Kamya Shah

Kamya Shah

Cost Tracking Claude Code with the Best Enterprise AI Gateway

Cost Tracking Claude Code with the Best Enterprise AI Gateway

TL;DR Claude Code usage can cost $100-200 per developer per month on API pricing, with heavy users burning through thousands. Without a gateway layer, enterprises have zero visibility into per-team or per-project spend. Bifrost, an open-source AI gateway built in Go, solves this with hierarchical budget management, virtual key-based

Semantic Caching for LLMs: How to Cut Token Spend with AI Gateways

Semantic Caching for LLMs: How to Cut Token Spend with AI Gateways

TL;DR Semantic caching matches LLM requests by meaning rather than exact text, enabling AI gateways to serve cached responses for semantically similar prompts. This can reduce token spend and latency dramatically. This article breaks down how semantic caching works at the gateway layer, then compares five platforms: Bifrost, Cloudflare

Top 5 MCP Gateways for Production AI Systems

Top 5 MCP Gateways for Production AI Systems

TL;DR MCP gateways have become essential infrastructure for deploying AI agents at scale, providing centralized authentication, observability, and tool governance between agents and external services. This article compares five leading MCP gateway platforms: Bifrost, Docker MCP Gateway, TrueFoundry, Kong AI Gateway, and Lasso Security, each serving distinct production needs

5 Best Tools to Implement Guardrails for AI Applications

5 Best Tools to Implement Guardrails for AI Applications

As LLM-powered applications move from prototypes to production, the risk of harmful outputs, data leakage, and prompt injection attacks grows significantly. Guardrails provide the safety layer between your AI models and your end users, scanning every input and output against defined policies to block, redact, or flag content that violates

AI Events to Attend This Summer 2026

AI Events to Attend This Summer 2026

1) AI and Data in Pharma & Healthcare Summit * Date: June 4-5, 2026 * Location: Boston, USA The AI and Data in Pharma & Healthcare Summit is a two-day gathering hosted by Berry Professionals at the Courtyard Boston Downtown. This non-vendor-driven event brings together senior data and AI leaders from major

Best Enterprise AI Gateway to Monitor and Optimize LLM Costs

Best Enterprise AI Gateway to Monitor and Optimize LLM Costs

TL;DR: Enterprise teams running LLM workloads at scale need an AI gateway that does more than just route requests. The best enterprise AI gateway should unify provider access, enforce budget controls, enable automatic failover, and deliver real-time cost visibility. Bifrost, the open-source AI gateway by Maxim AI, is purpose-built

Top 5 AI Evaluation Platforms to Ensure AI Quality

Top 5 AI Evaluation Platforms to Ensure AI Quality

TL;DR As AI agents move from prototypes to production, evaluation platforms have become essential infrastructure. This article covers the top 5 platforms for ensuring AI quality in 2026: Maxim AI for end-to-end simulation, evaluation, and observability; Arize AI for enterprise ML monitoring with LLM support; LangSmith for LangChain-native debugging;