Kamya Shah

Kamya Shah

Top 5 AI Gateways to Secure Your AI Apps in 2026

Top 5 AI Gateways to Secure Your AI Apps in 2026

Compare the top 5 AI gateways to secure your AI apps: prompt injection defense, PII redaction, governance, audit logs, and policy enforcement at the gateway layer- 1)Bifrost 2)LiteLLM 3)Kong 4)Cloudflare 5)AWS Bedrock AI gateways have become the security control plane for production LLM applications. As

Evaluating AI Agents: Metrics and Best Practices

Evaluating AI Agents: Metrics and Best Practices

TL;DR AI agents represent a fundamental shift from traditional LLM applications, requiring specialized evaluation frameworks that go beyond single-turn metrics. Effective agent evaluation combines system efficiency metrics (token usage, completion time, tool calls) with agent quality metrics (task success, trajectory analysis, tool correctness) across both session and node

Top 5 AI Agent Evaluation Platforms in 2025

Top 5 AI Agent Evaluation Platforms in 2026

As AI agents move into production, evaluation is no longer optional. According to LangChain's 2026 State of AI Agents report, 57% of organizations now have agents in production, with quality cited as the top barrier to deployment by 32% of respondents. Unlike traditional software, agents are non-deterministic

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-

Managing OpenAI Rate Limits at Scale: A Practical Guide

Managing OpenAI Rate Limits at Scale: A Practical Guide

Managing OpenAI rate limits at scale requires more than retries. Learn how to architect resilient AI infrastructure with weighted keys, fallbacks, and budgets. Managing OpenAI rate limits at scale is one of the first hard infrastructure problems every team running production LLM applications hits. A workload that runs cleanly at

Best AI Observability Tools in 2026: A Buyer's Guide for Production Teams

Best AI Observability Tools in 2026: A Buyer's Guide for Production Teams

The best AI observability tools in 2026 combine distributed tracing, online evaluation, and data curation. Compare leading platforms and how to choose. AI observability has shifted from a nice-to-have dashboard to a baseline requirement for any team running LLM applications in production. The best AI observability tools in

5 Enterprise AI Gateways for LLM Cost Control in 2026

5 Enterprise AI Gateways for LLM Cost Control in 2026

Compare 5 enterprise AI gateways that control LLM costs with semantic caching, budget controls, and per-key rate limiting. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, reliability, and cost controls. LLM spend has moved from a line item