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Build a Metrics Dashboard for Your Python Agent in 50 Lines
mukundakatta profile

Build a Metrics Dashboard for Your Python Agent in 50 Lines

#hermeschallenge #ai #python #agents
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6 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
Comments
6 min read
I parallelized two tool calls to speed up my agent. One was a database write. Here's what happened.
mukundakatta profile

I parallelized two tool calls to speed up my agent. One was a database write. Here's what happened.

#hermeschallenge #ai #python #agents
Comments
6 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
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
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
prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs
mukundakatta profile

prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs

#hermeschallenge #ai #python #agents
Comments
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
Five Observability Layers Every Production Agent Needs
mukundakatta profile

Five Observability Layers Every Production Agent Needs

#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
Comments
5 min read
Single-Flight LLM Calls: Coalesce 50 Concurrent Identical Requests Into One API Call
mukundakatta profile

Single-Flight LLM Calls: Coalesce 50 Concurrent Identical Requests Into One API Call

#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
Comments
6 min read
Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent
mukundakatta profile

Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent

#hermeschallenge #ai #python #agents
Comments
4 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
Comments
5 min read
Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice
mukundakatta profile

Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice

#hermeschallenge #ai #python #agents
Comments
6 min read
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