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

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

#hermeschallenge #ai #python #agents
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6 min read
Track LLM Cost Per User Request in Your Production Agent
mukundakatta profile

Track LLM Cost Per User Request in Your Production Agent

#hermeschallenge #ai #python #agents
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5 min read
Stop Generating Fresh UUIDs as Idempotency Keys
mukundakatta profile

Stop Generating Fresh UUIDs as Idempotency Keys

#hermeschallenge #ai #python #agents
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6 min read
Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls
mukundakatta profile

Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls

#hermeschallenge #ai #python #agents
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4 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
Function Signatures to Multi-Provider Tool Schemas: One Source of Truth for All LLM Providers
mukundakatta profile

Function Signatures to Multi-Provider Tool Schemas: One Source of Truth for All LLM Providers

#hermeschallenge #ai #python #agents
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4 min read
Replay Every LLM Prompt Against a New Model Before You Migrate
mukundakatta profile

Replay Every LLM Prompt Against a New Model Before You Migrate

#hermeschallenge #ai #python #agents
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3 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
token-budget-py: Thread-Safe Token and USD Caps for Python Agents
mukundakatta profile

token-budget-py: Thread-Safe Token and USD Caps for Python Agents

#hermeschallenge #ai #python #agents
Comments
5 min read
Make Your Agent Idempotent: Run It Twice, Get the Same Result
mukundakatta profile

Make Your Agent Idempotent: Run It Twice, Get the Same Result

#hermeschallenge #ai #python #agents
Comments
4 min read
Per-Tool Call-Count Caps: Prevent Any Single Tool From Running Away
mukundakatta profile

Per-Tool Call-Count Caps: Prevent Any Single Tool From Running Away

#hermeschallenge #ai #python #agents
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4 min read
Split Long Documents Into Overlapping Chunks Without Losing Context
mukundakatta profile

Split Long Documents Into Overlapping Chunks Without Losing Context

#hermeschallenge #ai #python #agents
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4 min read
Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'
mukundakatta profile

Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'

#hermeschallenge #ai #python #agents
Comments
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
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