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The Tool That Kept Doing Full-Table Scans: tool-arg-defaults
mukundakatta profile

The Tool That Kept Doing Full-Table Scans: tool-arg-defaults

#hermeschallenge #ai #python #agents
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6 min read
When Your LLM Provider Goes Down Mid-Demo: llm-fallback-chain
mukundakatta profile

When Your LLM Provider Goes Down Mid-Demo: llm-fallback-chain

#hermeschallenge #ai #python #agents
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6 min read
llm-message-hash-py: Canonical Hashes for LLM Request Structures
mukundakatta profile

llm-message-hash-py: Canonical Hashes for LLM Request Structures

#hermeschallenge #ai #python #agents
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5 min read
Persist and Restore Conversations With Optional Encryption: JSONL Codec for LLM Message Histories
mukundakatta profile

Persist and Restore Conversations With Optional Encryption: JSONL Codec for LLM Message Histories

#hermeschallenge #ai #python #agents
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4 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
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
llm-retry-py: Full-Jitter Retry for LLM Calls in Python
mukundakatta profile

llm-retry-py: Full-Jitter Retry for LLM Calls in Python

#hermeschallenge #ai #python #agents
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5 min read
Composable Stop Conditions: Know When Your Agent Is Actually Done
mukundakatta profile

Composable Stop Conditions: Know When Your Agent Is Actually Done

#hermeschallenge #ai #python #agents
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4 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
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
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
Your Agent Is Calling That Tool Again: tool-loop-guard
mukundakatta profile

Your Agent Is Calling That Tool Again: tool-loop-guard

#hermeschallenge #ai #python #agents
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6 min read
Score Your Agent's Responses With a 0.0-1.0 Rubric (No LLM Judge Required)
mukundakatta profile

Score Your Agent's Responses With a 0.0-1.0 Rubric (No LLM Judge Required)

#hermeschallenge #ai #python #agents
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4 min read
I thought shadow mode was on. It wasn't. 400 emails later I built agent-shadow-mode.
mukundakatta profile

I thought shadow mode was on. It wasn't. 400 emails later I built agent-shadow-mode.

#hermeschallenge #ai #python #agents
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6 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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