Ayush Singh

AI & Data Science student working at the intersection of AI reliability, model safety, agentic AI, and production engineering. Writing about the ideas, challenges, and systems behind trustworthy AI.

India Joined on Dec 6, 2025 ayushsingh355vns@gmail.com

Compares fixes against a do-nothing control

Ayush Singh

Jul 30

Not All Repair Helps: What I Learned Trying to Fix a Failing AI Agent

#agents #ai #openai #productivity

5 min read

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Ayush Singh

Jun 19

Your LLM guardrail speaks English. Your attacker doesn't.

#showdev #ai #security #opensource

4 min read

Ayush Singh

Jun 15

The Hidden Failure Modes of AI Agents

#security #opensource #ai #machinelearning

5 min read

Ayush Singh

Jun 5

My LLM Security System Thought Academic Papers Were Hacker Attacks

#showdev #security #opensource #ai

2 min read

Ayush Singh

Jun 5

My LLM Security System Thought Academic Papers Were Hacker Attacks

#showdev #security #opensource #ai

2 min read

Ayush Singh

May 23

The bug that made me question my career — what is the silliest one you have ever fixed?

#discuss #webdev #ai #programming

1 min read

Ayush Singh

May 20

The Scariest LLM Failure Isn't a Crash " It's a Confident Wrong Answer" What You think ?

#showdev #ai #opensource #discuss

3 min read

Ayush Singh

May 13

Your LLM Is Being Attacked Right Now — Here's What's Happening

#showdev #ai #llmsecurity #opensource

3 min read

Ayush Singh

May 9

I Caught a Jailbreak Attack That Hides Inside Normal Conversations

#ai #security #machinelearning #python

3 min read

Ayush Singh

May 7

I Built Failure Intelligence Engine: An Open Source Guardrail for LLM Hallucinations and Prompt Attacks with real time diagnosis.

#articles #ai #security #opensource

9 min read

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Ayush Singh

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Not All Repair Helps: What I Learned Trying to Fix a Failing AI Agent

Want to connect with Ayush Singh?

Your LLM guardrail speaks English. Your attacker doesn't.

The Hidden Failure Modes of AI Agents

My LLM Security System Thought Academic Papers Were Hacker Attacks

My LLM Security System Thought Academic Papers Were Hacker Attacks

The bug that made me question my career — what is the silliest one you have ever fixed?

The Scariest LLM Failure Isn't a Crash " It's a Confident Wrong Answer" What You think ?

Your LLM Is Being Attacked Right Now — Here's What's Happening

I Caught a Jailbreak Attack That Hides Inside Normal Conversations

I Built Failure Intelligence Engine: An Open Source Guardrail for LLM Hallucinations and Prompt Attacks with real time diagnosis.