Blog | TrueFoundry

GPT-5.1 vs GPT-5: 9 Major Improvements You Need to Know

Discover everything new in GPT-5.1 — improved reasoning, personalization, multimodal intelligence, code upgrades, and real prompt examples. Compare GPT-5.1 vs GPT-5.

Multi-Agent Systems Explained: Why the Future of AI Is Collaborative

Explore how Multi-Agent Systems (MAS) enable intelligent, collaborative AI solutions. Learn their architecture, benefits, and how TrueFoundry powers scalable MAS deployments for real-world enterprise use cases.

Kimi-K2 Thinking: How you can try it right now using Truefoundry AI Gateway

Kimi-K2 leads agentic benchmarks with multi-step reasoning and tool orchestration. Spin it up fast using Truefoundry AI Gateway.

Cost Considerations of Using an AI Gateway: Optimizing Enterprise AI Spend

Learn how AI Gateways help enterprises monitor, control, and optimize LLM costs and how TrueFoundry enables predictable, governed AI spend.

AI Compliance for Enterprises: How AI Gateway Automates Responsible AI

Learn how AI compliance frameworks like the EU AI Act and NIST AI RMF guide responsible AI — and how TrueFoundry’s AI Gateway operationalizes compliance through unified logging, access control, and governance automation.

What Is an AI Governance Framework?

Learn how AI governance frameworks ensure responsible innovation and how TrueFoundry’s AI Gateway operationalizes governance through unified access, compliance, and observability across all models.

Geopatriation: Ensuring AI Data Sovereignty in the Era of Agentic AI

Discover how geopatriation is redefining cloud and AI strategy. Learn why data residency and sovereignty are critical in the era of Agentic AI, and how TrueFoundry’s AI Gateway enables secure, region-aware, and compliant AI infrastructure at global scale.

AI Interoperability: How AI Gateways Solve the Multi-Model Challenge

Learn how AI interoperability helps enterprises connect diverse models, agents, and tools seamlessly. Discover how TrueFoundry’s AI Gateway unifies APIs, enforces governance, and powers scalable, vendor-agnostic AI systems.

Data Residency in the Age of Agentic AI: How AI Gateways Enable Sovereign Scale and Compliance

Discover why data residency is becoming mission-critical in the era of Agentic AI. Learn how TrueFoundry’s AI Gateway enables enterprises to maintain sovereignty, compliance, and scale with region-aware routing, logging, and governance.

Agent Gateway: Unifying Multi-Agent AI Workflows for Enterprises

Explore the concept of Agent Gateway in AI systems and how it secures and scales agentic workflows.

Claude Code Limits Explained (2025 Edition)

Learn how Anthropic’s Claude Code rate limits work, from rolling windows to weekly caps and discover how TrueFoundry’s AI Gateway helps teams manage compute, optimize workflows, and ensure scalable, vendor-agnostic AI development.

Vendor Lock-In Prevention with TrueFoundry’s AI Gateway

Learn how AI model gateways prevent vendor lock-in by enabling interoperability, flexibility, and portability across model providers with TrueFoundry.

Building the Enterprise AI Control Plane: Gartner Insights and TrueFoundry’s Approach

Discover why Gartner’s 2025 Market Guide highlights AI Gateways as the new control layer for enterprise AI—powering governance, observability, and cost optimization with TrueFoundry.

What are AI Guardrails?

Learn how AI Guardrails in TrueFoundry’s AI Gateway ensure LLM safety, compliance, and governance through centralized, configurable enterprise controls.

What is Shadow AI?

TrueFoundry Accelerator Series: Querying Structured and Unstructured Data Seamlessly with MCP Tools

TrueFoundry Accelerator Series: Calender Scheduling Agent

Top 5 Obot MCP Gateway Alternatives

Top 5 AWS MCP Gateway Alternatives

Top 5 Kong AI Alternatives

TrueFoundry Accelerator Series: Building Enterprise-Grade Intent Classification with SetFit

TrueFoundry Accelerator Series: Intelligent Document Processing Accelerator

TrueFoundry and the MCP Gateway Revolution: Insights from Gartner’s 2025 Report

Discover why MCP Gateways are critical for enterprise AI governance and how TrueFoundry enables secure, scalable, and compliant AI integration.

