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prompt-eval-rubric: Score Your Agent's Outputs Without Paying for Another LLM Call
mukundakatta profile

prompt-eval-rubric: Score Your Agent's Outputs Without Paying for Another LLM Call

#hermeschallenge #ai #python #agents
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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
Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic
mukundakatta profile

Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic

#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
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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
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
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
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
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
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
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
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
Three Error Recovery Patterns for LLM Agent Tool Failures
mukundakatta profile

Three Error Recovery Patterns for LLM Agent Tool Failures

#hermeschallenge #ai #python #agents
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5 min read
llmfleet: pool many agents' turns into one Batch API call and save 50 percent
mukundakatta profile

llmfleet: pool many agents' turns into one Batch API call and save 50 percent

#hermeschallenge #ai #llm #agents
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4 min read
Streaming LLM Responses in Python Agents: What Goes Wrong and How to Fix It
mukundakatta profile

Streaming LLM Responses in Python Agents: What Goes Wrong and How to Fix It

#hermeschallenge #ai #python #agents
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6 min read
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