Kamya Shah

Kamya Shah

Top 5 Tools to Tackle Rate Limiting for LLM Apps

Top 5 Tools to Tackle Rate Limiting for LLM Apps

Compare the top 5 tools to tackle rate limiting for LLM apps with token-aware controls, multi-key pooling, automatic failover, and per-tenant governance at scale. Rate limiting is the most common production blocker for LLM applications. Provider-imposed ceilings on requests per minute (RPM) and tokens per minute

Top 5 OpenRouter Alternatives for Production AI Systems

Top 5 OpenRouter Alternatives for Production AI Systems

Compare the top 5 OpenRouter alternatives for production AI systems on latency, governance, self-hosting, MCP support, and zero-markup pricing at enterprise scale. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. OpenRouter alternatives for production AI

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