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Siddharth Sambharia

Bangalore
Siddharth Sambharia

Agents

Why connecting OTel traces with LLM logs is critical for agent workflows

Disconnected logs create blind spots in agent workflows. See how combining OTel traces with LLM logs delivers end-to-end visibility for debugging, governance, and cost tracking.

Everything We Know About Claude Code Limits

Production Guides

Everything We Know About Claude Code Limits

Last updated -  29 July 2025 TL;DR * For Claude.ai Users: The core limit is a 5-hour rolling session that begins with your first prompt. New weekly quotas will be added starting Aug 28th for heavy users on Claude Pro and Claude Max plans. (all Claude.ai plans share

integration

Scaling LibreChat for enterprise use: tracking, visibility, and governance

LibreChat is powerful, but lacks the control and visibility enterprises need. Learn how Portkey makes LibreChat production-ready with governance, observability, and security guardrails.

ai gateway

Making Claude Code work for enterprise-scale use with an AI Gateway

Learn how to make Claude Code enterprise-ready with Portkey. Add visibility, access control, logging, and multi-provider routing to scale safely across teams.

integration

How to add enterprise controls to OpenWebUI: cost tracking, access control, and more

Learn how to add enterprise features like cost tracking, access control, and observability to your OpenWebUI deployment using Portkey.

Portkey on the AWS Marketplace

Portkey on the AWS Marketplace

Portkey is now available on the AWS Marketplace, simplifying procurement for Enterprise customers. With the growing demand for reliable, secure, and compliant AI solutions, we are making it easier than ever for large development teams to deploy Portkey into their organization. We're happy to share that Portkey is

Model Context Protocol (MCP): Everything You Need to Know to Get Started

MCP

Model Context Protocol (MCP): Everything You Need to Know to Get Started

Learn how Model Context Protocol (MCP) revolutionizes AI integration, eliminating custom code and enabling standardized communication between LLMs and external systems. [Complete Guide with Examples]

LLMs in Prod 2025: Insights from 2 Trillion+ Tokens

Production Guides

LLMs in Prod 2025: Insights from 2 Trillion+ Tokens

Real-world analysis of 2Trillion+ production tokens across 90+ regions on Portkey's AI Gateway. Get the full LLMs in Prod'25 report today.

Jamming on Event-Driven Architecture and MCP for Multi-Agentic Systems

Conversations

Jamming on Event-Driven Architecture and MCP for Multi-Agentic Systems

Insights from Portkey's AI Practitioners Meetup on building scalable multi-agent systems. Learn about Event-Driven Architecture patterns, Model Context Protocol implementation, and real-world experiences building multi-agents system.

LLMs in Prod: The Reality of AI Outages, No LLM is Immune

LLMs in Prod: The Reality of AI Outages, No LLM is Immune

This is Part 2 of our series analyzing Portkey's critical insights from production LLM deployments. Today, we're diving deep into provider reliability data from 650+ organizations, examining outages, error rates, and the real impact of downtime on AI applications. From the infamous OpenAI outage to the

LLMs In Prod: Day 1

LLMs In Prod: Day 1

This is Part 1 of our analysis diving into Portkey's year-end LLM production data. Over the next few days, we'll be unpacking insights from over 2 trillion tokens worth of production data to reveal how the AI ecosystem evolved in 2024. Today, we're starting

LibreChat vs Open WebUI: Choose the Right ChatGPT UI for Your Organization

Production Guides

LibreChat vs Open WebUI: Choose the Right ChatGPT UI for Your Organization

Looking to harness AI while keeping your data in-house? Dive into our comprehensive comparison of LibreChat and Open WebUI – two powerful open-source platforms that let you build secure ChatGPT-like systems.

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Reports, Benchmarks, and Guides on Putting LLMs in Prod