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Kuldeep Paul

Agentic Systems | AI Observability | Growth | LLMs

How to Stop LLMs from Hallucinating: A Practical, End-to-End Playbook for Engineering Teams

How to Stop LLMs from Hallucinating: A Practical, End-to-End Playbook for Engineering Teams

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7 min read

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Building AI Agents with Reliability Baked In

Building AI Agents with Reliability Baked In

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7 min read
Debugging AI in Production: Root Cause Analysis with Observability

Debugging AI in Production: Root Cause Analysis with Observability

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8 min read
Top 7 Metrics to Monitor for AI Observability and Performance

Top 7 Metrics to Monitor for AI Observability and Performance

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7 min read
A Practical Guide to Distributed Tracing for AI Agents

A Practical Guide to Distributed Tracing for AI Agents

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8 min read
The Three Pillars of AI Observability: Tracing, Monitoring, and Evaluation

The Three Pillars of AI Observability: Tracing, Monitoring, and Evaluation

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8 min read
The Silent Killer of AI Projects: How to Tackle Hidden Costs and Optimize Your LLM Spend

The Silent Killer of AI Projects: How to Tackle Hidden Costs and Optimize Your LLM Spend

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8 min read
Advanced RAG: From Naive Retrieval to Hybrid Search and Re-ranking

Advanced RAG: From Naive Retrieval to Hybrid Search and Re-ranking

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9 min read
A Practical Guide to Integrating AI Evals into Your CI/CD Pipeline

A Practical Guide to Integrating AI Evals into Your CI/CD Pipeline

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8 min read
Role-Based Access Control for AI Development: Managing Prompts, Evals, and Data Securely

Role-Based Access Control for AI Development: Managing Prompts, Evals, and Data Securely

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9 min read
Why We Need AI Observability

Why We Need AI Observability

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9 min read
RAG vs. AI Agents: What’s the Real Difference and When to Use Each

RAG vs. AI Agents: What’s the Real Difference and When to Use Each

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8 min read
Why We Need Evals for AI Applications

Why We Need Evals for AI Applications

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7 min read
What Is LLM‑as‑a‑Judge? A Practical, Reliable Path to Evaluating AI Systems

What Is LLM‑as‑a‑Judge? A Practical, Reliable Path to Evaluating AI Systems

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7 min read
What Are Automated Evals? A Practical Guide to Measuring AI Quality at Scale

What Are Automated Evals? A Practical Guide to Measuring AI Quality at Scale

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8 min read
Running Automated Evals for AI Agents: A Practical Guide for Engineering and Product Teams

Running Automated Evals for AI Agents: A Practical Guide for Engineering and Product Teams

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8 min read
Comparing ChatGPT, Claude, and Gemini for Backend and Frontend Code Generation: An Evaluation Guide

Comparing ChatGPT, Claude, and Gemini for Backend and Frontend Code Generation: An Evaluation Guide

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8 min read
How to Build Developer Trust in AI‑Powered Code Generation Through Data‑Driven Feedback and Evaluation

How to Build Developer Trust in AI‑Powered Code Generation Through Data‑Driven Feedback and Evaluation

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8 min read
How to Improve Cross-Lingual Retrieval Accuracy in Bilingual RAG Chatbots

How to Improve Cross-Lingual Retrieval Accuracy in Bilingual RAG Chatbots

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9 min read
Scrappy and Practical Agent Debugging Tips for Solo Developers and Small Teams

Scrappy and Practical Agent Debugging Tips for Solo Developers and Small Teams

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8 min read
What You’re Getting Wrong When Building AI Applications in 2025

What You’re Getting Wrong When Building AI Applications in 2025

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7 min read
Building Reliable AI Applications Is Easier Than You Think: A Practical Guide with Maxim AI

Building Reliable AI Applications Is Easier Than You Think: A Practical Guide with Maxim AI

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7 min read
Running Evals on LangChain Applications: A Practical, End-to-End Guide

Running Evals on LangChain Applications: A Practical, End-to-End Guide

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7 min read
LLM Monitoring for Reliable Agents

LLM Monitoring for Reliable Agents

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8 min read
From Query Understanding to Retrieval: Evaluating Rewriting, Filters, and Routing With Online Evals

From Query Understanding to Retrieval: Evaluating Rewriting, Filters, and Routing With Online Evals

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12 min read
Ten Failure Modes of RAG Nobody Talks About (And How to Detect Them Systematically)

Ten Failure Modes of RAG Nobody Talks About (And How to Detect Them Systematically)

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10 min read
The RAG Debugging Playbook: A Step-by-Step Guide to Trace-Level Failures and Fixes

The RAG Debugging Playbook: A Step-by-Step Guide to Trace-Level Failures and Fixes

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10 min read
Synthetic Data for RAG: Safe Generation, Deduplication, and Drift-Aware Curation in 2025

Synthetic Data for RAG: Safe Generation, Deduplication, and Drift-Aware Curation in 2025

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10 min read
The Complete Guide to Reducing LLM Costs Without Sacrificing Quality

