Ashwin Ugale

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New York Joined on Jul 22, 2026 https://ashwin-portfolio-delta.vercel.app/

Ashwin Ugale

Sep 1

Would your RAG eval suite notice if someone weakened the prompt?

#ai #llm #rag #machinelearning

3 min read

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Ashwin Ugale

Aug 27

I fault-injected two AI agent frameworks. One recovered — the other charged the card and said 'done'

#ai #agents #python #testing

6 min read

Ashwin Ugale

Aug 24

Your evals pass. That doesn't mean they work.

#ai #llm #agents #testing

4 min read

Determinism over LLM judges for CI gating

Ashwin Ugale

Aug 17

Your agent ignored a failed tool call. Here's how to catch that in CI.

#ai #python #opensource #agents

5 min read

Ashwin Ugale

Aug 10

The reranker I added to improve RAG was causing most of my remaining misses

#showdev #machinelearning #ai #python

5 min read

Ashwin Ugale

Jul 22

Mutation testing, but for LLM evals — early experiment, would love feedback

#ai #machinelearning #llm #python

2 min read

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Ashwin Ugale

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Would your RAG eval suite notice if someone weakened the prompt?

Want to connect with Ashwin Ugale?

I fault-injected two AI agent frameworks. One recovered — the other charged the card and said 'done'

Your evals pass. That doesn't mean they work.

Your agent ignored a failed tool call. Here's how to catch that in CI.

The reranker I added to improve RAG was causing most of my remaining misses

Mutation testing, but for LLM evals — early experiment, would love feedback