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The content repository

Knowledge Base

Your go-to hub for the latest updates, events, and breakthroughs on API. Access expert guides, e-books, checklists, and white papers, all designed to help you.

Automating AI Quality: How to Build a CI/CD Pipeline for LLM Testing  Blog R Varun

Automating AI Quality: How to Build a CI/CD Pipeline for LLM Testing 

A prompt change ships on Thursday. The engineer tested it on five examples and it looked better. Two Mondays later, there are…

07/08/2026

</Featured Posts>

Ragas vs. DeepEval vs. qAPI: Choosing the Best RAG Evaluation Framework (2026) 

Blog R Varun 29/07/2026

Stop Losing Context: Practical Fixes for Problems in RAG 

Blog R Varun 27/07/2026

What Is a Good Context Recall Score? Real Numbers, Real Benchmarks (2026) 

Blog R Varun 24/07/2026

How to Test a Custom LLM Before Production in 2026 

Blog R Varun 17/07/2026
RAG vs Fine-Tuning: Which to Choose and How to Test Each (2026)  Blog R Varun

RAG vs Fine-Tuning: Which to Choose and How to Test Each (2026) 

Let’s say that your custom LLM can explain quantum mechanics.  But it just told a customer your refund policy is 30 days. It is…

14/07/2026
Blog R Varun

Understanding qTokens: Powering LLM Evaluation and Performance Testing in qAPI 

As part of the evolving qAPI platform, we’re bringing you qTokens which will serve as the consumption model behind your advanced testing and evaluation workflows. Whether you’re evaluating LLM outputs or…

07/07/2026
Blog R Varun

Product Release: qAPI Just Leveled Up — Big Time 

We shipped four major upgrades this month that directly solve the hardest problems our power users keep running into. Here’s what’s new and…

25/06/2026
Blog R Varun

How to Actually Evaluate LLMs: A No-Fluff Guide for People Who Need Real Answers 

You’ve been handed a task. Maybe it’s “pick the best LLM for our product.” Maybe it’s “figure out why our AI responses are getting worse.” Maybe…

25/06/2026

Blog

See More

Automating AI Quality: How to Build a CI/CD Pipeline for LLM Testing  Blog R Varun

Automating AI Quality: How to Build a CI/CD Pipeline for LLM Testing 

A prompt change ships on Thursday. The engineer tested it on five examples and it looked better. Two Mondays later, there are…

20/01/2025
Ragas vs. DeepEval vs. qAPI: Choosing the Best RAG Evaluation Framework (2026)  Blog R Varun

Ragas vs. DeepEval vs. qAPI: Choosing the Best RAG Evaluation Framework (2026) 

RAG powers the majority of production AI applications in 2026 — customer support bots, internal knowledge bases, legal research tools, healthcare documentation…

20/01/2025
Stop Losing Context: Practical Fixes for Problems in RAG  Blog R Varun

Stop Losing Context: Practical Fixes for Problems in RAG 

You finally built the RAG pipeline correctly. The retriever found the right documents. The relevant information is sitting right there in the…

20/01/2025
What Is a Good Context Recall Score? Real Numbers, Real Benchmarks (2026)  Blog R Varun

What Is a Good Context Recall Score? Real Numbers, Real Benchmarks (2026) 

Every article about context recall says the same useless thing: “it depends on your use case.”  That is technically true.…

20/01/2025

Case Study

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Case Study R Varun

API Testing in Healthcare with qAPI 

Executive Summary  Healthcare as a sector is actively accelerating their adoption of API-driven architectures to support interoperability, digital patient engagement, and data…

20/01/2025
Reducing Testing Time by 70%: The Automation Breakthrough for an Industry-First Neo-Bank  Case Study Vivek Tumulu

Reducing Testing Time by 70%: The Automation Breakthrough for an Industry-First Neo-Bank 

Overview  The industry’s first neo-bank was launched in the UK to specifically cater to the demands of affluent clients—approximately 7…

20/01/2025
Scaling Smarter: From Manual Testing to Automation Unlocking Efficiency with qAPI Case Study Shivani Sinha

Scaling Smarter: From Manual Testing to Automation Unlocking Efficiency with qAPI

Overview  Our client has cemented its position as an industry leader by providing to timely services and maintaining public health…