Top 5 Helicone Alternatives

Top 5 Envoy Proxy Alternatives

Pangea Integration with TrueFoundry's AI Gateway

Patronus Integration with TrueFoundry's AI Gateway

TrueFoundry's Logging Architecture for AI Gateway

How decoupling storage and compute (S3 + Delta Lake) with DataFusion gave us fast, zero-maintenance LLM observability for our AI Gateway that stays inside your cloud.

Enterprise AI Security with MCP Gateway & Runtime Guardrails

Learn how an AI Gateway and an MCP Gateway stop prompt injection, prevent data leakage, add RBAC/observability, and enforce runtime guardrails—practical patterns and checklists for secure enterprise AI.

Cline Integration with TrueFoundry AI Gateway

Learn how to connect Cline to TrueFoundry AI Gateway in VS Code. Step by step setup with budgets rate limits and logs so teams can code faster with control.

What is MCP Proxy?

An MCP Proxy manages, routes, and secures requests across multi-agent systems, enabling seamless AI orchestration, monitoring, and efficient workflow automation.

What is a Virtual MCP Server?

Learn how a Virtual MCP Server powers multi-agent coordination, automates tasks, and connects diverse AI tools through a unified, virtualized control layer.

What is MCP Registry?

What is LLM Router?

Discover how an LLM Router optimizes AI workflows by automatically routing requests to the best large language model based on cost, performance, and context.

LiteLLM vs TrueFoundry AI Gateway: The Definitive Enterprise AI Gateway Comparison

Compare LiteLLM and TrueFoundry AI Gateway for developers vs enterprises—routing, integrated playgrounds, observability, audit logs, guardrails, and 24×7 on‑prem support

6 Best LLM Gateways in 2025

Nexos AI vs TrueFoundry: Features & Performance Comparison

Compare Nexos AI and TrueFoundry across features, performance, deployment, and pricing to choose the right MLOps platform for your AI/ML workflows.

An Architect’s POV: What an Ideal Gen-AI Application Stack Must Deliver

From security and data residency to latency and cost control—an architect’s guide to the ideal Gen-AI stack for on-prem deployments with TrueFoundry.

What Is MCP Hub?

MCP vs API - Which Is Best ?

What Is AI Model Deployment ?

Discover what AI model deployment means, how it works, and why it’s critical for scaling machine learning. Learn the process, challenges, and best practices for deploying AI models in production.

MCP vs A2A: Key Differences, Use Cases, and Enterprise Integration

Compare MCP (Model Context Protocol) and A2A (Application-to-Application) integration. Learn their core differences, benefits, and when to use each for enterprise and AI-driven workflows.

Best MCP Automation Platforms for Enterprise

TrueFoundry and Cerebras Announce Strategic Partnership

Discover how TrueFoundry and Cerebras partner to deliver high-performance, governed, and scalable AI solutions for enterprises worldwide.

Helicone vs Portkey – Key Features, Pros & Cons

Unsure between Helicone and Portkey? Learn how they stack up on observability, cost optimization, and deployment to find the right LLM platform.

Langfuse vs Portkey – Key Differences & Features

AI Gateway vs API Gateway: Know The Difference

Learn how an API Gateway differs from an AI Gateway. Compare features, use cases, and benefits to understand which solution fits your architecture.

What is AI Agent Registry

The Messy Middle: Surviving the Transition from Rule-based IVR to Agentic systems

Discover how enterprises can survive the messy middle of customer experience transformation—navigating the limitations of legacy rule-based IVR and the challenges of adopting LLM-driven agentic systems. This blog by Pavel Fomitchov explores why businesses can’t wait on AI adoption, the hybrid approach powering real-world use cases, and the tradeoffs leaders must consider to balance efficiency, compliance, and customer satisfaction at scale.

