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Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache
mukundakatta profile

Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache

#hermeschallenge #ai #python #agents
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5 min read
Version and Hash Your Prompt Templates: Know Exactly Which Prompt Produced Each Response
mukundakatta profile

Version and Hash Your Prompt Templates: Know Exactly Which Prompt Produced Each Response

#hermeschallenge #ai #python #agents
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5 min read
Defending Against Prompt Injection in Python Agents
mukundakatta profile

Defending Against Prompt Injection in Python Agents

#hermeschallenge #ai #python #agents
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6 min read
My agent retried a 401 Unauthorized nine times. The fix was two lines.
mukundakatta profile

My agent retried a 401 Unauthorized nine times. The fix was two lines.

#hermeschallenge #ai #python #agents
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5 min read
Validate LLM Output Before It Reaches Your Users
mukundakatta profile

Validate LLM Output Before It Reaches Your Users

#hermeschallenge #ai #python #agents
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5 min read
Five Things to Do Before You Deploy Your Agent to Production
mukundakatta profile

Five Things to Do Before You Deploy Your Agent to Production

#hermeschallenge #ai #python #agents
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6 min read
50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.
mukundakatta profile

50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.

#hermeschallenge #ai #python #agents
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4 min read
prompt-replay: Record and Replay LLM Prompts Across Models
mukundakatta profile

prompt-replay: Record and Replay LLM Prompts Across Models

#hermeschallenge #ai #python #agents
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5 min read
llm-tool-arg-coerce: Coerce LLM Tool Args to Expected Types with a Function-Sig Shortcut
mukundakatta profile

llm-tool-arg-coerce: Coerce LLM Tool Args to Expected Types with a Function-Sig Shortcut

#hermeschallenge #ai #python #agents
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5 min read
agent-citation: Track Where Every Agent Claim Came From
mukundakatta profile

agent-citation: Track Where Every Agent Claim Came From

#hermeschallenge #ai #python #agents
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6 min read
How to Know When Your Agent Is Done (Before It Runs Forever)
mukundakatta profile

How to Know When Your Agent Is Done (Before It Runs Forever)

#hermeschallenge #ai #python #agents
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6 min read
PII in Your Prompt Logs Is a Liability: Redact Before You Send
mukundakatta profile

PII in Your Prompt Logs Is a Liability: Redact Before You Send

#hermeschallenge #ai #python #agents
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5 min read
Which Agent Feature Costs the Most? Here's How to Find Out.
mukundakatta profile

Which Agent Feature Costs the Most? Here's How to Find Out.

#hermeschallenge #ai #python #agents
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7 min read
Why Every Library in the Agent Stack Has Zero Runtime Dependencies
mukundakatta profile

Why Every Library in the Agent Stack Has Zero Runtime Dependencies

#hermeschallenge #ai #python #agents
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6 min read
Pre-Warm Your Anthropic Prompt Cache Before the Traffic Hits
mukundakatta profile

Pre-Warm Your Anthropic Prompt Cache Before the Traffic Hits

#hermeschallenge #ai #python #agents
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4 min read
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