Gourav Singla

Gourav Singla

About the Author:

Gourav Singla is a software engineer specializing in AI systems and applied machine learning. He builds AI document processing pipelines at scale and maintains an independent applied-AI project serving nearly 100,000 users across 150+ countries. His research on document chunking and LLM summarization is under peer review at PeerJ Computer Science. LinkedIn: https://www.linkedin.com/in/gauravsingla05/

Articles by Gourav Singla

buildpacks, LLM. edge, LLMs, reinforcement learning, large language models, LLM

Prompt Injection and LLM Security Hardening: A Practitioner Field Guide 

June 25, 2026

None of these controls is perfect in isolation. Layered together, they make injection attacks significantly harder and — critically — detectable. Detection is often more valuable than prevention: Knowing you are under active attack, with a log of what the attacker tried, is the difference between a contained incident and a silent compromise. 

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