Top Agentic AI Platforms in 2025

What Is Generative AI Gateway?

Leverage the Generative AI Gateway to unify model access, accelerate innovation, and streamline AI-driven workflows across your business.

What Is LLM Proxy?

Discover how an LLM proxy simplifies model access, improves security, and enables scalability. Learn its benefits for enterprises managing multiple large language models.

Mcp Server Security Best Practices

Discover essential MCP server security best practices—authentication, RBAC, runtime AI security, and observability—with TrueFoundry’s MCP Gateway.

Mapping the On-Prem AI Market: From Chips to Control Planes

A practical map of the on-prem AI stack—from GPUs and InfiniBand to Kubernetes, Triton/vLLM and AI gateways—plus vendor picks, cost control and governance.

AI Gateways: From Outage Panic to Enterprise Backbone

As AI becomes mission-critical, enterprises need a trusted control layer. This post explores how AI Gateways—a technology recognized by Gartner —solve challenges with reliability and spiraling costs

LangGraph vs n8n: Choosing the Right Workflow Framework

Compare n8n and LangGraph for automation and AI workflows. Learn the key differences, strengths, and best use cases to choose the right framework.

Langflow vs LangGraph: Which LLM Framework Fits Best?

Compare Langflow and LangGraph for LLM apps. Learn how Langflow enables visual prototyping while LangGraph powers stateful, production-ready AI workflows.

LLamaIndex vs LangGraph: Comparing LLM Frameworks

Discover the key differences between LLamaIndex and LangGraph. Learn which framework fits best for RAG, workflows, and building production-ready AI apps.

AutoGen vs LangGraph: Comparing Multi-Agent AI Frameworks

Crewai vs LangGraph: Know The Differences

Cost tracking Claude Code with TrueFoundry's AI Gateway

Learn how to effectively track and manage the costs of using Claude with TrueFoundry's AI Gateway. This guide provides step-by-step instructions to optimize your spending.

Langchain vs Langgraph: Which is Best For You?

5 Best AI Gateways in 2025

Explore the best AI gateways that streamline LLM access, boost performance, ensure security, and enable monitoring for enterprise-scale AI applications.

MCP Registry and AI Gateway

MCP Server Authentication

Palo Alto Prisma integration with TrueFoundry's AI Gateway

Secure every AI request with Prisma AIRS via TrueFoundry AI Gateway. Block prompt injection, prevent data leaks, add guardrails, and scale safely across models.

LLM Load Balancing

LangChain integration with Truefoundry

Supercharge your LangChain apps. Learn how to deploy, monitor, and trace LLM applications in production using Truefoundry's unified AI Gateway.

Cursor integration with Truefoundry

Learn how to integrate the Cursor AI editor with the TrueFoundry AI Gateway. Centralize API keys, gain full observability, and control LLM costs and security.

Self Host n8n with TrueFoundry

A step by step guide to easily deploy and self host the open-source workflow automation tool, n8n, on your own Kubernetes cluster using the TrueFoundry platform.

Observability in AI Gateway

Top 5 MCP Gateways of 2025

Discover the best MCP gateways for secure, scalable AI tool access. Compare top platforms for model routing, observability, authentication, and cost control.

Multi-Agent System with MCP: An Illustrative Sales Success Story

A Partnership for Responsible AI: Truefoundry and Enkrypt AI

TrueFoundry and Enkrypt AI partner to offer a full-stack solution for AI governance, security, and compliance. Learn how the combined power of an AI Gateway and advanced guardrails enables responsible AI deployment for enterprises.

