Hermeschallenge

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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

Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

Why I Built 50 Small Libraries Instead of One Big Agent Framework

#hermeschallenge #ai #python #agents

6 min read

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

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

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

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

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

Three Error Recovery Patterns for LLM Agent Tool Failures

#hermeschallenge #ai #python #agents

5 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

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

Setting Up Agent Observability in 30 Minutes

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

I shipped eight agent-stack repos in eight hours. Here's what made it possible.

#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

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

#hermeschallenge #ai #python #agents

6 min read

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# hermeschallenge

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

Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic

Why I Built 50 Small Libraries Instead of One Big Agent Framework

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

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

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

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

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

Three Error Recovery Patterns for LLM Agent Tool Failures

Four Patterns for Multi-Agent Python Systems That Actually Work

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

Setting Up Agent Observability in 30 Minutes

I shipped eight agent-stack repos in eight hours. Here's what made it possible.

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

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