20/01/2025

Blog

See More

Automating AI Quality: How to Build a CI/CD Pipeline for LLM Testing  Blog R Varun

Automating AI Quality: How to Build a CI/CD Pipeline for LLM Testing 

A prompt change ships on Thursday. The engineer tested it on five examples and it looked better. Two Mondays later, there are…

20/01/2025
Ragas vs. DeepEval vs. qAPI: Choosing the Best RAG Evaluation Framework (2026)  Blog R Varun

Ragas vs. DeepEval vs. qAPI: Choosing the Best RAG Evaluation Framework (2026) 

RAG powers the majority of production AI applications in 2026 — customer support bots, internal knowledge bases, legal research tools, healthcare documentation…

20/01/2025
Stop Losing Context: Practical Fixes for Problems in RAG  Blog R Varun

Stop Losing Context: Practical Fixes for Problems in RAG 

You finally built the RAG pipeline correctly. The retriever found the right documents. The relevant information is sitting right there in the…

20/01/2025
What Is a Good Context Recall Score? Real Numbers, Real Benchmarks (2026)  Blog R Varun

What Is a Good Context Recall Score? Real Numbers, Real Benchmarks (2026) 

Every article about context recall says the same useless thing: “it depends on your use case.”  That is technically true.…

20/01/2025
How to Test a Custom LLM Before Production in 2026  Blog R Varun

How to Test a Custom LLM Before Production in 2026 

Building a custom LLM app in 2026 is easier and more exciting. All you need to do is connect your…

20/01/2025
RAG vs Fine-Tuning: Which to Choose and How to Test Each (2026)  Blog R Varun

RAG vs Fine-Tuning: Which to Choose and How to Test Each (2026) 

Let’s say that your custom LLM can explain quantum mechanics.  But it just told a customer your refund policy is 30 days. It is…

20/01/2025
Blog R Varun

Understanding qTokens: Powering LLM Evaluation and Performance Testing in qAPI 

As part of the evolving qAPI platform, we’re bringing you qTokens which will serve as the consumption model behind your advanced testing and evaluation workflows. Whether you’re evaluating LLM outputs or…

20/01/2025
Blog R Varun

Product Release: qAPI Just Leveled Up — Big Time 

We shipped four major upgrades this month that directly solve the hardest problems our power users keep running into. Here’s what’s new and…

20/01/2025
Blog R Varun

How to Actually Evaluate LLMs: A No-Fluff Guide for People Who Need Real Answers 

You’ve been handed a task. Maybe it’s “pick the best LLM for our product.” Maybe it’s “figure out why our AI responses are getting worse.” Maybe…

20/01/2025
Automated API Testing: Stop Guessing, Start Knowing What Your API Actually Does  Blog R Varun

Automated API Testing: Stop Guessing, Start Knowing What Your API Actually Does 

API testing is the process of verifying that your APIs work the way they are supposed to — every time…

20/01/2025
Blog R Varun

What Is RAG? The Complete Guide to Retrieval-Augmented Generation for AI Product Teams 

Every AI product team is talking about leveraging AI.   But why does your AI sound brilliant in demos… but struggle with real user…

20/01/2025
Blog R Varun

How to Test API Endpoints: 7-Step Framework [2026 Guide] 

If you are in finance, healthcare, or tech, then you’ve already been fed enough on the use cases of APIs and how they’re changing…

20/01/2025

Case Study

See More

Case Study R Varun

API Testing in Healthcare with qAPI 

Executive Summary  Healthcare as a sector is actively accelerating their adoption of API-driven architectures to support interoperability, digital patient engagement, and data…

20/01/2025
Reducing Testing Time by 70%: The Automation Breakthrough for an Industry-First Neo-Bank  Case Study Vivek Tumulu

Reducing Testing Time by 70%: The Automation Breakthrough for an Industry-First Neo-Bank 

Overview  The industry’s first neo-bank was launched in the UK to specifically cater to the demands of affluent clients—approximately 7…

20/01/2025
Scaling Smarter: From Manual Testing to Automation Unlocking Efficiency with qAPI Case Study Shivani Sinha

Scaling Smarter: From Manual Testing to Automation Unlocking Efficiency with qAPI

Overview  Our client has cemented its position as an industry leader by providing to timely services and maintaining public health…

20/01/2025
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