Dify Integration with TrueFoundry's AI Gateway

Learn to integrate Dify, the open-source low-code AI platform, with the TrueFoundry AI Gateway. Gain enterprise AI governance, cost management, and robust security for your applications.

n8n integration with TrueFoundry's AI Gateway

Scale your n8n workflows with enterprise-grade security, cost management, and observability. Learn to integrate n8n with the TrueFoundry AI Gateway in 3 simple steps.

Integrating AnythingLLM with TrueFoundry's AI Gateway

Connect AnythingLLM to TrueFoundry’s AI Gateway in minutes. Step-by-step setup, cost controls, security, and low-code automation best practices for enterprise AI teams.

On Premise AI Platform

Discover everything you need to know about on premise AI platforms. Learn why enterprises prefer on premise AI, explore real-world benefits, implementation steps, best practices, and how TrueFoundry delivers an all-in-one enterprise-grade solution.

LLM Cost Tracking Solution: Observability, Governance & Optimization

Implement a comprehensive LLM cost tracking solution and achieve granular observability, proactive governance, and ongoing optimization—including self-hosting, fine-tuning, routing, and more.

What Is MCP Server? A Brief Explanation

LLM in Enterprise : A Complete Guide

Explore how enterprise LLMs are transforming business operations in 2025. Learn key use cases, challenges, platforms, and how to deploy LLMs securely at scale.

Building Low-Code AI Agent with Flowise on TrueFoundry AI Gateway

LLM Observability Tools

Discover the 7 best LLM observability tools to monitor, evaluate, and optimize large language model performance. Compare features, pricing, and use cases.

MCP vs RAG : Know The Key Differences

What Are Multi-Agent Systems?

LiteLLM vs OpenRouter: Which is Best For You ?

What is LLM Observability ? Complete Guide

LLM observability is the end-to-end practice of instrumenting, collecting, and analyzing every inference event in a language model pipeline. It combines two core layers

Victorialogs vs Loki - Benchmarking Results

How TrueFoundry’s AI Gateway Makes MCP Enterprise‑Ready

Unlock agentic AI across your organization with an MCP Gateway for enterprises. TrueFoundry's AI Gateway solves MCP scaling challenges like access control, security, and observability by providing a unified control plane. Securely register, deploy, and manage all your MCP servers with OAuth-backed authentication, fine-grained permissions, and complete audit trails to turn siloed APIs into powerful, enterprise-ready AI agents

Accelerate Data Processing 30–40× with NVIDIA RAPIDS on TrueFoundry

See how TrueFoundry + NVIDIA RAPIDS turbo-charges pandas & Spark jobs, cutting ETL runtimes by 30-40× with GPUs—benchmarks + quick-start guide inside.

Model Context Protocol (MCP) Server in Enterprises

Learn how TrueFoundry’s MCP (Model Control Plane) server delivers centralized policy, observability, and security control across enterprise LLM pipelines—integrating seamlessly with LLM Gateway for scale and governance.

What is MCP ? How Does it Work ?

What is AI Gateway ? Core Concepts and Guide

TrueFoundry’s AI Gateway centralizes LLM routing, security, rate‑limiting, load balancing, observability, RBAC, and cost management—empowering enterprises with scalable, secure AI infrastructure.

Agentic AI in Enterprises: A Blueprint for Scaling Intelligence and Automation

Load Balancing in AI Gateway: Optimizing Performance

Discover how TrueFoundry’s AI Gateway offers weight‑based and latency‑based load balancing across multiple LLM endpoints—ensuring high availability, consistent latency, error resilience, and seamless canary rollouts via simple YAML configuration.

AI Guardrails in Enterprise: Ensuring Safe Innovation

How to Think About AI Gateway Architecture in the Generative AI Stack

How to Think About Gateway Architecture in the Generative AI Stack

AI Gateway: The Central Control Pane of Today’s Generative AI Infrastructure

Inside the Model Context Protocol (MCP): Architecture, Motivation & Internal Usage

How should Enterprises evaluate LLM Gateway for Scale?

