Kamya Shah

Kamya Shah

A Complete Guide to AI Gateways for Enterprises

A Complete Guide to AI Gateways for Enterprises

An AI gateway is the centralized layer for every LLM, MCP, and coding agent request in an enterprise. This guide covers the core capabilities, seven evaluation dimensions, and the steps to deploy one in production.

MCP Security Best Practices: Enterprise Checklist 2026

MCP Security Best Practices: Enterprise Checklist 2026

An enterprise MCP security checklist covering authentication modes, tool filtering, least privilege, approval gating and audit logging.

Gemini API Pricing in 2026 and How to Cut What You Pay

Gemini API Pricing in 2026 and How to Cut What You Pay

TL;DR * Gemini 3.8 Flash, 3.7 Flash, and 3.6 Flash all bill at $0.75 per million input tokens and $3.75 per million output tokens on the standard paid tier, and all three rates double on January 1, 2027. * Gemini output pricing includes thinking tokens, so

Enterprise AI Guardrails for PII, Injection, and Toxicity

Enterprise AI Guardrails for PII, Injection, and Toxicity

How enterprise AI guardrails check prompts and responses for PII, prompt injection, toxicity and leaked credentials, then block or redact them.

What Is an MCP Gateway? Centralizing Agent Tool Access

What Is an MCP Gateway? Centralizing Agent Tool Access

An explanation of what an MCP gateway is and how it centralizes tool discovery, access control and execution for every AI agent.

MCP Tool Calling at Scale: Cutting Token Cost

MCP Tool Calling at Scale: Cutting Token Cost

TL;DR * Connecting 16 MCP servers to one agent puts 508 tool definitions into the model's context on every request, which consumed 75.1 million input tokens across a 65-query benchmark run. * MCP tool calling degrades as tool count grows because tool definitions are re-sent on

MCP Tool Calling at Scale: Cutting Token Cost

Claude Code Monitoring: How to Track Coding Agents

TL;DR * Coding agents authenticate directly to a model provider by default, so a team running Claude Code and Cursor has no single place where usage, cost, or prompts can be read. * Routing coding agents through an AI gateway makes every request observable without installing anything on a developer'