Kamya Shah

Kamya Shah

The Complete AI Guardrails Implementation Guide for 2026

The Complete AI Guardrails Implementation Guide for 2026

A practical guide to AI guardrails implementation covering prompt injection, PII, content safety, and how Bifrost enforces policies at the gateway layer. AI guardrails implementation is no longer optional for teams running LLMs in production. With the EU AI Act's high-risk obligations taking effect on August 2, 2026,

Semantic Caching for LLMs: Cut Cost and Latency at Scale

Semantic Caching for LLMs: Cut Cost and Latency at Scale

Semantic caching for LLMs reduces API cost and latency by serving cached responses to similar queries. Learn how Bifrost makes it production-ready. LLM API bills grow faster than traffic for almost every team that ships a chatbot, a RAG application, or an agent. Users rarely ask the exact same question

Top AI Conferences in the USA to Attend in 2026

Top AI Conferences in the USA to Attend in 2026

A chronological guide to the best AI conferences, summits, and developer events happening across the United States in 2026. The AI conference calendar for 2026 stretches across every major tech hub in the United States, from Las Vegas keynotes and San Francisco developer summits to research-heavy gatherings in San Diego

How to Track Per-Tool Costs Across MCP Servers

How to Track Per-Tool Costs Across MCP Servers

Track per-tool costs across MCP servers through Bifrost's gateway: per-execution audit logs, tool-scoped budgets, and unified cost attribution. As AI agents connect to more Model Context Protocol (MCP) servers, cost stops being a simple LLM token problem. A single agent run now spans filesystem calls, web searches, database

How to Connect Claude Code to 500+ MCP Tools Through One Gateway

How to Connect Claude Code to 500+ MCP Tools Through One Gateway

Connect Claude Code to 500+ MCP tools through Bifrost's single gateway endpoint. Centralize tool access, governance, and observability without config sprawl. Claude Code has become the default terminal agent for AI-assisted engineering, and the Model Context Protocol (MCP) ecosystem now exposes hundreds of tools across filesystem, database, web

Claude Opus 4.7 vs Qwen 3.6: Closed Frontier Meets Open-Weight Reasoning

Claude Opus 4.7 vs Qwen 3.6: Closed Frontier Meets Open-Weight Reasoning

Claude Opus 4.7 vs Qwen 3.6 compared on benchmarks, pricing, deployment, and agentic performance. Pick the right model (or route both) for your AI stack. On April 16, 2026, two of the most anticipated model releases of the year landed on the same day. Anthropic shipped Claude Opus

Best Claude Code Gateway to Govern Token Usage Per Team

Best Claude Code Gateway to Govern Token Usage Per Team

Bifrost is the best Claude Code gateway for governing token usage per team, with hierarchical budgets, virtual key scoping, model-tier restrictions, and real-time spend dashboards requiring zero workflow changes. Claude Code charges by API token consumption, and costs vary widely across developers. Anthropic's enterprise data shows an average