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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
Format Tool Output for LLMs Before It Becomes a Tool Result: tool-output-format
mukundakatta profile

Format Tool Output for LLMs Before It Becomes a Tool Result: tool-output-format

#hermeschallenge #ai #python #agents
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5 min read
Your Agent Doesn't Know When to Stop. Give It a Deadline.
mukundakatta profile

Your Agent Doesn't Know When to Stop. Give It a Deadline.

#hermeschallenge #ai #python #agents
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4 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
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
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
prompt-cache-key: Stable Hashes for Anthropic Prompt Cache Scopes
mukundakatta profile

prompt-cache-key: Stable Hashes for Anthropic Prompt Cache Scopes

#hermeschallenge #ai #python #agents
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5 min read
agent-resume: checkpoint and resume long-running AI agent jobs in Python
mukundakatta profile

agent-resume: checkpoint and resume long-running AI agent jobs in Python

#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
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
agent-replay-trace: step through JSONL agent traces for debugging
mukundakatta profile

agent-replay-trace: step through JSONL agent traces for debugging

#hermeschallenge #ai #python #agents
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5 min read
prompt-replay: Record LLM Outputs Today, Replay Against a New Model Tomorrow
mukundakatta profile

prompt-replay: Record LLM Outputs Today, Replay Against a New Model Tomorrow

#hermeschallenge #ai #python #agents
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5 min read
Per-Step JSONL Logging for Agent Runs: Know What Your Agent Did and When
mukundakatta profile

Per-Step JSONL Logging for Agent Runs: Know What Your Agent Did and When

#hermeschallenge #ai #python #agents
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4 min read
One Registry to Rule All Your Agent Tools
mukundakatta profile

One Registry to Rule All Your Agent Tools

#hermeschallenge #ai #python #agents
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4 min read
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