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Kuldeep Paul

Agentic Systems | AI Observability | Growth | LLMs

The Definitive Guide to the DeepSeek API: Architecture, Pricing, and Production Integration

The Definitive Guide to the DeepSeek API: Architecture, Pricing, and Production Integration

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13 min read

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Sonnet 5: A Practical Guide for Production Engineering

Sonnet 5: A Practical Guide for Production Engineering

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9 min read
Claude Usage Limits Explained: Sessions, API Tiers, and Rate Limits

Claude Usage Limits Explained: Sessions, API Tiers, and Rate Limits

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13 min read
What Is Envoy Proxy? Architecture, Core Concepts, and Use Cases

What Is Envoy Proxy? Architecture, Core Concepts, and Use Cases

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6 min read
How to Secure and Route MCP Servers in Enterprise Environments

How to Secure and Route MCP Servers in Enterprise Environments

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17 min read
The Definitive Guide to the Model Context Protocol

The Definitive Guide to the Model Context Protocol

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13 min read
What Does "MCP Server" Mean? Architecture and Protocols

What Does "MCP Server" Mean? Architecture and Protocols

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14 min read
The Definitive Guide to the API Platform Admin

The Definitive Guide to the API Platform Admin

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12 min read
The Definitive Guide to Atlassian MCP

The Definitive Guide to Atlassian MCP

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13 min read
What Is MCP? A Practical Guide

What Is MCP? A Practical Guide

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11 min read
OpenRouter Models Compared: 2026 Guide to Speed and Cost

OpenRouter Models Compared: 2026 Guide to Speed and Cost

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15 min read
Attribute-Based Access Control: A Practical Guide

Attribute-Based Access Control: A Practical Guide

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15 min read
API Management Platforms: How the Options Compare in 2026

API Management Platforms: How the Options Compare in 2026

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15 min read
Prompt Caching: A Practical Guide

Prompt Caching: A Practical Guide

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15 min read
User-Managed Access and Rate Limiting: A Technical Guide

User-Managed Access and Rate Limiting: A Technical Guide

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13 min read
Go vs Python for High-Throughput LLM Proxies: Benchmarking Both

Go vs Python for High-Throughput LLM Proxies: Benchmarking Both

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14 min read
Securing MCP Servers: Tool Permissions, Prompt Injection, and the Confused Deputy Problem

Securing MCP Servers: Tool Permissions, Prompt Injection, and the Confused Deputy Problem

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14 min read
Write Evals Before You Ship Your LLM Feature, Not After the First Bug Report

Write Evals Before You Ship Your LLM Feature, Not After the First Bug Report

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12 min read
Why Unit Tests Aren’t Enough for AI Agents (and What Simulation Testing Looks Like)

Why Unit Tests Aren’t Enough for AI Agents (and What Simulation Testing Looks Like)

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12 min read
Shadow AI is Already in Your Company: The Technical Guide to Shadow AI Discovery

Shadow AI is Already in Your Company: The Technical Guide to Shadow AI Discovery

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14 min read
Things I Wish I Knew Before Shipping My First RAG Pipeline

Things I Wish I Knew Before Shipping My First RAG Pipeline

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12 min read
Treat Prompts Like Code: Versioning, Reviews, and Rollbacks

Treat Prompts Like Code: Versioning, Reviews, and Rollbacks

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13 min read
The Real Cost per Request of an AI Feature

The Real Cost per Request of an AI Feature

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12 min read
I Put an LLM Gateway in Front of My App: What Broke First

I Put an LLM Gateway in Front of My App: What Broke First

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13 min read
LLM Rate Limits Across OpenAI, Anthropic, and Gemini

LLM Rate Limits Across OpenAI, Anthropic, and Gemini

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14 min read
What to Trace in an LLM App with OpenTelemetry: Signal vs Noise

What to Trace in an LLM App with OpenTelemetry: Signal vs Noise

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13 min read
Virtual Keys and Budgets: Why Your Team Shouldn’t Share One OpenAI Key

Virtual Keys and Budgets: Why Your Team Shouldn’t Share One OpenAI Key

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11 min read
Semantic Caching Explained: When It Saves Money and When It Fails

Semantic Caching Explained: When It Saves Money and When It Fails

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14 min read
Model Routing 101: Sending Easy Prompts to Cheap Models Without Hurting Quality

Model Routing 101: Sending Easy Prompts to Cheap Models Without Hurting Quality

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12 min read
Routing Coding Agents Through a Gateway for Logs and Cost Control

Routing Coding Agents Through a Gateway for Logs and Cost Control

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13 min read
Self-Host an LLM Gateway on Kubernetes: A Weekend Guide

Self-Host an LLM Gateway on Kubernetes: A Weekend Guide

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13 min read
Streaming LLM Responses End to End: SSE, Backpressure, and Mid-Generation Cancellation

