Kamya Shah

Kamya Shah

Top 5 AI Evals Platforms for AI Agent Reliability

Top 5 AI Evals Platforms for AI Agent Reliability

TL;DR: AI agents are moving from prototypes to production, but their non-deterministic, multi-step nature demands specialized evaluation infrastructure. This guide covers five leading evals platforms in 2026: Maxim AI for end-to-end simulation, evaluation, and observability; Langfuse for open-source tracing; Arize AI for enterprise ML and LLM monitoring; LangSmith for

Top 5 Enterprise AI Gateways for Tackling Rate Limiting in LLM Apps

Top 5 Enterprise AI Gateways for Tackling Rate Limiting in LLM Apps

TL;DR: Rate limiting is the most common production blocker for LLM applications at scale. Enterprise AI gateways solve this by pushing rate limit handling to the infrastructure layer, with intelligent load balancing, automatic failover, and token-aware controls. This article covers five gateways purpose-built for the problem: Bifrost, Cloudflare AI

Best AI Gateways for Centralized MCP Tool Routing

Best AI Gateways for Centralized MCP Tool Routing

TL;DR: As AI agents move into production, MCP gateways have become essential infrastructure for centralized tool routing, security, and observability. Bifrost leads with unified LLM and MCP routing at microsecond-level latency. Kong AI Gateway, Lasso Security, MintMCP, and IBM ContextForge each serve distinct use cases ranging from security-first deployments

Best LLM Gateways for Claude Code Multi-Model Routing

Best LLM Gateways for Claude Code Multi-Model Routing

TL;DR Claude Code is one of the most powerful agentic coding tools available today, but it routes all requests through Anthropic's models by default. LLM gateways solve this by enabling multi-model routing, automatic failover, cost control, and observability. This article evaluates five leading gateways for Claude Code:

Best AI Gateways for Routing Claude Code Requests in Production

Best AI Gateways for Routing Claude Code Requests in Production

TL;DR Running Claude Code in production demands more than raw API calls. You need intelligent routing, automatic failover, cost controls, and observability. This article covers five leading AI gateways for routing Claude Code requests: Bifrost, LiteLLM, Cloudflare AI Gateway, Kong AI Gateway, and OpenRouter. Bifrost leads with sub-11 microsecond

Top 5 Tools for Voice Observability in 2025

Top 5 Tools for Voice Observability in 2025

TL;DR Voice AI is moving fast, but monitoring what happens after deployment is still a blind spot for most teams. Voice observability tools help you trace conversations end-to-end, catch latency issues, detect hallucinations, and measure quality at scale. This article breaks down five platforms worth evaluating: Maxim AI, Arize

Best LiteLLM Alternatives in 2026

Best LiteLLM Alternatives in 2026

TL;DR LiteLLM's Python-based proxy remains popular for multi-provider LLM access, but its performance ceiling and lack of enterprise governance features push production teams toward stronger alternatives. This article covers five platforms worth evaluating in 2026: Bifrost (the fastest open-source AI gateway, built in Go), Cloudflare AI Gateway,