The Complete Guide to Reducing LLM Costs Without Sacrificing Quality

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11 min read
Building Reliable Compound AI Systems: Architecture, Evaluation, and Observability

Building Reliable Compound AI Systems: Architecture, Evaluation, and Observability

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10 min read
Evals and Observability for AI Product Managers: A Practical, End-to-End Playbook

Evals and Observability for AI Product Managers: A Practical, End-to-End Playbook

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7 min read
Building AI Applications for Production: A Practical Playbook for Reliability, Observability, and Evals

Building AI Applications for Production: A Practical Playbook for Reliability, Observability, and Evals

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8 min read
Everyone Is Building a Wrapper in 2025 - Here’s Why You Should Care About Evals

Everyone Is Building a Wrapper in 2025 - Here’s Why You Should Care About Evals

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7 min read
How AI Quality and Reliability Become Your Moat in 2025 — Practical Examples and Engineering Playbooks

How AI Quality and Reliability Become Your Moat in 2025 — Practical Examples and Engineering Playbooks

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7 min read
Why Evals and Observability Should Be an AI Builder’s Top Concern

Why Evals and Observability Should Be an AI Builder’s Top Concern

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7 min read
Why Evaluating Voice AI Agents Is Essential for Real-World Reliability

Why Evaluating Voice AI Agents Is Essential for Real-World Reliability

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8 min read
How to Evaluate Voice AI Agents: A Practical, End-to-End Framework for Quality, Reliability, and Speed

How to Evaluate Voice AI Agents: A Practical, End-to-End Framework for Quality, Reliability, and Speed

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7 min read
Multi‑AI Agents: The Good, the Bad, and the Ugly

Multi‑AI Agents: The Good, the Bad, and the Ugly

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8 min read
What is Prompt Engineering? A Complete Guide to Optimizing AI Interactions

What is Prompt Engineering? A Complete Guide to Optimizing AI Interactions

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9 min read
Agent Observability with Maxim: Complete Visibility into AI Agent Behavior

Agent Observability with Maxim: Complete Visibility into AI Agent Behavior

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9 min read
Building Custom Evaluators for AI Applications: A Technical Guide to AI Quality Assessment

Building Custom Evaluators for AI Applications: A Technical Guide to AI Quality Assessment

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19 min read
From Zero to Production: Building a Robust AI Evaluation Stack for Startups

From Zero to Production: Building a Robust AI Evaluation Stack for Startups

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16 min read
Understanding the Latent Space in LLMs: A Deep Dive

Understanding the Latent Space in LLMs: A Deep Dive

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13 min read
7 Best Practices for Reliable LLM Applications

7 Best Practices for Reliable LLM Applications

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5 min read
5 Tools for Versioning Prompts: Ensuring Consistency at Scale

5 Tools for Versioning Prompts: Ensuring Consistency at Scale

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2 min read
5 Best LLM Gateways for Scaling AI Applications in 2025

5 Best LLM Gateways for Scaling AI Applications in 2025

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4 min read
5 Voice Evaluation Platforms That Improve Contact-Center AI Reliability

5 Voice Evaluation Platforms That Improve Contact-Center AI Reliability

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5 min read
10 Best AI Evaluation Platforms for 2025 (Ranked by Features & Use Cases)

10 Best AI Evaluation Platforms for 2025 (Ranked by Features & Use Cases)

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6 min read
Top 8 Platforms for Detecting AI & LLM Hallucinations in Real Time

Top 8 Platforms for Detecting AI & LLM Hallucinations in Real Time

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5 min read
12 Must-Have Features in Any AI Model Observability Platform

12 Must-Have Features in Any AI Model Observability Platform

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4 min read
5 Voice Observability Platforms for Tracking Reliability in Conversational AI

5 Voice Observability Platforms for Tracking Reliability in Conversational AI

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5 min read
Top 8 LLM Observability Tools for Production-Ready Applications

Top 8 LLM Observability Tools for Production-Ready Applications

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5 min read
Running Human-in-the-Loop Evals for AI Applications

Running Human-in-the-Loop Evals for AI Applications

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5 min read
LLM Observability Platforms in 2025: A Comprehensive Guide

LLM Observability Platforms in 2025: A Comprehensive Guide

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5 min read
Evaluating Tool Calling Agents: A Comprehensive Guide for AI Engineering Teams

Evaluating Tool Calling Agents: A Comprehensive Guide for AI Engineering Teams

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5 min read
Best LLM Observability Platforms in 2025: A Comprehensive Guide

Best LLM Observability Platforms in 2025: A Comprehensive Guide

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5 min read
How Maxim AI Helps You Build Reliable AI Applications Faster

How Maxim AI Helps You Build Reliable AI Applications Faster

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4 min read
How to Build Reliable AI Applications: A Comprehensive Guide for Technical Teams

How to Build Reliable AI Applications: A Comprehensive Guide for Technical Teams

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4 min read
LLM Observability: Ensuring Reliability and Performance in Modern AI Applications

LLM Observability: Ensuring Reliability and Performance in Modern AI Applications

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4 min read
How Lack of Observability Kills AI Products

How Lack of Observability Kills AI Products

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4 min read
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