Learn how enterprises can effectively evaluate LLM Gateways to ensure scalability, performance, and security in large language model deployments. Discover key factors for making informed decisions.

TrueFoundry Blog

Kimi-K2 Thinking: How you can try it right now using Truefoundry AI Gateway

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GPT-5.1 vs GPT-5: 9 Major Improvements You Need to Know

Building the Enterprise AI Control Plane: Gartner Insights and TrueFoundry’s Approach

Kimi-K2 Thinking: How you can try it right now using Truefoundry AI Gateway

What is a Virtual MCP Server?

Recent posts

GPT-5.1 vs GPT-5: 9 Major Improvements You Need to Know

Multi-Agent Systems Explained: Why the Future of AI Is Collaborative

Building the Enterprise AI Control Plane: Gartner Insights and TrueFoundry’s Approach

Kimi-K2 Thinking: How you can try it right now using Truefoundry AI Gateway

Cost Considerations of Using an AI Gateway: Optimizing Enterprise AI Spend

AI Compliance for Enterprises: How AI Gateway Automates Responsible AI

What Is an AI Governance Framework?

Geopatriation: Ensuring AI Data Sovereignty in the Era of Agentic AI

AI Interoperability: How AI Gateways Solve the Multi-Model Challenge

Data Residency in the Age of Agentic AI: How AI Gateways Enable Sovereign Scale and Compliance

Agent Gateway: Unifying Multi-Agent AI Workflows for Enterprises

Claude Code Limits Explained (2025 Edition)

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GPT-5.1 vs GPT-5: 9 Major Improvements You Need to Know

Multi-Agent Systems Explained: Why the Future of AI Is Collaborative

Kimi-K2 Thinking: How you can try it right now using Truefoundry AI Gateway

Cost Considerations of Using an AI Gateway: Optimizing Enterprise AI Spend

AI Compliance for Enterprises: How AI Gateway Automates Responsible AI

What Is an AI Governance Framework?

Geopatriation: Ensuring AI Data Sovereignty in the Era of Agentic AI

AI Interoperability: How AI Gateways Solve the Multi-Model Challenge

Data Residency in the Age of Agentic AI: How AI Gateways Enable Sovereign Scale and Compliance

Agent Gateway: Unifying Multi-Agent AI Workflows for Enterprises

Claude Code Limits Explained (2025 Edition)

Vendor Lock-In Prevention with TrueFoundry’s AI Gateway

Building the Enterprise AI Control Plane: Gartner Insights and TrueFoundry’s Approach

What are AI Guardrails?

What is Shadow AI?

TrueFoundry Accelerator Series: Querying Structured and Unstructured Data Seamlessly with MCP Tools

TrueFoundry Accelerator Series: Calender Scheduling Agent

Top 5 Obot MCP Gateway Alternatives

Top 5 AWS MCP Gateway Alternatives

Top 5 Kong AI Alternatives

TrueFoundry Accelerator Series: Building Enterprise-Grade Intent Classification with SetFit

TrueFoundry Accelerator Series: Intelligent Document Processing Accelerator

TrueFoundry and the MCP Gateway Revolution: Insights from Gartner’s 2025 Report

Top 5 Helicone Alternatives

Top 5 Envoy Proxy Alternatives

Pangea Integration with TrueFoundry's AI Gateway

Patronus Integration with TrueFoundry's AI Gateway

TrueFoundry's Logging Architecture for AI Gateway

Enterprise AI Security with MCP Gateway & Runtime Guardrails

Cline Integration with TrueFoundry AI Gateway

What is MCP Proxy?

What is a Virtual MCP Server?

What is MCP Registry?

What is LLM Router?

LiteLLM vs TrueFoundry AI Gateway: The Definitive Enterprise AI Gateway Comparison

6 Best LLM Gateways in 2025

How TrueFoundry’s AI Gateway Makes MCP Enterprise‑Ready