Abhishek Chauhan

Bridging the gap between engineering velocity and architectural reliability.

LLM Testing RAG Validation AgenticAI Prompt Engineering MCP Data Generation

Validating reliability and safety in AI-driven workflows and RAG architectures.

Technical Strategy

Aligning roadmaps with business goals.

Engineering Enablement

Building tooling and culture for high-velocity delivery.

Cross-Team Influence

Establishing organization-wide standards.

LinkedIn Profile

Contract Testing vs API Automation — A Pragmatic View

A balanced, non-ideological look at when contract testing helps, when it adds overhead, and how it complements API automation in real systems.

#contract-testing #api-automation #test-architecture #quality-engineering #integration-testing

RequestSpecification in Rest Assured: Small Feature, Big Design Signal

A practical, friendly deep dive into RequestSpecification in Rest Assured—why it’s underused, what teams lose by ignoring it, and how a simple reference repo structure helps tests age well.

#Rest Assured #RequestSpecification #API Testing #Test Automation #Java Testing #Quality Engineering

Team Git Policy: Short, Practical, and Safe

A simple Git policy you can share with your team to avoid broken history, reduce stress, and keep collaboration smooth.

#Git #Version Control #Engineering Culture #Developer Workflow

Why BDD Often Doesn’t Make Sense Today (and How Its Original Intent Got Lost)

A friendly, pragmatic look at why BDD struggles in modern teams—how it evolved from TDD, how everyone’s roles changed, and why the original intent rarely survives today.

#BDD #TDD #Software Testing #Quality Engineering #Engineering Culture