Kuldeep Paul

Kuldeep Paul

Agentic AI | LLM | Product Management | Product Marketing | Data Science | SaaS

Top 5 MCP Gateways in 2025: The Complete Guide to Enterprise-Ready AI Agent Infrastructure

Top 5 MCP Gateways in 2025: The Complete Guide to Enterprise-Ready AI Agent Infrastructure

TL;DR: Model Context Protocol (MCP) gateways have become essential infrastructure for production AI agents. This guide evaluates the top 5 MCP gateway solutions in 2025: Bifrost leads with its developer-first approach and comprehensive feature set including sub-3ms latency, built-in tool registry, and seamless integration capabilities. TrueFoundry offers unified AI

Top 5 AI Evaluation Platforms in 2025: Why API Endpoint Based Testing Matters for Agent Development

Top 5 AI Evaluation Platforms in 2025: Why API Endpoint Based Testing Matters for Agent Development

TL;DR Choosing the right AI evaluation platform significantly impacts development velocity and agent quality. This analysis compares five leading platforms: Maxim AI, Langfuse, Arize, Galileo, and Braintrust. While most platforms require SDK integration into your codebase, Maxim uniquely offers HTTP API endpoint-based testing, allowing teams to evaluate agents through

Top 5 LiteLLM Alternatives in 2025

Top 5 LiteLLM Alternatives in 2025

TL;DR As enterprise LLM spending surges past $8.4 billion in 2025, teams building production AI applications need LLM gateways that scale without becoming bottlenecks. While LiteLLM has been a popular choice for multi-provider routing, production teams increasingly face performance degradation, memory leaks, and latency overhead issues at scale.

Best Braintrust Alternative in 2025: Why Teams Choose Maxim AI

Best Braintrust Alternative in 2025: Why Teams Choose Maxim AI

Introduction As AI agents transition from experimental prototypes to production-critical systems, teams need comprehensive platforms that support the entire AI lifecycle. While evaluation is essential, building reliable agents requires simulation capabilities, detailed tracing, and seamless collaboration between engineering and product teams. Braintrust has established itself as a platform for evaluation

Arize AI vs Maxim: Best Arize AI Alternative for AI Agent Evaluation & Observability in 2025

Arize AI vs Maxim: Best Arize AI Alternative for AI Agent Evaluation & Observability in 2025

TL;DR Arize AI offers enterprise-grade ML observability with strong model monitoring capabilities, but teams building modern AI agents need more than just monitoring. Maxim AI provides a comprehensive end-to-end platform for agent simulation, evaluation, and observability with cross-functional collaboration at its core. While Arize excels at traditional ML monitoring,

Top 5 No-Code Agent Builder Tools in 2025: Build and Evaluate AI Agents Without Writing Code

Top 5 No-Code Agent Builder Tools in 2025: Build and Evaluate AI Agents Without Writing Code

TL;DR: No-code agent builders have democratized AI development in 2025, enabling teams to create sophisticated AI agents in hours instead of months. This guide explores the top 5 platforms and shows how to evaluate agents built on these tools using Maxim AI's HTTP endpoint evaluation, ensuring production

Top 5 LLM Gateways in 2025: The Definitive Guide for Production AI Applications

Top 5 LLM Gateways in 2025: The Definitive Guide for Production AI Applications

TL;DR: As enterprise LLM spending surges past $8.4 billion and organizations deploy AI applications at scale, LLM gateways have become critical infrastructure. These routing and control layers sit between applications and model providers, offering unified APIs, automatic failover, cost optimization, and comprehensive observability. This guide evaluates the top