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Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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Production Python Agent Checklist: 15 Things Before You Deploy
mukundakatta profile

Production Python Agent Checklist: 15 Things Before You Deploy

#hermeschallenge #ai #python #agents
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6 min read
agent-shadow-mode: Run Your Agent in Record-Not-Execute Mode Before You Trust It
mukundakatta profile

agent-shadow-mode: Run Your Agent in Record-Not-Execute Mode Before You Trust It

#hermeschallenge #ai #python #agents
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5 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
Setting Up Agent Observability in 30 Minutes
mukundakatta profile

Setting Up Agent Observability in 30 Minutes

#hermeschallenge #ai #python #agents
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6 min read
cachebench: stop finding out about prompt-cache regressions from the invoice
mukundakatta profile

cachebench: stop finding out about prompt-cache regressions from the invoice

#hermeschallenge #ai #llm #agents
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4 min read
My LLM provider went down for 11 minutes. My code spent 4 of them in connect timeouts.
mukundakatta profile

My LLM provider went down for 11 minutes. My code spent 4 of them in connect timeouts.

#hermeschallenge #ai #llm #rust
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4 min read
Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic
mukundakatta profile

Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic

#hermeschallenge #ai #python #agents
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6 min read
I needed a stable cache key for LLM requests. The hard part was the input list order.
mukundakatta profile

I needed a stable cache key for LLM requests. The hard part was the input list order.

#hermeschallenge #ai #llm #rust
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4 min read
Three Error Recovery Patterns for LLM Agent Tool Failures
mukundakatta profile

Three Error Recovery Patterns for LLM Agent Tool Failures

#hermeschallenge #ai #python #agents
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5 min read
My RAG system slowly got worse for three months and nobody noticed.
mukundakatta profile

My RAG system slowly got worse for three months and nobody noticed.

#hermeschallenge #ai #rag #python
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4 min read
agent-fn-registry: Register Your Agent Tools With Schema, Side Effects, and Defaults in One Place
mukundakatta profile

agent-fn-registry: Register Your Agent Tools With Schema, Side Effects, and Defaults in One Place

#hermeschallenge #ai #python #agents
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5 min read
Streaming LLM Responses in Python Agents: What Goes Wrong and How to Fix It
mukundakatta profile

Streaming LLM Responses in Python Agents: What Goes Wrong and How to Fix It

#hermeschallenge #ai #python #agents
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6 min read
I shipped eight agent-stack repos in eight hours. Here's what made it possible.
mukundakatta profile

I shipped eight agent-stack repos in eight hours. Here's what made it possible.

#hermeschallenge #ai #llm #agents
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4 min read
A six-concern production harness for Nemotron agents on Crusoe Managed Inference
mukundakatta profile

A six-concern production harness for Nemotron agents on Crusoe Managed Inference

#hermeschallenge #ai #llm #agents
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4 min read
Translating LLM Telemetry Between OpenInference and OTel GenAI with Rust
mukundakatta profile

Translating LLM Telemetry Between OpenInference and OTel GenAI with Rust

#hermeschallenge #ai #rust #observability
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5 min read
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