Galileo, with an overview, key features, and ideal use cases for each. Why AI Observability Matters in 2026