Streaming LLM Responses End to End: SSE, Backpressure, and Mid-Generation Cancellation

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14 min read
Structured Output That Doesn't Break: JSON Schemas, Validation, and Smart Retries

Structured Output That Doesn't Break: JSON Schemas, Validation, and Smart Retries

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14 min read
Build Your First MCP Server in 30 Minutes: Complete Guide for Claude and Cursor

Build Your First MCP Server in 30 Minutes: Complete Guide for Claude and Cursor

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11 min read
Provider Failover for LLM Apps: Retries, Fallbacks, and Circuit Breakers in Under 100 Lines

Provider Failover for LLM Apps: Retries, Fallbacks, and Circuit Breakers in Under 100 Lines

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15 min read
Top 5 AI Gateways for Multimodal Workloads in 2026

Top 5 AI Gateways for Multimodal Workloads in 2026

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14 min read
Top 5 AI Gateways for Routing Between vLLM, Ollama, and Cloud LLMs (2026)

Top 5 AI Gateways for Routing Between vLLM, Ollama, and Cloud LLMs (2026)

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13 min read
Top 5 AI Security Platforms for Prompt Injection, Guardrails, and MCP Traffic in 2026

Top 5 AI Security Platforms for Prompt Injection, Guardrails, and MCP Traffic in 2026

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15 min read
Top 5 Tools to Monitor LLM Provider Uptime and Outages in 2026

Top 5 Tools to Monitor LLM Provider Uptime and Outages in 2026

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14 min read
Top 5 MCP Registry Tools for Enterprise AI Governance (2026)

Top 5 MCP Registry Tools for Enterprise AI Governance (2026)

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15 min read
Top Enterprise AI Guardrails Platforms in 2026

Top Enterprise AI Guardrails Platforms in 2026

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16 min read
Enterprise AI Security and Compliance Platforms Compared (2026)

Enterprise AI Security and Compliance Platforms Compared (2026)

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12 min read
Enterprise AI Security Platform: Securing LLMs, Access Control, and Agents

Enterprise AI Security Platform: Securing LLMs, Access Control, and Agents

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11 min read
Top AI Governance Tools for Secure AI Usage in Enterprises

Top AI Governance Tools for Secure AI Usage in Enterprises

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16 min read
Top AI Governance Tools for Secure Enterprise Usage in 2026

Top AI Governance Tools for Secure Enterprise Usage in 2026

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7 min read
A Practical Guide to Enterprise AI Governance Tools for 2026

A Practical Guide to Enterprise AI Governance Tools for 2026

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9 min read
Top AI Guardrails Tools for AI Security in 2026

Top AI Guardrails Tools for AI Security in 2026

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7 min read
Top LLM Observability Tools in 2026: A Comprehensive Comparison

Top LLM Observability Tools in 2026: A Comprehensive Comparison

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10 min read
Top 5 LLM Observability Platforms for Enterprises in 2026

Top 5 LLM Observability Platforms for Enterprises in 2026

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8 min read
10 Best LLM Gateways for Semantic Caching and Failover (2026)

10 Best LLM Gateways for Semantic Caching and Failover (2026)

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17 min read
9 Best Enterprise AI Gateways With SSO, RBAC, and Audit Logs (2026)

9 Best Enterprise AI Gateways With SSO, RBAC, and Audit Logs (2026)

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17 min read
7 Best MCP Governance Platforms for Enterprise Tool Sprawl in 2026

7 Best MCP Governance Platforms for Enterprise Tool Sprawl in 2026

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18 min read
8 Enterprise AI Observability Tools for Audit and Compliance Teams

8 Enterprise AI Observability Tools for Audit and Compliance Teams

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17 min read
7 Best LLM Routing Tools for Latency and Cost (2026)

7 Best LLM Routing Tools for Latency and Cost (2026)

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14 min read
10 Best AI Governance Tools for Policy Enforcement in 2026

10 Best AI Governance Tools for Policy Enforcement in 2026

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16 min read
Top 7 Enterprise LLM Gateways for Regulated Industries in 2026

Top 7 Enterprise LLM Gateways for Regulated Industries in 2026

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17 min read
Top 10 AI Observability Platforms for Production AI Systems

Top 10 AI Observability Platforms for Production AI Systems

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15 min read
Top 8 Kong Alternatives Built for AI and LLM Traffic (2026)

Top 8 Kong Alternatives Built for AI and LLM Traffic (2026)

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16 min read
8 Best AI Guardrails Platforms for Unsafe Model Output (2026)

8 Best AI Guardrails Platforms for Unsafe Model Output (2026)

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16 min read
7 Best Model Routing Tools for Cutting Inference Cost in 2026

7 Best Model Routing Tools for Cutting Inference Cost in 2026

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15 min read
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