Hermeschallenge

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Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #llm #agents

4 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #aws #bedrock #python

4 min read

Mukunda Rao Katta

May 25

Four Patterns for Multi-Agent Python Systems That Actually Work

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #llm #agents

4 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #llm #agents

4 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #rag #python

4 min read

Mukunda Rao Katta

May 25

Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #llm #agents

4 min read

Mukunda Rao Katta

May 25

Setting Up Agent Observability in 30 Minutes

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

Adding Memory to Your Python Agent Without a Vector Database

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

6 min read

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# hermeschallenge

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

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

Four Patterns for Multi-Agent Python Systems That Actually Work

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

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

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

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

Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic

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

Setting Up Agent Observability in 30 Minutes

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

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

Adding Memory to Your Python Agent Without a Vector Database

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

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