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

AI in Quality Engineering: Boundaries After We Tried It

What emerged after experimenting with AI in Quality Engineering—where it helped, where it quietly caused harm, and the boundaries required to preserve confidence and ownership.

#Artificial Intelligence #Quality Engineering #Test Automation #Test Architecture #Engineering Leadership #Software Testing

API Longevity: Why Most APIs Fail After Version One

An examination of why APIs decay over time—not because of technology, but because of contract drift, unclear ownership, and shortcuts that quietly break trust as systems scale.

#api-longevity #api-design #api-contracts #api-governance #backward-compatibility #platform-engineering #distributed-systems #software-architecture #system-ownership #trust-in-apis

Why Most Quality Gates Are Ignored (and How to Design Ones Teams Actually Trust)

Examination of why quality gates are routinely bypassed, how progressive validation and ownership change behavior, and why decision-aligned gates scale better than binary rules.

#quality-gates #test-strategy #quality-engineering #test-architecture #engineering-leadership #software-testing

k6 Is Easy to Run — and Easy to Misuse

A take on k6, performance testing maturity, and the signals engineering teams send when they treat load testing as traffic generation instead of system design feedback.

#Performance Testing #Load Testing #k6 #Quality Engineering #Test Architecture #Engineering Leadership