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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
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
Detect Prompt Injection Before Your Agent Acts on It
mukundakatta profile

Detect Prompt Injection Before Your Agent Acts on It

#hermeschallenge #ai #python #agents
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4 min read
Build a Provider Failover Chain That Actually Works Under Pressure
mukundakatta profile

Build a Provider Failover Chain That Actually Works Under Pressure

#hermeschallenge #ai #python #agents
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3 min read
Stop Writing Tool Schemas by Hand: tool-schema-from-fn
mukundakatta profile

Stop Writing Tool Schemas by Hand: tool-schema-from-fn

#hermeschallenge #ai #python #agents
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6 min read
A/B Test Your Prompts Without a Framework
mukundakatta profile

A/B Test Your Prompts Without a Framework

#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
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
Stop Writing One-Off Case Converters for LLM Tool Args: tool-arg-rename
mukundakatta profile

Stop Writing One-Off Case Converters for LLM Tool Args: tool-arg-rename

#hermeschallenge #ai #python #agents
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5 min read
The conversation you saved to disk still has the SSN in it
mukundakatta profile

The conversation you saved to disk still has the SSN in it

#hermeschallenge #ai #python #agents
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6 min read
Six Security Layers for Python LLM Agents
mukundakatta profile

Six Security Layers for Python LLM Agents

#hermeschallenge #ai #python #agents
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6 min read
Stateful Rolling Chat History: Manage Conversation Memory Without Blowing the Context Window
mukundakatta profile

Stateful Rolling Chat History: Manage Conversation Memory Without Blowing the Context Window

#hermeschallenge #ai #python #agents
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4 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
Two Copies of the Tool List, One Agent That Broke: agent-fn-registry
mukundakatta profile

Two Copies of the Tool List, One Agent That Broke: agent-fn-registry

#hermeschallenge #ai #python #agents
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7 min read
prompt-template-version: Semver-Pin Your System Prompts So You Can Always Roll Back
mukundakatta profile

prompt-template-version: Semver-Pin Your System Prompts So You Can Always Roll Back

#hermeschallenge #ai #python #agents
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6 min read
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