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llm-pii-redact: Remove PII From Prompts Before They Reach the Model
mukundakatta profile

llm-pii-redact: Remove PII From Prompts Before They Reach the Model

#hermeschallenge #ai #python #agents
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6 min read
How to Test LLM Agents Without Calling the Real API
mukundakatta profile

How to Test LLM Agents Without Calling the Real API

#hermeschallenge #ai #python #agents
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5 min read
A six-concern production harness for Nemotron agents on Crusoe Managed Inference
mukundakatta profile

A six-concern production harness for Nemotron agents on Crusoe Managed Inference

#hermeschallenge #ai #llm #agents
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4 min read
I Shipped 50 Agent-Stack Libraries. Here Is How They Fit Together.
mukundakatta profile

I Shipped 50 Agent-Stack Libraries. Here Is How They Fit Together.

#hermeschallenge #ai #python #agents
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6 min read
cachebench: stop finding out about prompt-cache regressions from the invoice
mukundakatta profile

cachebench: stop finding out about prompt-cache regressions from the invoice

#hermeschallenge #ai #llm #agents
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4 min read
I shipped 50 agent infrastructure libraries. Here is what I learned.
mukundakatta profile

I shipped 50 agent infrastructure libraries. Here is what I learned.

#hermeschallenge #ai #python #agents
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7 min read
Four Patterns for Multi-Agent Python Systems That Actually Work
mukundakatta profile

Four Patterns for Multi-Agent Python Systems That Actually Work

#hermeschallenge #ai #python #agents
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5 min read
What I Learned Shipping 50 Agent-Stack Libraries in One Sprint
mukundakatta profile

What I Learned Shipping 50 Agent-Stack Libraries in One Sprint

#hermeschallenge #ai #python #agents
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6 min read
agent-shadow-mode: Run Your Agent in Record-Not-Execute Mode Before You Trust It
mukundakatta profile

agent-shadow-mode: Run Your Agent in Record-Not-Execute Mode Before You Trust It

#hermeschallenge #ai #python #agents
Comments
5 min read
agenttap: see exactly what your LLM SDK sent to the wire, with API keys scrubbed
mukundakatta profile

agenttap: see exactly what your LLM SDK sent to the wire, with API keys scrubbed

#hermeschallenge #ai #llm #agents
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4 min read
Setting Up Agent Observability in 30 Minutes
mukundakatta profile

Setting Up Agent Observability in 30 Minutes

#hermeschallenge #ai #python #agents
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6 min read
My agent called search() with `{"query": null}`. The error message I returned saved the next 30 minutes.
mukundakatta profile

My agent called search() with `{"query": null}`. The error message I returned saved the next 30 minutes.

#hermeschallenge #ai #python #agents
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4 min read
Adding Memory to Your Python Agent Without a Vector Database
mukundakatta profile

Adding Memory to Your Python Agent Without a Vector Database

#hermeschallenge #ai #python #agents
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5 min read
I needed a stable cache key for LLM requests. The hard part was the input list order.
mukundakatta profile

I needed a stable cache key for LLM requests. The hard part was the input list order.

#hermeschallenge #ai #llm #rust
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4 min read
Production Python Agent Checklist: 15 Things Before You Deploy
mukundakatta profile

Production Python Agent Checklist: 15 Things Before You Deploy

#hermeschallenge #ai #python #agents
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6 min read
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