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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
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
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
Make Your Agent's API Calls Idempotent Before You Need To
mukundakatta profile

Make Your Agent's API Calls Idempotent Before You Need To

#hermeschallenge #ai #python #agents
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5 min read
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
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
My RAG system slowly got worse for three months and nobody noticed.
mukundakatta profile

My RAG system slowly got worse for three months and nobody noticed.

#hermeschallenge #ai #rag #python
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4 min read
I rewrote my Bedrock client three times. Then I extracted the boring parts into one library.
mukundakatta profile

I rewrote my Bedrock client three times. Then I extracted the boring parts into one library.

#hermeschallenge #aws #bedrock #python
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4 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
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
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
agent-fn-registry: Register Your Agent Tools With Schema, Side Effects, and Defaults in One Place
mukundakatta profile

agent-fn-registry: Register Your Agent Tools With Schema, Side Effects, and Defaults in One Place

#hermeschallenge #ai #python #agents
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5 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
Build System Prompts From Named Sections Instead of One Giant String
mukundakatta profile

Build System Prompts From Named Sections Instead of One Giant String

#hermeschallenge #ai #python #agents
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4 min read
llm-fallback-router: Multi-Provider Failover for Python LLM Calls
mukundakatta profile

llm-fallback-router: Multi-Provider Failover for Python LLM Calls

#hermeschallenge #ai #python #agents
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5 min read
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